# ProphetStor Data Services, Inc. > Federator.ai® - AIOps Platform for Multicloud - Bringing insight and foresight to modern IT operation ## Pages - [Federator.ai<sup>®</sup> Datasheet:<br>Intelligence-Driven Cloud Operation Automation and Optimization](https://prophetstor.com/data-sheets/federator-ai/): Download the Federator.ai datasheet: full specs, architecture, and benchmarks for the AI Ops full-stack platform powering efficient IT/ Cloud operations. - [Federator.ai GPU Booster Inference™ Datasheet:<br>Achieving Zero-Downtime, High-Performance LLM Inference Through Autonomous Optimization](https://prophetstor.com/data-sheets/federator-ai-gpu-booster-inference/): Federator.ai GPU Booster Inference delivers zero-downtime LLM inference with autonomous GPU optimization. Download the datasheet for specs. - [Federator.ai Stack™ Datasheet:<br>Accelerating AI Innovation with a Streamlined GPU Ecosystem Installation](https://prophetstor.com/data-sheets/federator-ai-stack/): Federator.ai Stack automates GPU server installation and software provisioning to cut time-to-online. Download the datasheet for specs. - [Federator.ai Smart Liquid Cooling™ Datasheet:<br>The Future of AI Data Center Cooling: Predictive and Adaptive](https://prophetstor.com/data-sheets/federator-ai-smart-liquid-cooling/): Federator.ai Smart Liquid Cooling predicts thermal loads and adapts cooling in real time, cutting cooling energy by up to 30%. Download the datasheet. - [Federator.ai GPU Booster™ Datasheet:<br>GPU Performance Maximization with AI-Enhanced Dynamic Allocation for LLMs Optimization](https://prophetstor.com/data-sheets/federator-ai-gpu-booster/): Federator.ai GPU Booster dynamically allocates GPU resources for LLM training on Kubernetes, cutting job time by up to 50%. Download the datasheet. - [Federator.ai Cortex™ Datasheet:<br>The AI Ops Full-Stack Solution for Next-Generation GPU Data Centers](https://prophetstor.com/data-sheets/federator-ai-cortex/): Federator.ai Cortex unifies IT and OT telemetry to automate AI factory operations end-to-end. Download the datasheet for architecture and specs. - [Request a demo of Federator.ai GPU Booster Inference](https://prophetstor.com/request-demo-of-fgbi/): Please fill out the form to request a demo, and also check out our product page, datasheet, and patent page for more information. We will contact you soon to arrange a time. - [Request a demo of Federator.ai Smart Liquid Cooling](https://prophetstor.com/request-demo-of-fslc/): Please fill out the form to request a demo, and also check out our feature video and whitepapers for more information. We will contact you soon to arrange a time. - [Federator.ai Cortex<sup>™</sup> — <br><span style="display:block; margin-top:8px;">Full-Stack AIOps Platform for AI Factories</span>](https://prophetstor.com/federator-ai-cortex/): Optimize GPU data centers with Federator.ai Cortex AIOps. Unify IT & OT to double GPU efficiency, cut downtime by 90%, and achieve PUE ≤ 1.15. - [<h1>The Complementary Architecture: <br>Federator.ai Smart Liquid Cooling (SLC) + Phaidra</h1>](https://prophetstor.com/federator-ai-slc-phaidra/): Federator.ai SLC and Phaidra: complementary AI cooling for GPU data centers—CDU optimization plus workload-aware thermal control and 25-30% energy savings. - [Multi-Layer Correlation:<br><span style="display:block; margin-top:8px;">Patented Full-Stack Intelligence for AI Factories</span>](https://prophetstor.com/multi-layer-correlation/): Multi-Layer Correlation is ProphetStor's patented full-stack sensory system for AI Factories — pre-allocating GPU/CPU, memory & network before demand hits. - [Predictive Self-Driving Autoscaling:<br><span style="display:block; margin-top:8px;">Patented Cost-Optimal Scaling for AI Factories</span>](https://prophetstor.com/predictive-self-driving-autoscaling/): Predictive Self-Driving Autoscaling for AI Factories: plans the optimal scaling path across future intervals, weighing run and transition costs. Patented. - [Spatial-Temporal GPU Optimization:<br><span style="display:block; margin-top:8px;">Patented GPU Utilization Optimization for AI Factories</span>](https://prophetstor.com/spatial-temporal-gpu-optimization/): GPU utilization in AI Factories averages <40%. ProphetStor's world-first patented TS-DPBP raises that to near-90% — predicting demand before it arrives. - [Federator.ai + NVIDIA DGX Cloud Lepton](https://prophetstor.com/federator-ai-nvidia-dgx-cloud-lepton/): Federator.ai integrates with NVIDIA DGX Cloud Lepton—an AI platform that connects developers to global GPU compute—to improve GPU performance via full-stack infrastructure optimization. - [Federator.ai GPU Booster Inference<sup>™</sup> — <br><span style="display:block; margin-top:8px;">Autonomous LLM Inference Optimization with Zero OOM</span>](https://prophetstor.com/federator-ai-gpu-booster-inference/): Maximize NVIDIA GPU efficiency for DeepSeek-R1 to deliver +64% LLM throughput, -26% latency, and zero OOM events with no manual tuning via Federator.ai. - [LiWen Chen](https://prophetstor.com/team/liwen-chen/): Ph.D. in Computer Science, UCLA. Expert in AI and large language model training with deep knowledge in distributed systems, cloud, and software technologies. - [Request Download: Why Fixed-Flow GPU Rack Cooling Wastes Energy](https://prophetstor.com/white-papers/why-fixed-flow-gpu-rack-cooling-wastes-energy/request-download/): Learn how Federator.ai Smart Liquid Cooling uses real-time metrics and variable-speed control to save up to 40% in cooling energy—without risking thermal limits. - [Request Download: Predictive Liquid Cooling for AI Data Centers](https://prophetstor.com/white-papers/predictive-liquid-cooling-for-ai-data-centers/request-download/): Save 30% cooling energy and boost GPU performance by 45% with Federator.ai Smart Liquid Cooling—predictive, workload-aware control for next-gen AI data centers. - [Request Download: Key Insight: "100% GPU Util" ≠ "100% Heat"](https://prophetstor.com/white-papers/why-100-gpu-utilization-doesnt-mean-100-heat/request-download/): ProphetStor uses real-time thermal and power metrics to optimize workload placement and cooling—enhancing efficiency beyond traditional GPU utilization indicators. - [Federator.ai Smart Liquid Cooling<sup>™</sup> — <br><span style="display:block; margin-top:8px;">Predictive GPU Rack Cooling for AI Data Centers</span>](https://prophetstor.com/federator-ai-smart-liquid-cooling/): Delivers workload-aware, predictive thermal control for GPU data centers—saving up to 30% cooling energy and accelerating compute by 45%. - [Resilient Cooling with Early Fault Detection](https://prophetstor.com/resilient-cooling-with-early-fault-detection/): Predictive, workload-aware liquid cooling with early fault detection enhances resilience, improves efficiency, and reduces energy use in data centers. - [Future-Proof AI Data Centers for AGI](https://prophetstor.com/future-proof-ai-data-centers-for-agi/): Federator.ai GPU Booster significantly improves GPU server performance and rack-level cooling efficiency to meet the compute-intensive demands of AGI. - [Request Download: Smart Liquid Cooling: Beating Google on Efficiency](https://prophetstor.com/white-papers/ai-driven-data-center-cooling-google-vs-prophetstor/request-download/): Download the whitepaper: AI-Driven Data Center Cooling: Google vs. ProphetStor in PDF version. - [Request Download: Optimized Dynamic GPU Allocation in LLM Training](https://prophetstor.com/white-papers/optimized-dynamic-gpu-allocation-in-llm-training/request-download/): Discover how our technology and Kubernetes enhance efficiency, reduce costs, and promote sustainability through dynamic GPU resource allocation for AI and LLM training. - [Predictive Liquid Cooling for High-Density AI Data Centers: <br>30% Cooling Energy Savings & 45% More Compute Throughput](https://prophetstor.com/white-papers/predictive-liquid-cooling-for-ai-data-centers/): Save 30% cooling energy and boost GPU performance by 45% with Federator.ai Smart Liquid Cooling—predictive, workload-aware control for next-gen AI data centers. - [Why Fixed-Flow GPU Rack Cooling Wastes Energy — and How Variable-Speed Control Fixes It](https://prophetstor.com/white-papers/why-fixed-flow-gpu-rack-cooling-wastes-energy/): GPU rack cooling at fixed flow wastes up to 60% of pump energy. Workload-aware variable-speed control cuts cooling kWh by 25-40% with zero thermal risk. - [Why 100% GPU Utilization Doesn't Mean 100% Heat](https://prophetstor.com/white-papers/why-100-gpu-utilization-doesnt-mean-100-heat/): GPU utilization shows 100%—but that doesn't mean 100% heat. ProphetStor explains why and how Federator.ai uses real power metrics for smarter cooling. - [AI-Driven Data Center Cooling: Google vs. ProphetStor](https://prophetstor.com/white-papers/ai-driven-data-center-cooling-google-vs-prophetstor/): Go beyond Google's AI for data center cooling—ProphetStor combines AI-driven resource management with smart liquid cooling to cut waste, boost performance, and meet ESG goals. - [Efficient GPU Resource Management on Kubernetes](https://prophetstor.com/gpu-operations-on-kubernetes/): Federator.ai GPU Booster optimizes GPU resource allocation for LLM training workloads across Kubernetes platforms like Red Hat OpenShift, SUSE Rancher, and VMware Tanzu. - [Resource Optimization on Virtual Machines (VMs)](https://prophetstor.com/it-cloud-operations-on-virtual-machine-vm/): Federator.ai optimizes IT/Cloud resource allocation for IT operations across VM clusters on VMware vSphere, AWS EC2, Azure, and Google. - [Cloud Resource Optimization on Kubernetes](https://prophetstor.com/it-cloud-operations-on-kubernetes/): Federator.ai optimizes IT/Cloud resource allocation for IT operations across Kubernetes clusters on EKS, AKS, GKE, Red Hat OpenShift, and SUSE Rancher. - [ESG-Aligned Smart Cooling for AI Data Centers](https://prophetstor.com/esg-alignment-and-smart-cooling/): Federator.ai GPU Booster offers visibility into environmental metrics and will soon add air and liquid cooling metrics to ensure uninterrupted training and support ESG goals. - [Quick Adoption in AI Ecosystem](https://prophetstor.com/quick-adoption-in-ai-ecosystem/): Federator.ai Stack enables quick setup of Federator.ai GPU Booster with essential AI software components for AI/ML training, from platforms to driver downloads. - [GPU Utilization Optimization](https://prophetstor.com/gpu-utilization-optimization/): Federator.ai GPU Booster optimizes NVIDIA MIG technology, boosting GPU utilization by up to 90% with detailed metrics and configuration guidance. - [AI/ML Throughput Enhancement](https://prophetstor.com/ai-ml-throughput-enhancement/): Federator.ai GPU Booster forecasts GPU needs for AI/ML workloads, reducing execution time by up to 50%, optimizing resources, and preventing training interruptions. - [Prometheus](https://prophetstor.com/fgb-integrations/prometheus/): Federator.ai GPU Booster uses Prometheus for secure, agentless metrics collection, optimizing GPU resource planning for dynamic LLM training. - [Federator.ai GPU Booster's Support](https://prophetstor.com/fgb-integrations/): Federator.ai GPU Booster uses APIs to collect metadata and operational metrics from monitoring services to optimize GPU operations for AI/ML training. - [AI-Driven Data Center:<br>Federator.ai DataCenter OS for Optimal Efficiency, Sustainability, Automation, and Global Compute Platform Integration](https://prophetstor.com/white-papers/federator-ai-datacenter-os-for-addc/): Discover how Federator.ai DataCenter OS manages AI-driven data centers (ADDC) by virtualizing, visualizing, automating, and globalizing compute resources for efficient and proactive environmental management. - [Request a demo of Federator.ai GPU Booster](https://prophetstor.com/request-demo-of-fgb/): Please fill out the form to the right to request a demo, and also check out our feature demo video and whitepapers for more information. We will contact you soon to schedule your demo. - [Federator.ai Stack<sup>™</sup>](https://prophetstor.com/federator-ai-gpu-booster/federator-ai-stack/): The Federator.ai Stack offers a comprehensive ecosystem that connects hardware, like GPU servers, with software, such as LLM applications, enabling the Federator.ai GPU Booster to run. - [Optimizing AI: The Critical Role of Dynamic GPU Resource Allocation in Large Language Model Training](https://prophetstor.com/white-papers/optimized-dynamic-gpu-allocation-in-llm-training/): Discover how our technology and Kubernetes enhance efficiency, reduce costs, and promote sustainability through dynamic GPU resource allocation for AI and LLM training. - [Federator.ai GPU Booster<sup>™</sup> —<br><span style="display:block; margin-top:8px;">AI-Driven GPU Resource Optimization for LLM Training on Kubernetes</span>](https://prophetstor.com/federator-ai-gpu-booster/): Enhances AI/ML training efficiency, optimizes Kubernetes resources, boosts total throughput, and reduces emissions in multi-tenant environments. - [Maximize GPU Efficiency in MultiTenant LLM Training: Federator.ai GPU Booster on High-End GPU Servers Cuts Job Times by 50% and Doubles GPU Utilization](https://prophetstor.com/white-papers/maximizing-gpu-efficiency-in-multitenant-llm-training/): Discover how Federator.ai GPU Booster revolutionizes GPU optimization on high-end servers, slashing LLM training job times by 50% and doubling GPU utilization. - [Federator.ai® & Microsoft Azure Monitor Integration](https://prophetstor.com/integrations/federator-ai-microsoft-azure-monitor-integration/): Federator.ai utilizes metrics from Azure Monitor to implement ML-based workload predictions and resource recommendations for VM clusters on Google Cloud. - [Azure Virtual Machine](https://prophetstor.com/azure-virtual-machine/): Federator.ai optimizes operations on Azure Cloud with AI for performance and cost efficiency, tackling misconfiguration and over-provisioning. - [Google Compute Engine](https://prophetstor.com/google-compute-engine/): Federator.ai optimizes operations on Google Cloud with AI for performance and cost efficiency, tackling misconfiguration and over-provisioning. - [Federator.ai® & Google Cloud’s operations suite Integration](https://prophetstor.com/integrations/federator-ai-google-clouds-operations-suite-integration/): Federator.ai utilizes metrics from Google Cloud operetions suite to implement ML-based workload predictions and resource recommendations for VM clusters on Google Cloud. - [Federator.ai® & VMware vCenter Integration](https://prophetstor.com/integrations/federator-ai-vmware-vcenter-integration/): Federator.ai utilizes metrics from vCenter to implement machine learning-based workload predictions and resource recommendations for VM clusters on VMware vSphere. - [Federator.ai® & Amazon CloudWatch Integration](https://prophetstor.com/integrations/federator-ai-amazon-cloudwatch-integration/): Federator.ai utilizes metrics from Amazon CloudWatch to implement machine learning-based workload predictions and resource recommendations for VM clusters on AWS EC2. - [Taming MultiCloud Chaos: Leveraging Federator.ai for Simplified, Efficient, and Cost-Effective MultiCloud Management](https://prophetstor.com/white-papers/taming-multicloud-chaos/): Federator.ai enhances cost control, security config, and interoperability with a comprehensive view across platforms, enabling intelligent resource allocation and automation. - [VMware Tanzu](https://prophetstor.com/vmware-tanzu/): Popular Kubernetes Platform for VMs VMware Tanzu is a platform that enables organizations to build and run modern applications using... - [Amazon EC2](https://prophetstor.com/amazon-ec2/): Federator.ai optimizes Amazon EC2 with AI for performance and cost efficiency, tackling misconfiguration and over-provisioning. - [VMware vSphere](https://prophetstor.com/vmware-vsphere/): Popular VM Platform VMware vSphere is a popular virtualization platform that provides a flexible infrastructure for running a wide range... - [Amazon EKS/ Azure AKS/ Google GKE](https://prophetstor.com/amazon-eks-azure-aks-google-gke/): Popular Public Cloud Services Amazon EKS (Elastic Kubernetes Service), Azure AKS (Azure Kubernetes Service), and Google GKE (Google Kubernetes Engine)... - [Red Hat OpenShift/ SUSE Rancher](https://prophetstor.com/red-hat-openshift-suse-rancher/): Popular Kubernetes Platforms Red Hat OpenShift and SUSE Rancher are two of the most popular enterprise-grade Kubernetes platforms used to... - [Green IT/ ESG](https://prophetstor.com/green-it-esg/): 100% Green electricity and the adoption of Cloud resources are keys to lowering carbon footprint. Efficiency in cooling and consolidation of the servers make Data Center greener. - [Optimal Portfolio of Cloud Instances](https://prophetstor.com/optimal-cloud-instance-combinations/): With the help of machine learning-based analysis, Federator.ai can classify workload patterns for individual applications in no time, after receiving historical data, and offer appropriate portfolios of cloud instances to fit application demands. - [Cyber Security Application](https://prophetstor.com/cyber-security-application/): Federator.ai provides comprehensive monitoring and analysis of data across various technology domains, including applications, infrastructure, data, network, and security. - [Adding Application-Aware Optimization to VMware Tanzu Using ProphetStor Federator.ai's Patented Multi-Layer Correlation Technology](https://prophetstor.com/white-papers/adding-application-aware-optimization-to-vmware-tanzu/): A streamlined and optimized IT infrastructure is critical for success in today's competitive corporate world. - [Introduction to ProphetStor's Federator.ai: Cloud Operations, Optimized](https://prophetstor.com/white-papers/introduction-to-prophetstors-federator-ai/): ProphetStor is a leading provider of IT/cloud operation optimization and application resilience solutions, with over 14 granted USA patents and 10+ patents pending. - [Transforming IT and Cloud Operations with Federator.ai: Applied Observability and Deep Insights for Cybersecurity](https://prophetstor.com/white-papers/transforming-it-and-cloud-operations-with-federator-ai/): Enterprise CIOs face growing difficulties in managing complex IT and cloud operations while maintaining high levels of security and observability. - [CrystalClear by ProphetStor: Transforming Time Series Forecasting for Microservices Management](https://prophetstor.com/white-papers/crystalclear-by-prophetstor/): Explore why CrystalClear Time Series Analysis Engine, outperforming Facebook Prophet and LinkedIn Greykite, translates to more precise predictions, faster decision-making, and cost savings. - [The Patented AI-powered DataProphet Recommendation Engine is Revolutionizing Cloud Operations and Cost Management](https://prophetstor.com/white-papers/the-patented-ai-powered-dataprophet-recommendation-engine/): Explore how the DataProphet Recommendation Engine uses advanced machine learning algorithms to optimize performance, reduce costs, and improve efficiency. - [Optimizing VMware Operation with AI-Powered Federator.ai: Boosting Efficiency, Performance, and Cost Savings in Virtual Infrastructure Management](https://prophetstor.com/white-papers/optimizing-vmware-operation-with-ai-powered-federator-ai/): Check out ProphetStor's Federator.ai, an AIOps platform designed to enhance your virtualization environment with predictive analytics and machine learning. - [Unlocking the Power of Operation Metadata with Prometheus and Federator.ai: Easy and Efficient Predictive Analytics, Autoscaling, and Cost Management](https://prophetstor.com/white-papers/unlocking-the-power-of-operation-metadata-with-prometheus/): Prometheus and Federator.ai effectively manage IT systems with predictive analytics, application insight, autoscaling, and cost management for optimized operations. - [Optimizing VM Resources for Green IT: A Case Study with Chunghwa Telecom and ProphetStor Federator.ai](https://prophetstor.com/case-studies/a-case-study-with-chunghwa-telecom-and-prophetstor-federator-ai/): Explore how Chunghwa Telecom leveraged ProphetStor’s Federator.ai to overcome challenges of operations and achieve cost savings and Green IT objectives. - [How AWS Managed Service Providers Help Their Customer Optimize Cloud Spend and Improve Their Operation Margin with Federator.ai](https://prophetstor.com/white-papers/how-aws-msps-optimize-margin-and-customers-costs/): Discover how Federator.ai provides predictive analytics to help MSP and its end-users optimize usage of Amazon EC2 instances, leading to cost savings and improved performance. - [Federator.ai Significantly Reduces Cloud Spend and Carbon Footprint at P Bank](https://prophetstor.com/case-studies/federator-ai-significantly-reduces-cloud-spend-and-carbon-footprint-at-p-bank/): Explore how Federator.ai optimizes the infrastructure, enhances application resilience, reduces cloud costs, and achieves Green IT for P Bank. - [ProphetStor’s AI-Enabled Energy Efficiency and Planning Solution for Modern Data Centers](https://prophetstor.com/white-papers/innovative-ai-solution-for-data-centers/): Unleash AI data center efficiency with Federator.ai's patented multi-layer correlation technology. Cut energy costs 50% and boost ESG compliance. Read now. - [How Federator.ai is Helping a Leading Networking Company Improve Cloud Resource Management](https://prophetstor.com/case-studies/federator-ai-helps-networking-company-manage-cloud-resources/): Discover how Federator.ai helped a networking hardware & software company effectively manage cloud resources and achieve over 80% in estimated cumulative savings. - [Federator.ai Brings a Pleasant Journey of a World-leading Research and Advisory Company in Moving to MultiCloud with Kubernetes](https://prophetstor.com/case-studies/pleasant-journey-of-a-research-and-advisory-company-in-moving-to-multicloud/): Discover a research firm's successful move to MultiCloud and improved efficiency, cost savings, and performance with Federator.ai. - [Case Studies](https://prophetstor.com/case-studies/): See how companies have transformed their Cloud journeys with the help of ProphetStor to achieve efficiency, cost savings, and performance upgrades. Browse now. - [A GPU-based Supercomputer Sees 60% Increase in Utilization with Federator.ai](https://prophetstor.com/case-studies/a-gpu-based-supercomputer-sees-60-increase-in-utilization/): See how Federator.ai helps a national-level super-computing center in Taiwan make an intelligent allocation to save up to 60% of resources. - [Orange Leverages Federator.ai for Automated Resource Management and Green IT to Meet EU Corporate Sustainability Regulations](https://prophetstor.com/case-studies/telecom-automates-resource-management-and-optimization-on-multicloud/): Learn how Orange optimized its resource management and automation with ProphetStor's MultiCloud solution to achieve cost savings and Green IT. - [Applied Observability with AI/ML Technologies — How Federator.ai Helps Modern IT Operations](https://prophetstor.com/federator-ais-ai-ml-technologies-for-the-future/): Unlock the potential of AI/ ML with ProphetStor’s Federator.ai which offers data management, Applied Observability and analytics solutions for biz to stay ahead in the game. - [Request a demo of Federator.ai](https://prophetstor.com/request-demo-of-federator-ai/): Leave your contact information for us to schedule a demo by our engineers and see how Federtor.ai can help your business optimize both cost and performance KPIs. - [Contact Technical Support](https://prophetstor.com/contact-technical-support/): If you cannot get technical answers from our demo videos and documents, please fill out the form to the right and our senior engineer will contact you ASAP. - [Seminar/ Webinar Videos](https://prophetstor.com/seminar-webinar-videos/): It collects our presentation videos in seminars or webinars of the grand gathering. Federator.ai were introduced clearly and concisely to the elites in the industry. - [Intro/ Demo Videos](https://prophetstor.com/intro-demo-video/): The videos here contain an introduction to Federator.ai, a feature demo, reviews from clients, integration with other monitoring services, MSP strategy, etc. - [Setup Video](https://prophetstor.com/setup-video/): A quick video tutorial on installing Federator.ai from different sources and a step-by-step demo for the initial setup to have great management on Kubernetes. - [Go Green IT with Data-driven Intelligence](https://prophetstor.com/green-it-esg/): 100% Green electricity and the adoption of Cloud resources are keys to lowering carbon footprint. Efficiency in cooling and consolidation of the servers make Data Center greener. - [Application Acceleration](https://prophetstor.com/application-acceleration/): Based on predictions for individual application workload and resource usage, Federator.ai helps users achieve much better performance with fewer resources. - [Sound and Robust Sales Strategy for MSPs](https://prophetstor.com/optimal-cloud-instance-combinations/): With an innovative AI engine, Federator.ai provides visibility of cloud operations for an optimal blend of cloud instances to benefit MSP and its end-users. - [DataProphet Recommendation Engine —<br><span style="display:block; margin-top:8px;">Just-in-Time Resource Recommendations for AIOps</span>](https://prophetstor.com/dataprophet-recommendation-engine/): Turns workload predictions into Just-in-Time resource recommendations, cutting correlation computation by up to 1,000x. - [CrystalClear Time Series Analysis Engine — <br><span style="display:block; margin-top:8px;">Correlation-Based Forecasting for AIOps Resource Management</span>](https://prophetstor.com/crystalclear-time-series-analysis-engine/): Uses cross-correlation to forecast microservice resource usage up to 22.86x faster than traditional methods, with lower MAPE and no manual tuning. - [Cloud Cost Optimization and Application Resilience with ProphetStor](https://prophetstor.com/white-papers/cloud-cost-optimization-and-application-resilience-with-prophetstor/): Federator.ai uses ML technology and produces recommendations that meet and exceed Gartner framework for managing and optimizing costs of Public Cloud IaaS/PaaS. - [DataProphet: ProphetStor’s First-in-the-Industry Recommendation Engine for Cloud Operations Automation and Optimization](https://prophetstor.com/white-papers/first-in-the-industry-recommendation-engine-for-aiops/): Since there are too many application KPIs to understand and too many knobs to turn for optimization, a recommendation engine for AIOps is highly desired. - [ProphetStor’s CrystalClear Time Series Analysis Engine— Analytical Excellence Is All about Speed](https://prophetstor.com/white-papers/correlation-based-predictions/): See how ProphetStor's CrystalClear engine outperforms Facebook Prophet and Greykite for Kubernetes resource prediction — read the benchmark. - [Federator.ai<sup>®</sup> — <br><span style="display:block; margin-top:8px;">AI-Driven Resource Optimization for Kubernetes and MultiCloud</span>](https://prophetstor.com/federator_ai/): Federator.ai realizes AIOps by utilizing operation data for ML-based predictions and intelligently orchestrating application resources. Start for FREE! - [NGINX](https://prophetstor.com/integrations/nginx/): With autoscaling recommendation from Federator.ai, users can experience better performance in a more cost-efficient way for upstream web services on K8s. - [Ahim Kho](https://prophetstor.com/team/ahim-kho/): The Head of Business Development and Head of Partner Ecosystems at AWS, the Director of Marketing/Channel/Storage business at Sun Microsystems, VP at EMC, Managing Director at Bluecoat, President at Data Domain, Country Manager at Violin Memory, and Managing Director at Nutanix. - [Kafka](https://prophetstor.com/integrations/kafka-consumer-autoscaling/): Utilizing Machine Learning technology for predictions and analysis, Federator.ai achieves much better performance with much fewer resources by AI autoscaling. - [Prometheus](https://prophetstor.com/integrations/prometheus/): With the integration of Prometheus, Federator.ai analyzes the application and workload metrics and offers the workload predictions and resource recommendations. - [Sysdig](https://prophetstor.com/integrations/sysdig/): With the integration of Sysdig, Federator.ai analyzes the applications and workload metrics and provides the workload predictions and resource recommendations. - [Datadog](https://prophetstor.com/integrations/datadog/): By integrating with Datadog, Federator.ai can track and predict resource usage to prevent costly over-provisioning or performance-impacting under-provisioning. - [Federator.ai's Integrations](https://prophetstor.com/integrations/): Integration with existing monitoring services and Cloud platforms for fast adoption of ML-based automated solutions for optimization of cost and performance. - [SUSE/ Rancher Marketplace](https://prophetstor.com/suse-rancher-marketplace/): With Federator.ai, SUSE/ Rancher can benefit from the efficiency of capacity planning, continuous optimization of resource allocation, and cost savings. - [Performance Optimization](https://prophetstor.com/performance-optimization/): Based on machine learning for the application-specific workload and KPI metrics, Federator.ai provides Just-in-Time Autoscaling to fit the application demands. - [Cost Management and Cloud Migration](https://prophetstor.com/cost-management/): Federator.ai provides cost projection by workload predictions, operational savings with continuous rightsizing, and optimal migration scenarios for MultiCloud. - [Sysdig Integration](https://prophetstor.com/sysdig-integration/): Federator.ai is an AI-based solution that helps enterprise who uses Sysdig service manage, optimize, auto-scale resources for any applications on Kubernetes. - [Federator.ai Application Form](https://prophetstor.com/federator-ai-trial/): Submit the form for a free AIOps software download. An email with information on Federator.ai installation will be sent to you. Let’s start to optimize Cloud. ## Posts - [Video | ProphetStor Federator.ai Smart Liquid Cooling Feature Demo](https://prophetstor.com/2026/08/07/federator-ai-smart-liquid-cooling-feature-demo/): ProphetStor Federator.ai Smart Liquid Cooling predicts AI data center thermal loads to dynamically adjust cooling pump speeds. Using advanced workload forecasting, it optimizes coolant flow exactly when and where needed. Reduce pump energy by up to 30%, maintain ideal hardware temperatures, and extend server lifespan with Federator.ai Smart Liquid Cooling. - [Why Megawatts are Misleading: <br><span style="display:block; margin-top:8px;">The Rise of the GPU Infrastructure Yield Layer</span>](https://prophetstor.com/2026/07/01/gpu-infrastructure-yield-layer-explained/): Enterprise GPUs run at just 5% utilization. See how Federator.ai Cortex's GPU Infrastructure Yield Layer turns stranded capacity into billable AI throughput. - [INFOGRAPHIC | Federator.ai Cortex: The AI Factory Engine](https://prophetstor.com/2026/05/15/infographic-federator-ai-cortex-the-ai-factory-engine/): See how Federator.ai Cortex closes the IT/MEP loop to end thermal throttling, recovering up to 10% of stranded GPU capacity with pre-built NVIDIA NCP APIs. - [INFOGRAPHIC | Data Center Optimization](https://prophetstor.com/2026/03/23/infographic-data-center-optimization/): Optimize AI data centers beyond the gray space with predictive control and closed-loop operations—boost GPU utilization, cut cooling costs, and accelerate workloads. - [U.S. Patent Awarded: Predictive GPU Utilization Optimization for AI Factory Data Centers](https://prophetstor.com/2026/02/26/predictive-gpu-utilization-optimization/): ProphetStor patent US12596580B2 predicts GPU demand before it shifts — proactive allocation for Kubernetes, VMs, and liquid-cooled AI factory data centers. - [U.S. Patent Awarded: Predictive Self-Driving Autoscaling for AI Factory Data Centers](https://prophetstor.com/2025/08/12/patent-for-predictive-self-driving-autoscaling/): Patented predictive self-driving autoscaling forecasts resource demand and executes the lowest-cost scaling path across K8s, VMware, and cloud environments. - [ProphetStor Secures U.S. Patent for AI-Powered Interactive Dashboard Technology](https://prophetstor.com/2024/12/23/patent-for-ai-powered-interactive-dashboard/): U.S. Patent No. 12,505,169 B2 covers an AI-powered interactive dashboard that uses LLMs to understand user intent, generate workflows dynamically, and deliver real-time conversational analytics. - [Video | ProphetStor Federator.ai GPU Booster Feature Demo](https://prophetstor.com/2024/06/26/federator-ai-gpu-booster-feature-demo/): ProphetStor Federator.ai GPU Booster optimizes GPU resources on Kubernetes with patented algorithms. Perfect for businesses using high-end NVIDIA GPUs, it streamlines GPU management, especially for MultiTenant AI model training. Maximize GPU utilization, boost training throughput, and keep your AI initiatives ahead with Federator.ai GPU Booster. - [ProphetStor and TOMORROW NET Forge Alliance to Boost AI Development and Deployment in Japan and Korea](https://prophetstor.com/2024/05/30/prophetstor-and-tomorrow-net-build-a-reseller-partnership/): ProphetStor and TOMORROW NET partner to deliver Federator.ai GPU Booster across Japan and Korea, cutting LLM training time by 48% on Supermicro servers. - [ProphetStor Awarded World’s First Patent for Spatial and Temporal Optimization of GPU Utilization](https://prophetstor.com/2024/05/23/worlds-first-patent-for-spatial-and-temporal-gpu-optimization/): ProphetStor holds the world's first patent for spatial and temporal GPU optimization — using TS-DPBP to maximize AI Factory GPU utilization near 90%. - [U.S. Patent Awarded: Multi-Layer Correlation for AI Factory Infrastructure](https://prophetstor.com/2023/02/15/federator-ai-solution-granted-patent-for-application-aware-resilient-and-optimized-it-cloud-operations/): Patented multi-layer correlation tech predicts application workload and enables Just-in-Time Fitted resource orchestration for optimized IT/Cloud operations. - [Video | Win-Win Sales Strategy for An MSP and Its End-Users](https://prophetstor.com/2022/08/19/win-win-sales-strategy-for-msp-and-end-users/): Federator.ai helps achieve the balance of maximizing both the revenue for MSP and the cost savings for its end-users and earn more upsell opportunities for MSP. - [Industry-Leading Chunghwa Telecom Adopts ProphetStor Federator.ai for Green IT and Intelligent Continuous Cloud Operations](https://prophetstor.com/2022/07/15/cht-adopts-federator-ai-for-green-it-and-cloud-operations/): Chunghwa Telecom (CHT) has adopted ProphetStor Federator.ai in reducing idle resources in VM clusters and achieving both cost savings and Green IT objectives. - [ProphetStor Partners with Nextlink Technology to Exponentially Expand Managed Service Providers’ Businesses and Achieve Customer Obsession](https://prophetstor.com/2022/04/21/prophetstor-partners-with-nextlink/): Partnering with Nextlink, a leading managed MultiCloud solution provider in China, Taiwan, Hong Kong, and Southeast Asia, to facilitate cloud journey in APAC. - [Cloud Cost Management with ML-based Resource Predictions (Part I)](https://prophetstor.com/2022/04/13/cloud-cost-management-with-ml-based-resource-predictions-part-i/): Federator.ai utilizes ML technologies as a unique approach to help companies solve the cloud overspending problem, which facilitates planning for cloud budget. - [Cloud Cost Management with ML-based Resource Predictions (Part II)](https://prophetstor.com/2022/04/13/cloud-cost-management-with-ml-based-resource-predictions-part-ii/): It offers the visibility of cloud spending at different resource levels (clusters, cluster nodes, namespaces, applications, containers), and reduces the cost. - [Video | ProphetStor Federator.ai Feature Demo](https://prophetstor.com/2022/03/02/federator-ai-feature-demo-2/): ProphetStor Federator.ai is an AI-based solution that helps enterprises manage, optimize, and auto-scale resources for the applications on Kubernetes. - [ProphetStor Honors Sales and Technology Partner Evanston Technology Partners and Its CEO Emmanuel Jackson in Celebrating Black History Month](https://prophetstor.com/2022/02/11/prophetstor-partners-with-evanstontec/): We announce the onboarding of Evanston Technology Partners, which provides security, business intelligence and Cloud solutions, as a sales and technology partner. - [ProphetStor Releases Federator.ai 5.0 for Planning, Automation, and Optimization of The Next Phase Full-Scale Business-Focused Cloud Operations](https://prophetstor.com/2022/01/27/prophetstor-federator-ai-5-0/): Federator.ai 5.0 helps customers perform workload dynamics predictions and multi-layer impact analysis for a full-stack/deep understanding of applications. - [How to Configure An Application on Federator.ai for Autoscaling Kafka Consumer](https://prophetstor.com/2021/10/15/how-to-configure-an-application-on-federator-ai-for-autoscaling-kafka-consumer/): A quick description of how to achieve better performance and lower cost by auto-scaling Kafka consumers in Kubernetes environment, and a demo of how to configure an application on Federator.ai for Kafka consumer. - [Video | Kafka Summit Americas 2021 – Intelligent Auto-scaling of Kafka Consumers with Workload Prediction](https://prophetstor.com/2021/09/15/intelligent-auto-scaling-of-kafka-consumers-with-workload-prediction/): A presentation in Kafka Summit on why intelligent autoscaling is better than Kubernetes native HPA - [Intelligent Autoscaling of Kafka Consumers with Workload Prediction](https://prophetstor.com/2021/09/13/intelligent-autoscaling-of-kafka-consumers-with-workload-prediction/): Federator.ai calculates the right number of consumer replicas based on predicted workload and target KPI metrics to determine the capabilities of consumer pods. - [ProphetStor Federator.ai 4.7 Brings Machine Learning to Cloud Operation Optimization for VM and Container-Based Applications](https://prophetstor.com/2021/09/10/prophetstor-federator-ai-4-7/): Federator.ai 4.7 includes cost analysis and management, auto resource provisioning for applications, CICD integration, intelligent autoscaling, and free start. - [Installing Federator.ai from Red Hat Marketplace](https://prophetstor.com/2021/08/16/installing-federator-ai-from-red-hat-marketplace/): A quick tutorial on installing Federator.ai from Red Hat OpenShift Marketplace. - [Video | ProphetStor Federator.ai Optimizes Kubernetes for Cost and Performance](https://prophetstor.com/2021/07/27/federator-ai-optimizes-kubernetes-for-cost-and-performance/): Federator.ai uses predictive analytics to capture the dynamic application workloads and optimizes resource usage and performance in the MultiCloud environments. - [ProphetStor Joins Datadog Marketplace to Deliver AI-based Optimization and Automation for Cloud Native Applications](https://prophetstor.com/2021/07/19/prophetstor-joins-datadog-marketplace/): Federator.ai, an AIOps solution for optimization of performance and cost savings, is available on Datadog Marketplace. Start for FREE! - [A Smarter, Cost-efficient Way to Provision Cloud Workloads with ProphetStor Federator.ai](https://prophetstor.com/2021/07/02/a-way-to-provision-cloud-workloads-with-federator-ai/): Federator.ai is an AI-based solution that helps enterprises manage and optimize resources for applications on Kubernetes. - [Installing Federator.ai from SUSE/Rancher Marketplace](https://prophetstor.com/2021/06/30/installing-federator-ai-from-suse-rancher-marketplace/): A quick tutorial on installing Federator.ai from SUSE/Rancher Marketplace. - [Video | ProphetStor Federator.ai CI/CD Integration with Terraform](https://prophetstor.com/2021/06/16/federator-ai-for-terraform-video/): Learn how to integrate Federator.ai with Terraform to intelligently provision the right amount of resources to maximize the usage of their capacity. - [ProphetStor Partners with Padok to Help Customers to Optimize at All Stages of Their Journey in the Cloud](https://prophetstor.com/2021/06/11/prophetstor-partners-with-padok/): ProphetStor and Padok, a French Cloud solution company, become partners, that helps customers in EMEA achieve both application performance and cost objectives. - [Video | ProphetStor Federator.ai and Sysdig Integration](https://prophetstor.com/2021/05/31/federator-ai-for-sysdig-video/): Integrated with Sysdig, Federator.ai offers workload predictions and right-sized resource recommendations for K8s clusters and applications on Sysdig. - [INFOGRAPHIC | Federator.ai Multi-layer Correlation](https://prophetstor.com/2021/05/24/infographic-federator-ai-multilayer-correlation/): Value Proposition of Federator. ai Why Federator. ai Application behaviors are dynamic and optimization are hard, so ProphetStor Federator. ai... - [Video | ProphetStor Federator.ai and Datadog Integration](https://prophetstor.com/2021/05/18/federator-ai-for-datadog-video/): Integrated with Datadog, Federator.ai offers workload predictions and right-sized resource recommendations for K8s clusters and applications on Datadog. - [Video | ProphetStor Federator.ai Feature Demo](https://prophetstor.com/2022/03/02/federator-ai-feature-demo): ProphetStor Federator. ai Feature Demo With ProphetStor Federator. ai, you can easily manage, optimize, and auto-scale resources for any applications... - [ProphetStor Federator.ai Installation and Configuration](https://prophetstor.com/2021/04/20/federator-ai-installation-and-configuration/): ProphetStor Federator.ai is an AI-based solution that helps enterprises manage, optimize, and auto-scale resources for any applications on Kubernetes. Using advanced machine learning algorithms to predict application workloads, Federator.ai scales the appropriate amount of resources at the right time for optimized application performance. - [ProphetStor Brings Machine Learning-Based Intelligent Kubernetes Orchestration to Sysdig Customers and Simplified MultiCloud Cost Analysis with Federator.ai](https://prophetstor.com/2021/03/15/prophetstor-brings-intelligent-kubernetes-orchestration-to-sysdig-customers/): Federator.ai, an AIOps platform, collects operation metrics from Sysdig, a secure DevOps company, to achieve data-driven intelligence in a single-pane console. - [Joint webinar with Datadog:
Understanding and Rightsizing Container Resources With Datadog and Prophetstor](https://prophetstor.com/2021/02/26/joint-webinar-with-datadog/): In this webinar, we show how Datadog and ProphetStor help teams to solve the challenges in deploying containerized applications on OpenShift by bringing end-to-end visibility and resource optimization recommendations to meet application performance and cost requirements. - [INFOGRAPHIC | Federator.ai Multicloud AIOps](https://prophetstor.com/2021/02/19/infographic-federator-ai/): Prophetstor Federator.ai brings machine learning to make Kubernetes automated Application-Aware and Workload-Sensible, which can save your operation cost and improve applications performance at the same time. - [ProphetStor Brings Machine Learning-Based Intelligent Kubernetes Orchestration to Sysdig Customers](https://prophetstor.com/2021/02/09/prophetstor-federator-4-4-release/): The latest Federator.ai 4.4, including Spot instance recommendations for Multicloud cost analysis, is available to Sysdig customers - [INFOGRAPHIC | Fedemeter](https://prophetstor.com/2020/12/29/infographic-fedemeter/): Fedemeter, the patent-pending cost analysis module of Federator.ai, takes the input of current cluster configuration and workload prediction to produce a recommendation of the most cost-optimized cluster configuration for users. - [OpenShift TV program:
AI-Enabled Proactive Management for Cost and Performance Optimization in Hybrid MultiCloud](https://prophetstor.com/2020/12/21/openshift-tv-program-dec-16-2020/): Mike Waite, Senior Principal Product Marketing at Red Hat, interviewed ProphetStor CEO Eric Chen and EVP of Products Ming Sheu... - [ProphetStor Adds to Its Executive Business Development Team with Industry Veteran](https://prophetstor.com/2020/12/07/prophetstor-adds-to-its-executive-business-development-team/): Tad Lebeck has joined its executive team, which brings to ProphetStor more than 30 years of professional experience in enterprise software and cloud solution from Legato, Symantec, Veritas, and Huawei-Symantec, to name a few. - [ProphetStor Expands Taipei Operation to Support Its APAC Regional Customers](https://prophetstor.com/2020/11/25/prophetstor-expands-taipei-operation/): MILPITAS, CA, November 25, 2020 — ProphetStor is delighted to announce the opening of its new and expanded Taipei office... - [Joint webinar with Red Hat:
Federator.ai for Optimizing Resource Management on OpenShift](https://prophetstor.com/2020/11/11/joint-webinar-with-red-hat/): A joint webinar with Red Hat on how Federator. ai optimizes resource management on OpenShift. Watch webinar recording here: https://www.... - [See How ProphetStor Helps Orange France](https://prophetstor.com/2020/10/30/see-how-prophetstor-helps-orange-france/): The Interview with Manager of 'XaaS' Cloud Department at Orange. - [Video | Red Hat Summit 2019 - ProphetStor Federator.ai Demo](https://prophetstor.com/2020/09/15/video-red-hat-summit-2019-prophetstor-federator-ai-demo/): Red Hat Summit 2019 – ProphetStor Federator. ai Demo #OpenShift, #AI, #Multicloud, #HybridCloud, #Kubernetes, #ProphetStor, #RedHat, Tweet About ProphetStor Data... - [ProphetStor Announces Availability of Federator.ai on Red Hat Marketplace](https://prophetstor.com/2020/09/08/red-hat-marketplace/): ProphetStor's flagship solution Federator.ai, which uses advanced machine learning technologies, is now available through Red Hat Marketplace. - [ProphetStor Is Granted a Patent on Modeling Application Workloads to Automate the Management and to Predict the Anomalies of Storage Resources in MultiCloud Environments](https://prophetstor.com/2020/08/31/prophetstor-is-granted-a-patent-on-modeling-application-workloads-to-automate-the-management-and-to-predict-the-anomalies-of-storage-resources-in-multicloud-environments/): ProphetStor has been granted a patent for its innovative modeling application workloads, enhancing storage resource management on MultiCloud. - [ProphetStor Brings Machine Learning Based Intelligent Kubernetes Orchestration to Datadog Customers](https://prophetstor.com/2020/08/24/prophetstor-brings-machine-learning-based-intelligent-kubernetes-orchestration-to-datadog-customers/): ProphetStor Data Services, Inc. today announced the general availability of Federator. ai 4. 3 for Datadog. Federator. ai, ProphetStor’s Artificial... - [ProphetStor Is Granted a Foundation Patent on Adapting Infrastructure Resource Deployments According to the Lifecycle of Application Workloads](https://prophetstor.com/2020/08/17/prophetstor-is-granted-a-foundation-patent-on-adapting-infrastructure-resource-deployments-according-to-the-lifecycle-of-application-workloads/): ProphetStor Data Services, Inc. was assigned the patent “METHOD FOR DEPLOYING STORAGE SYSTEM RESOURCES WITH LEARNING OF WORKLOADS APPLIED THERETO“... - [ProphetStor’s Patent on Meeting Applications Future Demands Is the Foundation for Viable AIOps and Machine Learning for System Operation](https://prophetstor.com/2020/08/10/prophetstors-patent-on-meeting-applications-future-demands-is-the-foundation-for-viable-aiops-and-machine-learning-for-system-operation/): ProphetStor Data Services, Inc. was assigned the patent “METHOD FOR OPTIMIZING STORAGE CONFIGURATION FOR FUTURE DEMAND AND SYSTEM THEREOF“ (Patent... - [ProphetStor’s Patent on AI-Powered Workload-Aware Framework Becomes the Foundation of AIOps for Optimization in MultiCloud and 5G](https://prophetstor.com/2020/08/03/prophetstors-patent-on-ai-powered-workload-aware-framework-becomes-the-foundation-of-aiops-for-optimization-in-multicloud-and-5g-2/): At the heart of the IT technology, it is the applications that need to be ultimately supported. ProphetStor brings the essence of workload awareness to its design philosophy for optimization in resource allocation and workload placement. - [ProphetStor Adds to Its Executive Team with Industry Veteran](https://prophetstor.com/2020/07/27/prophetstor-adds-to-its-executive-team-with-industry-veteran/): ProphetStor Data Services, Inc. has been striving to bring its AI-enabled solution to address the complexity and efficacy of the... - [ProphetStor’s Patent on AI-based Methods in Predicting the Life Span of Storage Systems Facilitates Proactive Management to Support SLAs and Reduce Operation Costs in Data and Cloud Centers](https://prophetstor.com/2020/07/20/prophetstors-patent-on-ai-based-methods-in-predicting-the-life-span-of-storage-systems-facilitates-proactive-management-to-support-slas-and-reduce-operation-costs-in-data-and-cloud-centers/): ProphetStor Data Services, Inc. was assigned the patent “METHOD AND SYSTEM FOR DIAGNOSING REMAINING LIFETIME OF STORAGES IN DATA CENTER“... - [Orange France Uses Federator.ai for Auto-scaling, Optimizing Resources and Application Performance on Its MultiCloud Infrastructure](https://prophetstor.com/2020/07/09/orange-france-uses-federator-ai-for-auto-scaling-optimizing-resources-and-application-performance-on-its-multi-cloud-infrastructure/): France Télécom S.A., the 4th largest mobile network operator in Europe, uses Federator.ai for auto-scaling, optimizing resources and application performance on its MultiCloud infrastructure. - [ProphetStor Joins Datadog Partner Network as a Technology Partner and Offers Integrated Intelligent Orchestration Solutions to Joint Customers](https://prophetstor.com/2020/06/24/prophetstor-joins-datadog-partner-network-as-a-technology-partner-and-offers-integrated-intelligent-orchestration-solutions-to-joint-customers/): The Federator.ai and Datadog integration allows customers to get AI-enabled recommendations for HPA based on observability into applications’ resource utilization. - [Federator.ai – AI Solution for Auto-Scaling on Kubernetes with Datadog](https://prophetstor.com/2020/06/17/federator-ai-ai-solution-for-auto-scaling-on-kubernetes-with-datadog/): Using metrics from Datadog, Federator.ai provides AI-based predictions to make recommendations and auto-scale containerized application workloads on Kubernetes. - [Application-Aware Federator.ai for Kafka on Kubernetes Enhances Performance and Reduces Cost](https://prophetstor.com/2019/10/24/application-aware-federator-ai-for-kafka-on-kubernetes-enhances-performance-and-reduces-cost/): The fluctuation in creating/deleting Kafka consumers may not be effective and result in added lags (queue length), which is not desirable for the operation. AI/ML-based solution - [Democratizing Cloud Usage with Digital Intelligence for Multicloud](https://prophetstor.com/2019/10/24/democratizing-cloud-usage-with-digital-intelligence-for-multicloud/): Target Audience: Users of NetApp Kubernetes Services Desired Action After Reading Post: Sign up for free trials. Topic – How... - [ProphetStor’s Federator.ai Operator Provides Intelligent Resource Optimization for Red Hat OpenShift Users in MultiCloud Environments](https://prophetstor.com/2019/05/08/prophetstor-federatorai-operator-provides-intelligence-for-openhift/): ProphetStor Data Services, Inc. has officially announced its Federator. ai Operator that is listed on OperatorHub. io and can be... - [ProphetStor Awarded A New Patent in Extending Disk Life Span with Work Load Patterns to Optimize Cost of Operation in MultiCloud Environments](https://prophetstor.com/2019/05/03/prophetstor-is-granted-a-patent-on-modeling-application-workloads-to-automate-the-management-and-to-predict-the-anomalies-of-storage-resources-in-multicloud-environments-2/): MILPITAS, CA, May 03, 2019 — ProphetStor Data Services, Inc. , a leader in Digital Intelligence for MultiCloud platforms, was... - [Prophetstor Will Exhibit AIOps for Openshift Solution in Red Hat Summit 2019 in Boston](https://prophetstor.com/2019/05/03/prophetstor-will-exhibit-aiops-for-openshift-solution-in-red-hat-summit-2019-in-boston/): MILPITAS, CA, May 03, 2019 —ProphetStor Data Services, Inc. , the leader in Digital Intelligence for Multi-Cloud platforms is delighted... - [Arrow Electronics Extends Data and Artificial Intelligence Portfolio with ProphetStor](https://prophetstor.com/2018/10/29/arrow-electronics-extends-data-and-artificial-intelligence-portfolio-with-prophetstor/): Paris, October 29, 2018 — Global technology provider Arrow Electronics and Intelligent Data Platform provider ProphetStor Data Services, Inc. ,... - [Disk Health Prediction for Ceph Mimic](https://prophetstor.com/2018/09/24/disk-health-prediction-for-ceph-mimic/): MILPITAS, CA, September 24, 2018 — We at ProphetStor Data Services, Inc. are excited to announce our contribution to Ceph’s... - [Lanner Partners with ProphetStor](https://prophetstor.com/2018/09/21/lanner-partners-with-prophetstor-to-deploy-ai-based-predictive-maintenance-service-for-vcpe-ucpe/): Lanner Partners with ProphetStor to Deploy AI-based Predictive Maintenance Service for vCPE/uCPE Fremont, USA, September 21, 2018 — Lanner Electronics... - [First AI-Driven All Flash Array Customer in United Kingdom, Kennedy Wilson](https://prophetstor.com/2018/04/23/prophetstor-announces-its-first-ai-driven-all-flash-array-customer-in-united-kingdom-kennedy-wilson/): ProphetStor Announces its First AI-Driven All Flash Array Customer in United Kingdom, Kennedy Wilson MILPITAS, CA, April 23, 2018 —... - [AI-enabled Disk Prophet® Paves the Way for Intelligent Data Center Operations](https://prophetstor.com/2018/04/16/ai-enabled-disk-prophet-paves-the-way-for-intelligent-data-center-operations/): ProphetStor’s New AI-enabled Disk Prophet™ Paves the Way for Intelligent Data Center Operations MILPITAS, CA, April 16, 2018 — ProphetStor... - [ProphetStor Partnership with Peering one](https://prophetstor.com/2018/04/14/prophetstor-partnership-with-peering-one/): KUALA LUMPR, MALAYSIA, April 03, 2018 — ProphetStor Data Services, Inc. , a leader in Intelligent data platform, today announced... - [AI-Driven DiskProphet®2.0](https://prophetstor.com/2018/02/27/ai-driven-diskprophet2-0/): ProphetStor’s AI-Driven DiskProphet® 2. 0 Leaps to Deliver Higher Standard of Services with Accurate Predictions for Both Disks and Systems... - [Workload-consumed Resource Management in a Cloud Data Center](https://prophetstor.com/2018/01/16/workload-consumed-resource-management-in-a-cloud-data-center/): ProphetStor Strengthens Its Global Patent Portfolio with AI-enabled Predictives for Optimizing Utilization of the Workload-Consumed Resource Management in a Cloud... - [ProphetStor Patent Aims to Simplify Ai-driven Container Intelligence for Self-Driving Data Center](https://prophetstor.com/2018/01/04/prophetstor-patent-aims-to-simplify-ai-driven-container-intelligence-for-self-driving-data-center/): ProphetStor Patent Aims to Simplify AI-Driven Container Intelligence for Self-Driving Data Center MILPITAS, CA, January 04, 2018 — ProphetStor Data... - [XSKY and ProphetStor Team Up In Strategic Partnership in Beijing](https://prophetstor.com/2017/12/01/xsky-and-prophetstor-team-up-in-strategic-partnership-in-beijing/): BEIJING, CHINA, December 1, 2017 — XSKY Beijing Data Technology Corporation Limited and ProphetStor Data Services, Inc signed a strategic... - [StellarFlash Arrays Delivers Intelligence to Software-defined Datacenter](https://prophetstor.com/2017/09/18/stellarflash-arrays-delivers-intelligence-to-software-defined-datacenter/): To Satisfy the Changing Needs of Business-Critical Applications MILPITAS, CA, September 18, 2017 — ProphetStor Data Services, Inc. , the... - [ProphetStor Germany Go-to-market with Delivering Intelligence to Software-Defined Datacenter](https://prophetstor.com/2017/09/15/prophetstor-germany-go-to-market-with-delivering-intelligence-to-software-defined-datacenter/): First Appearance in Cloud 2017 Technology and Services Conference in Munich, Cologne and Hamburg PARIS, FRANCE. , September 15, 2017... - [ProphetStor Announces Distribution Agreement with Info X Distribution to Promote Ai-empowered StellarFlash](https://prophetstor.com/2017/08/09/prophetstor-announces-distribution-agreement-with-info-x-distribution-to-promote-ai-empowered-stellarflash/): The new distribution agreement is expected to strongly expand ProphetStor’s presence in North America MILPITAS, CA. , August 09, 2017... - [ProphetStor Drives EMEA Expansion with Key Strategic Appointments in France, UK And Germany](https://prophetstor.com/2017/07/11/prophetstor-drives-emea-expansion-with-key-strategic-appointments-in-france-uk-and-germany/): Next phase of company’s aggressive expansion strategy kicks off with the opening of EMEA offices with key appointments of Guillaume... - [Data Security Solutions to Safeguard Against Ransomware by HPE, ProphetStor & Innovix](https://prophetstor.com/2017/05/29/data-security-solutions-to-safeguard-against-ransomware-by-hpe-prophetstor-innovix/): ProphetStor and Innovix Distribution to introduce the Latest Innovation of Data Security to Safeguard against Ransomware MALAYSIA, KUALA LUMPUR, May... - [DR Prophet® Safeguards Enterprises Against Ransomware](https://prophetstor.com/2017/05/22/dr-prophet-safeguards-enterprises-against-ransomware/): ProphetStor DR Prophet® Safeguards Enterprises against Ransomware with Assured Recovery and Enhanced Protection Policy MILPITAS, CA, May 22, 2017 –... - [AI Holdings Invested US$10 Million to Expand Business in Japan](https://prophetstor.com/2017/02/17/ai-holdings-invested-us10-million-to-expand-business-in-japan/): Ai Holdings Corporation Makes US$10 Million Investment and Joins Forces with ProphetStor to Expand Business in Japan ProphetStor Data Services,... ## Services - [Predictive Liquid Cooling for AI Data Centers](https://prophetstor.com/white-papers/predictive-liquid-cooling-for-ai-data-centers/): Save 30% cooling energy and boost GPU performance by 45% with Federator.ai Smart Liquid Cooling—predictive, workload-aware control for next-gen AI data centers. - [Why Variable-Speed Control Matters for ESG in GPU Rack Cooling](https://prophetstor.com/white-papers/why-fixed-flow-gpu-rack-cooling-wastes-energy/): Learn how Federator. ai Smart Liquid Cooling uses real-time metrics and variable-speed control to save up to 40% in cooling... - [Why 100% GPU Utilization Doesn’t Mean 100% Heat](https://prophetstor.com/white-papers/why-100-gpu-utilization-doesnt-mean-100-heat/): Don’t be misled by a single metric for GPU server cooling. Discover how Federator. ai Smart Liquid Cooling keeps GPUs... - [AI-Driven Data Center Cooling Solutions: Google vs. ProphetStor](https://prophetstor.com/white-papers/ai-driven-data-center-cooling-google-vs-prophetstor/): ProphetStor integrates AI-driven, application-aware resource management with smart liquid cooling to cut waste, boost performance, and achieve ESG. - [AI-Defined Data Center: A unified, intelligent system with V-VOG Capabilities](https://prophetstor.com/white-papers/federator-ai-datacenter-os-for-addc/): Discover how Federator.ai DataCenter OS manages AI-driven data centers by virtualizing, visualizing, automating, and globalizing compute resources for efficient and proactive environmental management. - [The Critical Role of Dynamic GPU Allocation in LLM Training](https://prophetstor.com/white-papers/optimized-dynamic-gpu-allocation-in-llm-training/): Discover how our technology and Kubernetes enhance efficiency, reduce costs, and promote sustainability through dynamic GPU resource allocation for AI and LLM training. - [Maximize GPU Efficiency in Multi-Tenant LLM Training: Halve Job Times and Double GPU Utilization](https://prophetstor.com/white-papers/maximizing-gpu-efficiency-in-multitenant-llm-training/): Discover how Federator. ai GPU Booster revolutionizes GPU optimization on high-end servers, slashing LLM training job times by 50% and... - [Resource Efficiency](https://prophetstor.com/): Tackles MultiTenant application workloads with ingenious resource configuration, maximizing resource efficiency while reducing carbon emissions - [Operation Simplicity](https://prophetstor.com/): Federator.ai reduces the complexity of IT operations by up to 80%. It is easy to apply, easy to manage, and fast Time-to-Value with ML-based solutions. - [Performance Resilience](https://prophetstor.com/): Federator.ai captures the dynamics of workload to predict resource usage and provides Just-In-Time Fitted recommendations to fit application demands. - [Democratizing Cloud Usage with Digital Intelligence for Multicloud

](https://prophetstor.com/2019/10/24/democratizing-cloud-usage-with-digital-intelligence-for-multicloud/): Cloud helps free the developers and data scientists from operating in the legacy IT infrastructure so they can... - [Application-aware Federator.ai for Kafka on Kubernetes Enhances...](https://prophetstor.com/2019/10/24/application-aware-federator-ai-for-kafka-on-kubernetes-enhances-performance-and-reduces-cost/): A Kafka Stream Application reads from a topic, Software-Defined Storage performs some calculations, transformations to finally write... - [Federator.ai – AI Solution for Auto-Scaling on Kubernetes with Datadog](https://prophetstor.com/2020/06/17/federator-ai-ai-solution-for-auto-scaling-on-kubernetes-with-datadog/): With Datadog, our enterprise customers are now able to monitor their application workloads and get visibility into Kubernetes... # # Detailed Content ## Pages > Download the Federator.ai datasheet: full specs, architecture, and benchmarks for the AI Ops full-stack platform powering efficient IT/ Cloud operations. - Published: 2026-08-12 - Modified: 2026-08-13 - URL: https://prophetstor.com/data-sheets/federator-ai/ - 頁面分類: Datasheet - Folder: Datasheet > Federator.ai GPU Booster Inference delivers zero-downtime LLM inference with autonomous GPU optimization. Download the datasheet for specs. - Published: 2026-08-12 - Modified: 2026-08-13 - URL: https://prophetstor.com/data-sheets/federator-ai-gpu-booster-inference/ - 頁面分類: Datasheet - Folder: Datasheet > Federator.ai Stack automates GPU server installation and software provisioning to cut time-to-online. Download the datasheet for specs. - Published: 2026-08-12 - Modified: 2026-08-13 - URL: https://prophetstor.com/data-sheets/federator-ai-stack/ - 頁面分類: Datasheet - Folder: Datasheet > Federator.ai Smart Liquid Cooling predicts thermal loads and adapts cooling in real time, cutting cooling energy by up to 30%. Download the datasheet. - Published: 2026-08-12 - Modified: 2026-08-13 - URL: https://prophetstor.com/data-sheets/federator-ai-smart-liquid-cooling/ - 頁面分類: Datasheet - Folder: Datasheet > Federator.ai GPU Booster dynamically allocates GPU resources for LLM training on Kubernetes, cutting job time by up to 50%. Download the datasheet. - Published: 2026-08-12 - Modified: 2026-08-13 - URL: https://prophetstor.com/data-sheets/federator-ai-gpu-booster/ - 頁面分類: Datasheet - Folder: Datasheet > Federator.ai Cortex unifies IT and OT telemetry to automate AI factory operations end-to-end. Download the datasheet for architecture and specs. - Published: 2026-08-12 - Modified: 2026-08-14 - URL: https://prophetstor.com/data-sheets/federator-ai-cortex/ - 頁面分類: Datasheet - Folder: Datasheet > Please fill out the form to request a demo, and also check out our product page, datasheet, and patent page for more information. We will contact you soon to arrange a time. - Published: 2026-07-15 - Modified: 2026-07-15 - URL: https://prophetstor.com/request-demo-of-fgbi/ > Please fill out the form to request a demo, and also check out our feature video and whitepapers for more information. We will contact you soon to arrange a time. - Published: 2026-07-15 - Modified: 2026-07-15 - URL: https://prophetstor.com/request-demo-of-fslc/ > Optimize GPU data centers with Federator.ai Cortex AIOps. Unify IT & OT to double GPU efficiency, cut downtime by 90%, and achieve PUE ≤ 1.15. - Published: 2026-04-07 - Modified: 2026-08-14 - URL: https://prophetstor.com/federator-ai-cortex/ - Folder: Products > Federator.ai SLC and Phaidra: complementary AI cooling for GPU data centers—CDU optimization plus workload-aware thermal control and 25-30% energy savings. - Published: 2026-03-26 - Modified: 2026-07-15 - URL: https://prophetstor.com/federator-ai-slc-phaidra/ > Multi-Layer Correlation is ProphetStor's patented full-stack sensory system for AI Factories — pre-allocating GPU/CPU, memory & network before demand hits. - Published: 2025-09-12 - Modified: 2026-08-04 - URL: https://prophetstor.com/multi-layer-correlation/ > Predictive Self-Driving Autoscaling for AI Factories: plans the optimal scaling path across future intervals, weighing run and transition costs. Patented. - Published: 2025-09-12 - Modified: 2026-08-04 - URL: https://prophetstor.com/predictive-self-driving-autoscaling/ > GPU utilization in AI Factories averages <40%. ProphetStor's world-first patented TS-DPBP raises that to near-90% — predicting demand before it arrives. - Published: 2025-09-12 - Modified: 2026-08-04 - URL: https://prophetstor.com/spatial-temporal-gpu-optimization/ > Maximize NVIDIA GPU efficiency for DeepSeek-R1 to deliver +64% LLM throughput, -26% latency, and zero OOM events with no manual tuning via Federator.ai. - Published: 2025-09-03 - Modified: 2026-06-28 - URL: https://prophetstor.com/federator-ai-gpu-booster-inference/ - Folder: Products > Ph.D. in Computer Science, UCLA. Expert in AI and large language model training with deep knowledge in distributed systems, cloud, and software technologies. - Published: 2025-08-29 - Modified: 2025-08-29 - URL: https://prophetstor.com/team/liwen-chen/ > Learn how Federator.ai Smart Liquid Cooling uses real-time metrics and variable-speed control to save up to 40% in cooling energy—without risking thermal limits. - Published: 2025-06-20 - Modified: 2025-06-20 - URL: https://prophetstor.com/white-papers/why-fixed-flow-gpu-rack-cooling-wastes-energy/request-download/ - 頁面分類: Whitepapers - Folder: Whitepapers > Save 30% cooling energy and boost GPU performance by 45% with Federator.ai Smart Liquid Cooling—predictive, workload-aware control for next-gen AI data centers. - Published: 2025-06-17 - Modified: 2025-06-17 - URL: https://prophetstor.com/white-papers/predictive-liquid-cooling-for-ai-data-centers/request-download/ - 頁面分類: Whitepapers - Folder: Whitepapers > ProphetStor uses real-time thermal and power metrics to optimize workload placement and cooling—enhancing efficiency beyond traditional GPU utilization indicators. - Published: 2025-06-04 - Modified: 2025-06-04 - URL: https://prophetstor.com/white-papers/why-100-gpu-utilization-doesnt-mean-100-heat/request-download/ - 頁面分類: Whitepapers - Folder: Whitepapers > Delivers workload-aware, predictive thermal control for GPU data centers—saving up to 30% cooling energy and accelerating compute by 45%. - Published: 2025-05-27 - Modified: 2026-07-02 - URL: https://prophetstor.com/federator-ai-smart-liquid-cooling/ - Folder: Products > Predictive, workload-aware liquid cooling with early fault detection enhances resilience, improves efficiency, and reduces energy use in data centers. - Published: 2025-05-26 - Modified: 2025-07-28 - URL: https://prophetstor.com/resilient-cooling-with-early-fault-detection/ > Federator.ai GPU Booster significantly improves GPU server performance and rack-level cooling efficiency to meet the compute-intensive demands of AGI. - Published: 2025-05-26 - Modified: 2025-09-12 - URL: https://prophetstor.com/future-proof-ai-data-centers-for-agi/ - Folder: GPU Operations > Download the whitepaper: AI-Driven Data Center Cooling: Google vs. ProphetStor in PDF version. - Published: 2025-05-23 - Modified: 2025-07-28 - URL: https://prophetstor.com/white-papers/ai-driven-data-center-cooling-google-vs-prophetstor/request-download/ - 頁面分類: Whitepapers - Folder: Whitepapers > Discover how our technology and Kubernetes enhance efficiency, reduce costs, and promote sustainability through dynamic GPU resource allocation for AI and LLM training. - Published: 2025-05-23 - Modified: 2025-05-23 - URL: https://prophetstor.com/white-papers/optimized-dynamic-gpu-allocation-in-llm-training/request-download/ - 頁面分類: Whitepapers - Folder: Whitepapers > Save 30% cooling energy and boost GPU performance by 45% with Federator.ai Smart Liquid Cooling—predictive, workload-aware control for next-gen AI data centers. - Published: 2025-05-19 - Modified: 2026-08-13 - URL: https://prophetstor.com/white-papers/predictive-liquid-cooling-for-ai-data-centers/ - 頁面分類: Whitepapers - Folder: Whitepapers > GPU rack cooling at fixed flow wastes up to 60% of pump energy. Workload-aware variable-speed control cuts cooling kWh by 25-40% with zero thermal risk. - Published: 2025-05-07 - Modified: 2026-06-30 - URL: https://prophetstor.com/white-papers/why-fixed-flow-gpu-rack-cooling-wastes-energy/ - 頁面分類: Whitepapers - Folder: Whitepapers > GPU utilization shows 100%—but that doesn't mean 100% heat. ProphetStor explains why and how Federator.ai uses real power metrics for smarter cooling. - Published: 2025-05-06 - Modified: 2026-06-30 - URL: https://prophetstor.com/white-papers/why-100-gpu-utilization-doesnt-mean-100-heat/ - 頁面分類: Whitepapers - Folder: Whitepapers > Go beyond Google's AI for data center cooling—ProphetStor combines AI-driven resource management with smart liquid cooling to cut waste, boost performance, and meet ESG goals. - Published: 2025-03-12 - Modified: 2026-08-11 - URL: https://prophetstor.com/white-papers/ai-driven-data-center-cooling-google-vs-prophetstor/ - 頁面分類: Whitepapers - Folder: Whitepapers > Federator.ai GPU Booster optimizes GPU resource allocation for LLM training workloads across Kubernetes platforms like Red Hat OpenShift, SUSE Rancher, and VMware Tanzu. - Published: 2024-10-08 - Modified: 2025-07-15 - URL: https://prophetstor.com/gpu-operations-on-kubernetes/ > Federator.ai optimizes IT/Cloud resource allocation for IT operations across VM clusters on VMware vSphere, AWS EC2, Azure, and Google. - Published: 2024-10-08 - Modified: 2025-07-15 - URL: https://prophetstor.com/it-cloud-operations-on-virtual-machine-vm/ > Federator.ai optimizes IT/Cloud resource allocation for IT operations across Kubernetes clusters on EKS, AKS, GKE, Red Hat OpenShift, and SUSE Rancher. - Published: 2024-10-08 - Modified: 2025-07-15 - URL: https://prophetstor.com/it-cloud-operations-on-kubernetes/ > Federator.ai GPU Booster offers visibility into environmental metrics and will soon add air and liquid cooling metrics to ensure uninterrupted training and support ESG goals. - Published: 2024-09-20 - Modified: 2025-07-14 - URL: https://prophetstor.com/esg-alignment-and-smart-cooling/ > Federator.ai Stack enables quick setup of Federator.ai GPU Booster with essential AI software components for AI/ML training, from platforms to driver downloads. - Published: 2024-09-05 - Modified: 2025-07-14 - URL: https://prophetstor.com/quick-adoption-in-ai-ecosystem/ > Federator.ai GPU Booster optimizes NVIDIA MIG technology, boosting GPU utilization by up to 90% with detailed metrics and configuration guidance. - Published: 2024-09-05 - Modified: 2026-08-11 - URL: https://prophetstor.com/gpu-utilization-optimization/ > Federator.ai GPU Booster forecasts GPU needs for AI/ML workloads, reducing execution time by up to 50%, optimizing resources, and preventing training interruptions. - Published: 2024-09-05 - Modified: 2025-07-14 - URL: https://prophetstor.com/ai-ml-throughput-enhancement/ > Federator.ai GPU Booster uses Prometheus for secure, agentless metrics collection, optimizing GPU resource planning for dynamic LLM training. - Published: 2024-09-03 - Modified: 2026-07-20 - URL: https://prophetstor.com/fgb-integrations/prometheus/ > Federator.ai GPU Booster uses APIs to collect metadata and operational metrics from monitoring services to optimize GPU operations for AI/ML training. - Published: 2024-08-29 - Modified: 2026-07-20 - URL: https://prophetstor.com/fgb-integrations/ - Folder: Integrations > Discover how Federator.ai DataCenter OS manages AI-driven data centers (ADDC) by virtualizing, visualizing, automating, and globalizing compute resources for efficient and proactive environmental management. - Published: 2024-07-08 - Modified: 2026-07-13 - URL: https://prophetstor.com/white-papers/federator-ai-datacenter-os-for-addc/ - 頁面分類: Whitepapers - Folder: Whitepapers > Please fill out the form to the right to request a demo, and also check out our feature demo video and whitepapers for more information. We will contact you soon to schedule your demo. - Published: 2024-06-26 - Modified: 2026-07-15 - URL: https://prophetstor.com/request-demo-of-fgb/ > The Federator.ai Stack offers a comprehensive ecosystem that connects hardware, like GPU servers, with software, such as LLM applications, enabling the Federator.ai GPU Booster to run. - Published: 2024-05-21 - Modified: 2026-06-21 - URL: https://prophetstor.com/federator-ai-gpu-booster/federator-ai-stack/ > Discover how our technology and Kubernetes enhance efficiency, reduce costs, and promote sustainability through dynamic GPU resource allocation for AI and LLM training. - Published: 2024-05-17 - Modified: 2026-07-13 - URL: https://prophetstor.com/white-papers/optimized-dynamic-gpu-allocation-in-llm-training/ - 頁面分類: Whitepapers - Folder: Whitepapers > Enhances AI/ML training efficiency, optimizes Kubernetes resources, boosts total throughput, and reduces emissions in multi-tenant environments. - Published: 2024-03-05 - Modified: 2026-06-21 - URL: https://prophetstor.com/federator-ai-gpu-booster/ - Folder: Products > Discover how Federator.ai GPU Booster revolutionizes GPU optimization on high-end servers, slashing LLM training job times by 50% and doubling GPU utilization. - Published: 2024-01-04 - Modified: 2026-07-13 - URL: https://prophetstor.com/white-papers/maximizing-gpu-efficiency-in-multitenant-llm-training/ - 頁面分類: Whitepapers - Folder: Whitepapers > Federator.ai utilizes metrics from Azure Monitor to implement ML-based workload predictions and resource recommendations for VM clusters on Google Cloud. - Published: 2023-08-10 - Modified: 2023-08-14 - URL: https://prophetstor.com/integrations/federator-ai-microsoft-azure-monitor-integration/ > Federator.ai optimizes operations on Azure Cloud with AI for performance and cost efficiency, tackling misconfiguration and over-provisioning. - Published: 2023-08-10 - Modified: 2024-09-04 - URL: https://prophetstor.com/azure-virtual-machine/ > Federator.ai optimizes operations on Google Cloud with AI for performance and cost efficiency, tackling misconfiguration and over-provisioning. - Published: 2023-06-26 - Modified: 2024-09-04 - URL: https://prophetstor.com/google-compute-engine/ > Federator.ai utilizes metrics from Google Cloud operetions suite to implement ML-based workload predictions and resource recommendations for VM clusters on Google Cloud. - Published: 2023-06-21 - Modified: 2023-08-14 - URL: https://prophetstor.com/integrations/federator-ai-google-clouds-operations-suite-integration/ > Federator.ai utilizes metrics from vCenter to implement machine learning-based workload predictions and resource recommendations for VM clusters on VMware vSphere. - Published: 2023-06-19 - Modified: 2023-08-14 - URL: https://prophetstor.com/integrations/federator-ai-vmware-vcenter-integration/ > Federator.ai utilizes metrics from Amazon CloudWatch to implement machine learning-based workload predictions and resource recommendations for VM clusters on AWS EC2. - Published: 2023-06-19 - Modified: 2023-08-14 - URL: https://prophetstor.com/integrations/federator-ai-amazon-cloudwatch-integration/ - Folder: Integrations > Federator.ai enhances cost control, security config, and interoperability with a comprehensive view across platforms, enabling intelligent resource allocation and automation. - Published: 2023-06-02 - Modified: 2025-06-05 - URL: https://prophetstor.com/white-papers/taming-multicloud-chaos/ - 頁面分類: Whitepapers - Folder: Whitepapers - Published: 2023-05-23 - Modified: 2024-09-04 - URL: https://prophetstor.com/vmware-tanzu/ > Federator.ai optimizes Amazon EC2 with AI for performance and cost efficiency, tackling misconfiguration and over-provisioning. - Published: 2023-05-22 - Modified: 2024-09-04 - URL: https://prophetstor.com/amazon-ec2/ - Published: 2023-05-22 - Modified: 2024-09-04 - URL: https://prophetstor.com/vmware-vsphere/ - Published: 2023-05-22 - Modified: 2024-09-04 - URL: https://prophetstor.com/amazon-eks-azure-aks-google-gke/ - Published: 2023-05-22 - Modified: 2024-09-04 - URL: https://prophetstor.com/red-hat-openshift-suse-rancher/ > 100% Green electricity and the adoption of Cloud resources are keys to lowering carbon footprint. Efficiency in cooling and consolidation of the servers make Data Center greener. - Published: 2023-04-19 - Modified: 2025-07-14 - URL: https://prophetstor.com/green-it-esg/ > With the help of machine learning-based analysis, Federator.ai can classify workload patterns for individual applications in no time, after receiving historical data, and offer appropriate portfolios of cloud instances to fit application demands. - Published: 2023-04-19 - Modified: 2025-07-14 - URL: https://prophetstor.com/optimal-cloud-instance-combinations/ > Federator.ai provides comprehensive monitoring and analysis of data across various technology domains, including applications, infrastructure, data, network, and security. - Published: 2023-04-19 - Modified: 2025-07-14 - URL: https://prophetstor.com/cyber-security-application/ > A streamlined and optimized IT infrastructure is critical for success in today's competitive corporate world. - Published: 2023-04-17 - Modified: 2025-03-17 - URL: https://prophetstor.com/white-papers/adding-application-aware-optimization-to-vmware-tanzu/ - 頁面分類: Whitepapers - Folder: Whitepapers > ProphetStor is a leading provider of IT/cloud operation optimization and application resilience solutions, with over 14 granted USA patents and 10+ patents pending. - Published: 2023-04-10 - Modified: 2025-03-17 - URL: https://prophetstor.com/white-papers/introduction-to-prophetstors-federator-ai/ - 頁面分類: Whitepapers - Folder: Whitepapers > Enterprise CIOs face growing difficulties in managing complex IT and cloud operations while maintaining high levels of security and observability. - Published: 2023-04-10 - Modified: 2025-03-17 - URL: https://prophetstor.com/white-papers/transforming-it-and-cloud-operations-with-federator-ai/ - 頁面分類: Whitepapers - Folder: Whitepapers > Explore why CrystalClear Time Series Analysis Engine, outperforming Facebook Prophet and LinkedIn Greykite, translates to more precise predictions, faster decision-making, and cost savings. - Published: 2023-04-10 - Modified: 2025-03-17 - URL: https://prophetstor.com/white-papers/crystalclear-by-prophetstor/ - 頁面分類: Whitepapers - Folder: Whitepapers > Explore how the DataProphet Recommendation Engine uses advanced machine learning algorithms to optimize performance, reduce costs, and improve efficiency. - Published: 2023-04-06 - Modified: 2025-03-17 - URL: https://prophetstor.com/white-papers/the-patented-ai-powered-dataprophet-recommendation-engine/ - 頁面分類: Whitepapers - Folder: Whitepapers > Check out ProphetStor's Federator.ai, an AIOps platform designed to enhance your virtualization environment with predictive analytics and machine learning. - Published: 2023-04-06 - Modified: 2025-03-17 - URL: https://prophetstor.com/white-papers/optimizing-vmware-operation-with-ai-powered-federator-ai/ - 頁面分類: Whitepapers - Folder: Whitepapers > Prometheus and Federator.ai effectively manage IT systems with predictive analytics, application insight, autoscaling, and cost management for optimized operations. - Published: 2023-03-13 - Modified: 2025-03-18 - URL: https://prophetstor.com/white-papers/unlocking-the-power-of-operation-metadata-with-prometheus/ - 頁面分類: Whitepapers - Folder: Whitepapers > Explore how Chunghwa Telecom leveraged ProphetStor’s Federator.ai to overcome challenges of operations and achieve cost savings and Green IT objectives. - Published: 2023-03-09 - Modified: 2024-03-18 - URL: https://prophetstor.com/case-studies/a-case-study-with-chunghwa-telecom-and-prophetstor-federator-ai/ - 頁面分類: Case Studies > Discover how Federator.ai provides predictive analytics to help MSP and its end-users optimize usage of Amazon EC2 instances, leading to cost savings and improved performance. - Published: 2023-03-07 - Modified: 2025-03-18 - URL: https://prophetstor.com/white-papers/how-aws-msps-optimize-margin-and-customers-costs/ - 頁面分類: Whitepapers - Folder: Whitepapers > Explore how Federator.ai optimizes the infrastructure, enhances application resilience, reduces cloud costs, and achieves Green IT for P Bank. - Published: 2023-03-02 - Modified: 2024-03-18 - URL: https://prophetstor.com/case-studies/federator-ai-significantly-reduces-cloud-spend-and-carbon-footprint-at-p-bank/ - 頁面分類: Case Studies > Unleash AI data center efficiency with Federator.ai's patented multi-layer correlation technology. Cut energy costs 50% and boost ESG compliance. Read now. - Published: 2023-02-06 - Modified: 2026-07-24 - URL: https://prophetstor.com/white-papers/innovative-ai-solution-for-data-centers/ - 頁面分類: Whitepapers - Folder: Whitepapers > Discover how Federator.ai helped a networking hardware & software company effectively manage cloud resources and achieve over 80% in estimated cumulative savings. - Published: 2023-02-03 - Modified: 2024-03-18 - URL: https://prophetstor.com/case-studies/federator-ai-helps-networking-company-manage-cloud-resources/ - 頁面分類: Case Studies > Discover a research firm's successful move to MultiCloud and improved efficiency, cost savings, and performance with Federator.ai. - Published: 2023-01-18 - Modified: 2024-03-18 - URL: https://prophetstor.com/case-studies/pleasant-journey-of-a-research-and-advisory-company-in-moving-to-multicloud/ - 頁面分類: Case Studies > See how companies have transformed their Cloud journeys with the help of ProphetStor to achieve efficiency, cost savings, and performance upgrades. Browse now. - Published: 2023-01-18 - Modified: 2024-06-24 - URL: https://prophetstor.com/case-studies/ > See how Federator.ai helps a national-level super-computing center in Taiwan make an intelligent allocation to save up to 60% of resources. - Published: 2023-01-17 - Modified: 2024-03-18 - URL: https://prophetstor.com/case-studies/a-gpu-based-supercomputer-sees-60-increase-in-utilization/ - 頁面分類: Case Studies > Learn how Orange optimized its resource management and automation with ProphetStor's MultiCloud solution to achieve cost savings and Green IT. - Published: 2023-01-16 - Modified: 2024-03-18 - URL: https://prophetstor.com/case-studies/telecom-automates-resource-management-and-optimization-on-multicloud/ - 頁面分類: Case Studies > Unlock the potential of AI/ ML with ProphetStor’s Federator.ai which offers data management, Applied Observability and analytics solutions for biz to stay ahead in the game. - Published: 2023-01-09 - Modified: 2025-09-12 - URL: https://prophetstor.com/federator-ais-ai-ml-technologies-for-the-future/ - Folder: Innovative Technologies > Leave your contact information for us to schedule a demo by our engineers and see how Federtor.ai can help your business optimize both cost and performance KPIs. - Published: 2022-11-18 - Modified: 2026-07-15 - URL: https://prophetstor.com/request-demo-of-federator-ai/ > If you cannot get technical answers from our demo videos and documents, please fill out the form to the right and our senior engineer will contact you ASAP. - Published: 2022-11-04 - Modified: 2022-12-05 - URL: https://prophetstor.com/contact-technical-support/ > It collects our presentation videos in seminars or webinars of the grand gathering. Federator.ai were introduced clearly and concisely to the elites in the industry. - Published: 2022-11-02 - Modified: 2024-01-18 - URL: https://prophetstor.com/seminar-webinar-videos/ > The videos here contain an introduction to Federator.ai, a feature demo, reviews from clients, integration with other monitoring services, MSP strategy, etc. - Published: 2022-11-01 - Modified: 2026-08-13 - URL: https://prophetstor.com/intro-demo-video/ > A quick video tutorial on installing Federator.ai from different sources and a step-by-step demo for the initial setup to have great management on Kubernetes. - Published: 2022-10-28 - Modified: 2024-08-23 - URL: https://prophetstor.com/setup-video/ > 100% Green electricity and the adoption of Cloud resources are keys to lowering carbon footprint. Efficiency in cooling and consolidation of the servers make Data Center greener. - Published: 2022-08-16 - Modified: 2023-04-26 - URL: https://prophetstor.com/green-it-esg/ > Based on predictions for individual application workload and resource usage, Federator.ai helps users achieve much better performance with fewer resources. - Published: 2022-06-20 - Modified: 2025-07-14 - URL: https://prophetstor.com/application-acceleration/ > With an innovative AI engine, Federator.ai provides visibility of cloud operations for an optimal blend of cloud instances to benefit MSP and its end-users. - Published: 2022-06-17 - Modified: 2023-04-26 - URL: https://prophetstor.com/optimal-cloud-instance-combinations/ > Turns workload predictions into Just-in-Time resource recommendations, cutting correlation computation by up to 1,000x. - Published: 2022-06-17 - Modified: 2026-06-23 - URL: https://prophetstor.com/dataprophet-recommendation-engine/ - Folder: Innovative Technologies > Uses cross-correlation to forecast microservice resource usage up to 22.86x faster than traditional methods, with lower MAPE and no manual tuning. - Published: 2022-06-17 - Modified: 2026-06-23 - URL: https://prophetstor.com/crystalclear-time-series-analysis-engine/ - Folder: Innovative Technologies > Federator.ai uses ML technology and produces recommendations that meet and exceed Gartner framework for managing and optimizing costs of Public Cloud IaaS/PaaS. - Published: 2022-05-11 - Modified: 2024-03-18 - URL: https://prophetstor.com/white-papers/cloud-cost-optimization-and-application-resilience-with-prophetstor/ - 頁面分類: Whitepapers > Since there are too many application KPIs to understand and too many knobs to turn for optimization, a recommendation engine for AIOps is highly desired. - Published: 2022-05-05 - Modified: 2024-07-05 - URL: https://prophetstor.com/white-papers/first-in-the-industry-recommendation-engine-for-aiops/ - 頁面分類: Whitepapers - Folder: Whitepapers > See how ProphetStor's CrystalClear engine outperforms Facebook Prophet and Greykite for Kubernetes resource prediction — read the benchmark. - Published: 2022-04-06 - Modified: 2026-07-29 - URL: https://prophetstor.com/white-papers/correlation-based-predictions/ - 頁面分類: Whitepapers - Folder: Whitepapers > Federator.ai realizes AIOps by utilizing operation data for ML-based predictions and intelligently orchestrating application resources. Start for FREE! - Published: 2021-12-10 - Modified: 2026-06-22 - URL: https://prophetstor.com/federator_ai/ - Folder: Products > With autoscaling recommendation from Federator.ai, users can experience better performance in a more cost-efficient way for upstream web services on K8s. - Published: 2021-12-02 - Modified: 2023-07-05 - URL: https://prophetstor.com/integrations/nginx/ > The Head of Business Development and Head of Partner Ecosystems at AWS, the Director of Marketing/Channel/Storage business at Sun Microsystems, VP at EMC, Managing Director at Bluecoat, President at Data Domain, Country Manager at Violin Memory, and Managing Director at Nutanix. - Published: 2021-11-30 - Modified: 2025-08-29 - URL: https://prophetstor.com/team/ahim-kho/ > Utilizing Machine Learning technology for predictions and analysis, Federator.ai achieves much better performance with much fewer resources by AI autoscaling. - Published: 2021-11-10 - Modified: 2024-08-28 - URL: https://prophetstor.com/integrations/kafka-consumer-autoscaling/ > With the integration of Prometheus, Federator.ai analyzes the application and workload metrics and offers the workload predictions and resource recommendations. - Published: 2021-11-05 - Modified: 2024-09-02 - URL: https://prophetstor.com/integrations/prometheus/ > With the integration of Sysdig, Federator.ai analyzes the applications and workload metrics and provides the workload predictions and resource recommendations. - Published: 2021-11-04 - Modified: 2023-07-05 - URL: https://prophetstor.com/integrations/sysdig/ > By integrating with Datadog, Federator.ai can track and predict resource usage to prevent costly over-provisioning or performance-impacting under-provisioning. - Published: 2021-11-03 - Modified: 2024-09-02 - URL: https://prophetstor.com/integrations/datadog/ - Folder: Integrations > Integration with existing monitoring services and Cloud platforms for fast adoption of ML-based automated solutions for optimization of cost and performance. - Published: 2021-11-03 - Modified: 2024-08-30 - URL: https://prophetstor.com/integrations/ - Folder: Integrations > With Federator.ai, SUSE/ Rancher can benefit from the efficiency of capacity planning, continuous optimization of resource allocation, and cost savings. - Published: 2021-10-29 - Modified: 2024-01-18 - URL: https://prophetstor.com/suse-rancher-marketplace/ > Based on machine learning for the application-specific workload and KPI metrics, Federator.ai provides Just-in-Time Autoscaling to fit the application demands. - Published: 2021-10-13 - Modified: 2025-07-14 - URL: https://prophetstor.com/performance-optimization/ > Federator.ai provides cost projection by workload predictions, operational savings with continuous rightsizing, and optimal migration scenarios for MultiCloud. - Published: 2021-10-13 - Modified: 2025-07-14 - URL: https://prophetstor.com/cost-management/ > Federator.ai is an AI-based solution that helps enterprise who uses Sysdig service manage, optimize, auto-scale resources for any applications on Kubernetes. - Published: 2021-04-28 - Modified: 2023-02-23 - URL: https://prophetstor.com/sysdig-integration/ > Submit the form for a free AIOps software download. An email with information on Federator.ai installation will be sent to you. Let’s start to optimize Cloud. - Published: 2021-04-27 - Modified: 2023-10-17 - URL: https://prophetstor.com/federator-ai-trial/ > Documentation for powerful AI-powered solutions for GPU and MultiCloud, including installation guides, user guides, and release notes for different versions. - Published: 2020-12-08 - Modified: 2024-08-28 - URL: https://prophetstor.com/documentation/ ## Posts > ProphetStor Federator.ai Smart Liquid Cooling predicts AI data center thermal loads to dynamically adjust cooling pump speeds. Using advanced workload forecasting, it optimizes coolant flow exactly when and where needed. Reduce pump energy by up to 30%, maintain ideal hardware temperatures, and extend server lifespan with Federator.ai Smart Liquid Cooling. - Published: 2026-08-07 - Modified: 2026-08-07 - URL: https://prophetstor.com/2026/08/07/federator-ai-smart-liquid-cooling-feature-demo/ - Categories: Intro/Demo Videos - Tags: AI, ApplicationAware, DataCenters, DevOps, GPU, GreenIT, Kubernetes, Optimization, ResourceManagement - Folder: Intro/ Demo Videos > Enterprise GPUs run at just 5% utilization. See how Federator.ai Cortex's GPU Infrastructure Yield Layer turns stranded capacity into billable AI throughput. - Published: 2026-07-01 - Modified: 2026-07-06 - URL: https://prophetstor.com/2026/07/01/gpu-infrastructure-yield-layer-explained/ - Categories: blog - Tags: AI, AIFactory, AIOps, DataCenter, GPU, GreenIT, ITOT, MachineLearning, SmartLiquidCooling - Folder: Blog Federator.ai Cortex unifies IT (Information Technology) with OT (Operational Technology). > See how Federator.ai Cortex closes the IT/MEP loop to end thermal throttling, recovering up to 10% of stranded GPU capacity with pre-built NVIDIA NCP APIs. - Published: 2026-05-15 - Modified: 2026-08-05 - URL: https://prophetstor.com/2026/05/15/infographic-federator-ai-cortex-the-ai-factory-engine/ - Categories: Infographics - Tags: #AI factory, #AI infrastructure, #Data center, #GPU optimization, #Liquid cooling, #Predictive analytics, #Thermal management - Folder: Infographics > Optimize AI data centers beyond the gray space with predictive control and closed-loop operations—boost GPU utilization, cut cooling costs, and accelerate workloads. - Published: 2026-03-23 - Modified: 2026-03-24 - URL: https://prophetstor.com/2026/03/23/infographic-data-center-optimization/ - Categories: Infographics - Tags: #AI factory, #AI infrastructure, #Data center, #GPU optimization, #Liquid cooling, #Predictive analytics, #Thermal management - Folder: Infographics > ProphetStor patent US12596580B2 predicts GPU demand before it shifts — proactive allocation for Kubernetes, VMs, and liquid-cooled AI factory data centers. - Published: 2026-02-26 - Modified: 2026-08-07 - URL: https://prophetstor.com/2026/02/26/predictive-gpu-utilization-optimization/ - Categories: Press Releases - Tags: ADDC, AIDriven, AIFactory, CloudNative, GB200, GB300, GPUOptimization, GPUs, GreenDataCenter, HPC, Kubernetes, LiquidCooling, NextGenDataCenter, NVIDIA, PredictiveAnalytics, ThermalManagement, TimeSeriesForecasting - Folder: Press Release > Patented predictive self-driving autoscaling forecasts resource demand and executes the lowest-cost scaling path across K8s, VMware, and cloud environments. - Published: 2025-08-12 - Modified: 2026-06-26 - URL: https://prophetstor.com/2025/08/12/patent-for-predictive-self-driving-autoscaling/ - Categories: Press Releases - Tags: AIFactory, Autoscaling, Cloud, CostOptimization, DataCenters, Efficiency, GPU, Kubernetes, MachineLearning, Optimization, ProphetStor, ResourceManagement, USAPatent - Folder: Press Release > U.S. Patent No. 12,505,169 B2 covers an AI-powered interactive dashboard that uses LLMs to understand user intent, generate workflows dynamically, and deliver real-time conversational analytics. - Published: 2024-12-23 - Modified: 2026-06-26 - URL: https://prophetstor.com/2024/12/23/patent-for-ai-powered-interactive-dashboard/ - Categories: Press Releases - Tags: Agentic, AI, Analytic, Cloud, DataCenters, Efficiency, GPU, Innovation, InteractiveDashboard, LLM-Powered, Predictive, Prescriptive, ProphetStor, SmartInterface, USAPatent - Folder: Press Release > ProphetStor Federator.ai GPU Booster optimizes GPU resources on Kubernetes with patented algorithms. Perfect for businesses using high-end NVIDIA GPUs, it streamlines GPU management, especially for MultiTenant AI model training. Maximize GPU utilization, boost training throughput, and keep your AI initiatives ahead with Federator.ai GPU Booster. - Published: 2024-06-26 - Modified: 2024-06-26 - URL: https://prophetstor.com/2024/06/26/federator-ai-gpu-booster-feature-demo/ - Categories: Intro/Demo Videos - Tags: AI, ApplicationAware, DataCenters, DevOps, GPU, GreenIT, Kubernetes, Optimization, ResourceManagement - Folder: Intro/ Demo Videos > ProphetStor and TOMORROW NET partner to deliver Federator.ai GPU Booster across Japan and Korea, cutting LLM training time by 48% on Supermicro servers. - Published: 2024-05-30 - Modified: 2026-06-26 - URL: https://prophetstor.com/2024/05/30/prophetstor-and-tomorrow-net-build-a-reseller-partnership/ - Categories: Press Releases - Tags: ApplicationAware, CostOptimization, DataCenters, Efficiency, Gartner, GreenIT, MachineLearning, MultiLayerCorrelation, Optimization, ResourceManagement, Sustainability - Folder: Press Release > ProphetStor holds the world's first patent for spatial and temporal GPU optimization — using TS-DPBP to maximize AI Factory GPU utilization near 90%. - Published: 2024-05-23 - Modified: 2026-06-26 - URL: https://prophetstor.com/2024/05/23/worlds-first-patent-for-spatial-and-temporal-gpu-optimization/ - Categories: Press Releases - Tags: AI, ApplicationAware, CostOptimization, DataCenters, Efficiency, GPU, GreenIT, MachineLearning, Optimization, ResourceManagement, Sustainability, USAPatent - Folder: Press Release > Patented multi-layer correlation tech predicts application workload and enables Just-in-Time Fitted resource orchestration for optimized IT/Cloud operations. - Published: 2023-02-15 - Modified: 2026-06-26 - URL: https://prophetstor.com/2023/02/15/federator-ai-solution-granted-patent-for-application-aware-resilient-and-optimized-it-cloud-operations/ - Categories: Press Releases - Tags: AIFactory, ApplicationAware, Cloud, CostOptimization, DataCenters, Efficiency, GreenIT, MachineLearning, MultiLayerCorrelation, Optimization, ResourceManagement, Sustainability - Folder: Press Release > Federator.ai helps achieve the balance of maximizing both the revenue for MSP and the cost savings for its end-users and earn more upsell opportunities for MSP. - Published: 2022-08-19 - Modified: 2024-06-26 - URL: https://prophetstor.com/2022/08/19/win-win-sales-strategy-for-msp-and-end-users/ - Categories: Intro/Demo Videos - Tags: AI, AIOps, CloudInstance, Kubernetes, MachineLearning, MSP - Folder: Intro/ Demo Videos > Chunghwa Telecom (CHT) has adopted ProphetStor Federator.ai in reducing idle resources in VM clusters and achieving both cost savings and Green IT objectives. - Published: 2022-07-15 - Modified: 2024-01-15 - URL: https://prophetstor.com/2022/07/15/cht-adopts-federator-ai-for-green-it-and-cloud-operations/ - Categories: Press Releases - Tags: AI, AIOps, ApplicationAware, Datadog, DevOps, DevSecOps, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat, SUSE, Sysdig - Folder: Press Release > Partnering with Nextlink, a leading managed MultiCloud solution provider in China, Taiwan, Hong Kong, and Southeast Asia, to facilitate cloud journey in APAC. - Published: 2022-04-21 - Modified: 2024-01-15 - URL: https://prophetstor.com/2022/04/21/prophetstor-partners-with-nextlink/ - Categories: Press Releases - Tags: AI, AIOps, ApplicationAware, AWS, DevOps, DevSecOps, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift - Folder: Press Release > Federator.ai utilizes ML technologies as a unique approach to help companies solve the cloud overspending problem, which facilitates planning for cloud budget. - Published: 2022-04-13 - Modified: 2024-01-15 - URL: https://prophetstor.com/2022/04/13/cloud-cost-management-with-ml-based-resource-predictions-part-i/ - Categories: blog - Tags: AI, ApplicationAware, GreenIT, Kubernetes, MachineLearning, OpenShift, SUSE - Folder: Blog As enterprises go through digital transformation to improve efficiency, increase values and innovation, the adoption of cloud and Kubernetes has accelerated. > It offers the visibility of cloud spending at different resource levels (clusters, cluster nodes, namespaces, applications, containers), and reduces the cost. - Published: 2022-04-13 - Modified: 2024-01-15 - URL: https://prophetstor.com/2022/04/13/cloud-cost-management-with-ml-based-resource-predictions-part-ii/ - Categories: blog - Tags: AI, ApplicationAware, GreenIT, Kubernetes, MachineLearning, OpenShift, SUSE - Folder: Blog As outlined in the Guidance Framework introduced in part one of this post, once users gain visibility of spending metrics, they must see opportunities to reduce monthly bills. > ProphetStor Federator.ai is an AI-based solution that helps enterprises manage, optimize, and auto-scale resources for the applications on Kubernetes. - Published: 2022-03-02 - Modified: 2024-06-26 - URL: https://prophetstor.com/2022/03/02/federator-ai-feature-demo-2/ - Categories: Intro/Demo Videos - Tags: Kubernetes, MachineLearning, MultiCloud, RedHat - Folder: Intro/ Demo Videos > We announce the onboarding of Evanston Technology Partners, which provides security, business intelligence and Cloud solutions, as a sales and technology partner. - Published: 2022-02-11 - Modified: 2024-01-15 - URL: https://prophetstor.com/2022/02/11/prophetstor-partners-with-evanstontec/ - Categories: Press Releases - Tags: AI, AIOps, ApplicationAware, Datadog, DevOps, DevSecOps, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat, SUSE, Sysdig - Folder: Press Release > Federator.ai 5.0 helps customers perform workload dynamics predictions and multi-layer impact analysis for a full-stack/deep understanding of applications. - Published: 2022-01-27 - Modified: 2024-01-15 - URL: https://prophetstor.com/2022/01/27/prophetstor-federator-ai-5-0/ - Categories: Press Releases - Tags: AI, AIOps, ApplicationAware, Datadog, DevOps, DevSecOps, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat, SUSE, Sysdig - Folder: Press Release > A quick description of how to achieve better performance and lower cost by auto-scaling Kafka consumers in Kubernetes environment, and a demo of how to configure an application on Federator.ai for Kafka consumer. - Published: 2021-10-15 - Modified: 2022-11-09 - URL: https://prophetstor.com/2021/10/15/how-to-configure-an-application-on-federator-ai-for-autoscaling-kafka-consumer/ - Categories: Setup Videos - Tags: AI, AIOps, Kubernetes, MachineLearning > A presentation in Kafka Summit on why intelligent autoscaling is better than Kubernetes native HPA - Published: 2021-09-15 - Modified: 2022-11-09 - URL: https://prophetstor.com/2021/09/15/intelligent-auto-scaling-of-kafka-consumers-with-workload-prediction/ - Categories: Seminar/ Webinar - Tags: Kubernetes, MachineLearning, MultiCloud - Folder: Seminar/ Webinar Videos > Federator.ai calculates the right number of consumer replicas based on predicted workload and target KPI metrics to determine the capabilities of consumer pods. - Published: 2021-09-13 - Modified: 2024-01-15 - URL: https://prophetstor.com/2021/09/13/intelligent-autoscaling-of-kafka-consumers-with-workload-prediction/ - Categories: blog - Tags: 5G, AI, AIOps, ApplicationAware, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift - Folder: Blog ProphetStor Federator.ai is an AI-based solution that helps enterprises manage and optimize resources for applications on Kubernetes. > Federator.ai 4.7 includes cost analysis and management, auto resource provisioning for applications, CICD integration, intelligent autoscaling, and free start. - Published: 2021-09-10 - Modified: 2024-01-15 - URL: https://prophetstor.com/2021/09/10/prophetstor-federator-ai-4-7/ - Categories: Press Releases - Tags: 5G, AI, AIOps, ApplicationAware, Datadog, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat, Sysdig - Folder: Press Release > A quick tutorial on installing Federator.ai from Red Hat OpenShift Marketplace. - Published: 2021-08-16 - Modified: 2022-11-09 - URL: https://prophetstor.com/2021/08/16/installing-federator-ai-from-red-hat-marketplace/ - Categories: Setup Videos - Tags: AI, AIOps, MachineLearning, OpenShift, RedHat > Federator.ai uses predictive analytics to capture the dynamic application workloads and optimizes resource usage and performance in the MultiCloud environments. - Published: 2021-07-27 - Modified: 2024-06-26 - URL: https://prophetstor.com/2021/07/27/federator-ai-optimizes-kubernetes-for-cost-and-performance/ - Categories: Intro/Demo Videos - Tags: HybridCloud, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat - Folder: Intro/ Demo Videos > Federator.ai, an AIOps solution for optimization of performance and cost savings, is available on Datadog Marketplace. Start for FREE! - Published: 2021-07-19 - Modified: 2024-10-21 - URL: https://prophetstor.com/2021/07/19/prophetstor-joins-datadog-marketplace/ - Categories: Press Releases - Tags: 5G, AI, AIOps, ApplicationAware, Datadog, GreenIT, Kubernetes, MachineLearning, MultiCloud - Folder: Press Release > Federator.ai is an AI-based solution that helps enterprises manage and optimize resources for applications on Kubernetes. - Published: 2021-07-02 - Modified: 2024-01-15 - URL: https://prophetstor.com/2021/07/02/a-way-to-provision-cloud-workloads-with-federator-ai/ - Categories: blog - Tags: AI, ApplicationAware, GreenIT, Kubernetes, MachineLearning, OpenShift, SUSE - Folder: Blog ProphetStor Federator.ai is an AI-based solution that helps enterprises manage and optimize resources for applications on Kubernetes. > A quick tutorial on installing Federator.ai from SUSE/Rancher Marketplace. - Published: 2021-06-30 - Modified: 2022-11-09 - URL: https://prophetstor.com/2021/06/30/installing-federator-ai-from-suse-rancher-marketplace/ - Categories: Setup Videos - Tags: AI, AIOps, MachineLearning, SUSE > Learn how to integrate Federator.ai with Terraform to intelligently provision the right amount of resources to maximize the usage of their capacity. - Published: 2021-06-16 - Modified: 2022-10-28 - URL: https://prophetstor.com/2021/06/16/federator-ai-for-terraform-video/ - Categories: Setup Videos - Tags: AI, HybridCloud, Kubernetes, MultiCloud, OpenShift, RedHat > ProphetStor and Padok, a French Cloud solution company, become partners, that helps customers in EMEA achieve both application performance and cost objectives. - Published: 2021-06-11 - Modified: 2024-01-15 - URL: https://prophetstor.com/2021/06/11/prophetstor-partners-with-padok/ - Categories: Press Releases - Tags: AI, Kubernetes, MultiCloud, OpenShift, RedHat - Folder: Press Release > Integrated with Sysdig, Federator.ai offers workload predictions and right-sized resource recommendations for K8s clusters and applications on Sysdig. - Published: 2021-05-31 - Modified: 2024-06-26 - URL: https://prophetstor.com/2021/05/31/federator-ai-for-sysdig-video/ - Categories: Intro/Demo Videos - Tags: AI, HybridCloud, Kubernetes, MultiCloud, OpenShift, RedHat - Folder: Intro/ Demo Videos - Published: 2021-05-24 - Modified: 2024-01-15 - URL: https://prophetstor.com/2021/05/24/infographic-federator-ai-multilayer-correlation/ - Categories: Infographics - Tags: AI, HybridCloud, Kubernetes, MultiCloud, OpenShift, RedHat - Folder: Infographics > Integrated with Datadog, Federator.ai offers workload predictions and right-sized resource recommendations for K8s clusters and applications on Datadog. - Published: 2021-05-18 - Modified: 2024-06-26 - URL: https://prophetstor.com/2021/05/18/federator-ai-for-datadog-video/ - Categories: Intro/Demo Videos - Tags: AI, HybridCloud, Kubernetes, MultiCloud, OpenShift, RedHat - Folder: Intro/ Demo Videos - Published: 2021-04-21 - Modified: 2022-03-11 - URL: https://prophetstor.com/2022/03/02/federator-ai-feature-demo - Categories: Setup Videos - Tags: AI, HybridCloud, Kubernetes, MultiCloud, OpenShift, RedHat > ProphetStor Federator.ai is an AI-based solution that helps enterprises manage, optimize, and auto-scale resources for any applications on Kubernetes. Using advanced machine learning algorithms to predict application workloads, Federator.ai scales the appropriate amount of resources at the right time for optimized application performance. - Published: 2021-04-20 - Modified: 2022-11-09 - URL: https://prophetstor.com/2021/04/20/federator-ai-installation-and-configuration/ - Categories: Setup Videos - Tags: AI, AIOps, Kubernetes, MachineLearning > Federator.ai, an AIOps platform, collects operation metrics from Sysdig, a secure DevOps company, to achieve data-driven intelligence in a single-pane console. - Published: 2021-03-15 - Modified: 2024-01-16 - URL: https://prophetstor.com/2021/03/15/prophetstor-brings-intelligent-kubernetes-orchestration-to-sysdig-customers/ - Categories: Press Releases - Tags: AI, HybridCloud, Kubernetes, MultiCloud, OpenShift, RedHat - Folder: Press Release > In this webinar, we show how Datadog and ProphetStor help teams to solve the challenges in deploying containerized applications on OpenShift by bringing end-to-end visibility and resource optimization recommendations to meet application performance and cost requirements. - Published: 2021-02-26 - Modified: 2024-01-15 - URL: https://prophetstor.com/2021/02/26/joint-webinar-with-datadog/ - Categories: Seminar/ Webinar - Tags: AI, HybridCloud, Kubernetes, MultiCloud, OpenShift, RedHat - Folder: Seminar/ Webinar Videos > Prophetstor Federator.ai brings machine learning to make Kubernetes automated Application-Aware and Workload-Sensible, which can save your operation cost and improve applications performance at the same time. - Published: 2021-02-19 - Modified: 2026-03-24 - URL: https://prophetstor.com/2021/02/19/infographic-federator-ai/ - Categories: Infographics - Tags: AI, HybridCloud, Kubernetes, MultiCloud, OpenShift, RedHat - Folder: Infographics > The latest Federator.ai 4.4, including Spot instance recommendations for Multicloud cost analysis, is available to Sysdig customers - Published: 2021-02-09 - Modified: 2024-01-16 - URL: https://prophetstor.com/2021/02/09/prophetstor-federator-4-4-release/ - Categories: Press Releases - Tags: AI, HybridCloud, Kubernetes, MultiCloud, OpenShift, RedHat - Folder: Press Release > Fedemeter, the patent-pending cost analysis module of Federator.ai, takes the input of current cluster configuration and workload prediction to produce a recommendation of the most cost-optimized cluster configuration for users. - Published: 2020-12-29 - Modified: 2024-01-15 - URL: https://prophetstor.com/2020/12/29/infographic-fedemeter/ - Categories: Infographics - Tags: AI, HybridCloud, Kubernetes, MultiCloud, OpenShift, RedHat - Folder: Infographics - Published: 2020-12-21 - Modified: 2024-01-15 - URL: https://prophetstor.com/2020/12/21/openshift-tv-program-dec-16-2020/ - Categories: Seminar/ Webinar - Tags: AI, HybridCloud, Kubernetes, MultiCloud, OpenShift, RedHat - Folder: Seminar/ Webinar Videos > Tad Lebeck has joined its executive team, which brings to ProphetStor more than 30 years of professional experience in enterprise software and cloud solution from Legato, Symantec, Veritas, and Huawei-Symantec, to name a few. - Published: 2020-12-07 - Modified: 2024-01-16 - URL: https://prophetstor.com/2020/12/07/prophetstor-adds-to-its-executive-business-development-team/ - Categories: Press Releases - Tags: AI, HybridCloud, Kubernetes, MultiCloud, OpenShift, RedHat - Folder: Press Release - Published: 2020-11-25 - Modified: 2024-01-16 - URL: https://prophetstor.com/2020/11/25/prophetstor-expands-taipei-operation/ - Categories: Press Releases - Tags: AI, HybridCloud, Kubernetes, MultiCloud, OpenShift, RedHat - Folder: Press Release - Published: 2020-11-11 - Modified: 2022-11-09 - URL: https://prophetstor.com/2020/11/11/joint-webinar-with-red-hat/ - Categories: Seminar/ Webinar - Tags: AI, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat, ResourceManagement - Folder: Seminar/ Webinar Videos > The Interview with Manager of 'XaaS' Cloud Department at Orange. - Published: 2020-10-30 - Modified: 2022-11-09 - URL: https://prophetstor.com/2020/10/30/see-how-prophetstor-helps-orange-france/ - Categories: Intro/Demo Videos - Tags: AI, GreenIT, Kubernetes, MachineLearning, MultiCloud - Folder: Intro/ Demo Videos - Published: 2020-09-15 - Modified: 2022-11-09 - URL: https://prophetstor.com/2020/09/15/video-red-hat-summit-2019-prophetstor-federator-ai-demo/ - Categories: Seminar/ Webinar - Tags: AI, HybridCloud, Kubernetes, MultiCloud, OpenShift, RedHat - Folder: Seminar/ Webinar Videos > ProphetStor's flagship solution Federator.ai, which uses advanced machine learning technologies, is now available through Red Hat Marketplace. - Published: 2020-09-08 - Modified: 2024-01-16 - URL: https://prophetstor.com/2020/09/08/red-hat-marketplace/ - Categories: Press Releases - Tags: AI, HybridCloud, Kubernetes, MultiCloud, OpenShift, RedHat - Folder: Press Release > ProphetStor has been granted a patent for its innovative modeling application workloads, enhancing storage resource management on MultiCloud. - Published: 2020-08-31 - Modified: 2025-07-28 - URL: https://prophetstor.com/2020/08/31/prophetstor-is-granted-a-patent-on-modeling-application-workloads-to-automate-the-management-and-to-predict-the-anomalies-of-storage-resources-in-multicloud-environments/ - Categories: Press Releases - Tags: 5G, AI, AIOps, ApplicationAware, Datadog, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat, USAPatent - Folder: Press Release - Published: 2020-08-24 - Modified: 2024-01-16 - URL: https://prophetstor.com/2020/08/24/prophetstor-brings-machine-learning-based-intelligent-kubernetes-orchestration-to-datadog-customers/ - Categories: Press Releases - Tags: 5G, AI, AIOps, ApplicationAware, Datadog, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat - Folder: Press Release ProphetStor Data Services, Inc. today announced the general availability of Federator.ai 4.3 for Datadog. Federator.ai, ProphetStor’s Artificial Intelligence for IT Operations (AIOps) platform, provides intelligence for orchestrating Kubernetes container resources on top of virtual machines (VM) or bare metal, allowing users to operate applications without the need to manually manage the underlying computing resources. - Published: 2020-08-17 - Modified: 2024-01-16 - URL: https://prophetstor.com/2020/08/17/prophetstor-is-granted-a-foundation-patent-on-adapting-infrastructure-resource-deployments-according-to-the-lifecycle-of-application-workloads/ - Categories: Press Releases - Tags: 5G, AI, AIOps, ApplicationAware, Datadog, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat, USAPatent - Folder: Press Release ProphetStor Data Services, Inc. was assigned the patent “METHOD FOR DEPLOYING STORAGE SYSTEM RESOURCES WITH LEARNING OF WORKLOADS APPLIED THERETO“ (Patent number US 10,013,286) by the United States Patent and Trademark Office. - Published: 2020-08-10 - Modified: 2024-01-16 - URL: https://prophetstor.com/2020/08/10/prophetstors-patent-on-meeting-applications-future-demands-is-the-foundation-for-viable-aiops-and-machine-learning-for-system-operation/ - Categories: Press Releases - Tags: 5G, AI, AIOps, ApplicationAware, Datadog, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat, USAPatent - Folder: Press Release ProphetStor Data Services, Inc. was assigned the patent “METHOD FOR OPTIMIZING STORAGE CONFIGURATION FOR FUTURE DEMAND AND SYSTEM THEREOF“ (Patent number US 10,067,704) by the United States Patent and Trademark Office. > At the heart of the IT technology, it is the applications that need to be ultimately supported. ProphetStor brings the essence of workload awareness to its design philosophy for optimization in resource allocation and workload placement. - Published: 2020-08-03 - Modified: 2024-01-16 - URL: https://prophetstor.com/2020/08/03/prophetstors-patent-on-ai-powered-workload-aware-framework-becomes-the-foundation-of-aiops-for-optimization-in-multicloud-and-5g-2/ - Categories: Press Releases - Tags: 5G, AI, AIOps, ApplicationAware, Datadog, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat, USAPatent - Folder: Press Release ProphetStor Data Services, Inc. was assigned the patent “WORKLOAD-AWARE I/O SCHEDULER IN SOFTWARE-DEFINED HYBRID STORAGE SYSTEM“ (Patent number US 9,575,664) by the United States Patent and Trademark Office. - Published: 2020-07-27 - Modified: 2024-01-16 - URL: https://prophetstor.com/2020/07/27/prophetstor-adds-to-its-executive-team-with-industry-veteran/ - Categories: Press Releases - Tags: AIOps, Datadog, Kubernetes, OpenShift, RedHat - Folder: Press Release ProphetStor Data Services, Inc. has been striving to bring its AI-enabled solution to address the complexity and efficacy of the MultiCloud, Edge Computing, and 5G platforms. Today, ProphetStor announced that Dr. Ming Sheu had joined its executive team as the Executive Vice President of Products, in charge of industry alliances, product developments and deliveries. - Published: 2020-07-20 - Modified: 2024-01-16 - URL: https://prophetstor.com/2020/07/20/prophetstors-patent-on-ai-based-methods-in-predicting-the-life-span-of-storage-systems-facilitates-proactive-management-to-support-slas-and-reduce-operation-costs-in-data-and-cloud-centers/ - Categories: Press Releases - Tags: AIOps, Datadog, DiskFailure, Kubernetes, OpenShift, RedHat, USAPatent - Folder: Press Release ProphetStor Data Services, Inc. was assigned the patent “METHOD AND SYSTEM FOR DIAGNOSING REMAINING LIFETIME OF STORAGES IN DATA CENTER“ (Patent number US 10,606,722) by the United States Patent and Trademark Office. > France Télécom S.A., the 4th largest mobile network operator in Europe, uses Federator.ai for auto-scaling, optimizing resources and application performance on its MultiCloud infrastructure. - Published: 2020-07-09 - Modified: 2024-01-16 - URL: https://prophetstor.com/2020/07/09/orange-france-uses-federator-ai-for-auto-scaling-optimizing-resources-and-application-performance-on-its-multi-cloud-infrastructure/ - Categories: Press Releases - Tags: AI, GreenIT, MultiCloud - Folder: Press Release ProphetStor Data Services, Inc. today announced that Orange S.A. in France (abbrev. Orange) has deployed Federator.ai for managing resources, optimizing costs and application performance on its Kubernetes-based multicloud infrastructure. > The Federator.ai and Datadog integration allows customers to get AI-enabled recommendations for HPA based on observability into applications’ resource utilization. - Published: 2020-06-24 - Modified: 2024-01-16 - URL: https://prophetstor.com/2020/06/24/prophetstor-joins-datadog-partner-network-as-a-technology-partner-and-offers-integrated-intelligent-orchestration-solutions-to-joint-customers/ - Categories: Press Releases - Folder: Press Release ProphetStor Data Services, Inc. today announced that the company has joined Datadog (NASDAQ: DDOG) Partner Network as a Technology Partner, and the integration of Federator.ai with Datadog’s monitoring services. > Using metrics from Datadog, Federator.ai provides AI-based predictions to make recommendations and auto-scale containerized application workloads on Kubernetes. - Published: 2020-06-17 - Modified: 2024-01-15 - URL: https://prophetstor.com/2020/06/17/federator-ai-ai-solution-for-auto-scaling-on-kubernetes-with-datadog/ - Categories: blog - Tags: 5G, AI, AIOps, ApplicationAware, Datadog, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat, USAPatent - Folder: Blog > The fluctuation in creating/deleting Kafka consumers may not be effective and result in added lags (queue length), which is not desirable for the operation. AI/ML-based solution - Published: 2019-10-24 - Modified: 2024-01-15 - URL: https://prophetstor.com/2019/10/24/application-aware-federator-ai-for-kafka-on-kubernetes-enhances-performance-and-reduces-cost/ - Categories: blog - Tags: 5G, AI, AIOps, ApplicationAware, Datadog, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat - Folder: Blog - Published: 2019-10-24 - Modified: 2020-09-04 - URL: https://prophetstor.com/2019/10/24/democratizing-cloud-usage-with-digital-intelligence-for-multicloud/ - Categories: blog - Tags: 5G, AI, AIOps, ApplicationAware, Datadog, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat - Published: 2019-05-08 - Modified: 2024-01-16 - URL: https://prophetstor.com/2019/05/08/prophetstor-federatorai-operator-provides-intelligence-for-openhift/ - Categories: Press Releases - Folder: Press Release ProphetStor Data Services, Inc. has officially announced its Federator.ai Operator that is listed on OperatorHub.io and can be installed in Red Hat OpenShift Container Platform. - Published: 2019-05-03 - Modified: 2024-01-16 - URL: https://prophetstor.com/2019/05/03/prophetstor-is-granted-a-patent-on-modeling-application-workloads-to-automate-the-management-and-to-predict-the-anomalies-of-storage-resources-in-multicloud-environments-2/ - Categories: Press Releases - Tags: 5G, AI, AIOps, ApplicationAware, Datadog, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat, USAPatent - Folder: Press Release - Published: 2019-05-03 - Modified: 2025-07-28 - URL: https://prophetstor.com/2019/05/03/prophetstor-will-exhibit-aiops-for-openshift-solution-in-red-hat-summit-2019-in-boston/ - Categories: Press Releases - Tags: 5G, AI, AIOps, ApplicationAware, Datadog, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat, USAPatent - Folder: Press Release - Published: 2018-10-29 - Modified: 2024-01-16 - URL: https://prophetstor.com/2018/10/29/arrow-electronics-extends-data-and-artificial-intelligence-portfolio-with-prophetstor/ - Categories: Press Releases - Tags: 5G, AI, AIOps, ApplicationAware, Datadog, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat, USAPatent - Folder: Press Release - Published: 2018-09-24 - Modified: 2024-01-16 - URL: https://prophetstor.com/2018/09/24/disk-health-prediction-for-ceph-mimic/ - Categories: Press Releases - Tags: 5G, AI, AIOps, ApplicationAware, Datadog, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat, USAPatent - Folder: Press Release - Published: 2018-09-21 - Modified: 2024-01-16 - URL: https://prophetstor.com/2018/09/21/lanner-partners-with-prophetstor-to-deploy-ai-based-predictive-maintenance-service-for-vcpe-ucpe/ - Categories: Press Releases - Tags: 5G, AI, AIOps, ApplicationAware, Datadog, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat, USAPatent - Folder: Press Release - Published: 2018-04-23 - Modified: 2024-01-16 - URL: https://prophetstor.com/2018/04/23/prophetstor-announces-its-first-ai-driven-all-flash-array-customer-in-united-kingdom-kennedy-wilson/ - Categories: Press Releases - Tags: 5G, AI, AIOps, ApplicationAware, Datadog, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat, USAPatent - Folder: Press Release - Published: 2018-04-16 - Modified: 2024-01-16 - URL: https://prophetstor.com/2018/04/16/ai-enabled-disk-prophet-paves-the-way-for-intelligent-data-center-operations/ - Categories: Press Releases - Tags: 5G, AI, AIOps, ApplicationAware, Datadog, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat, USAPatent - Folder: Press Release - Published: 2018-04-14 - Modified: 2024-01-16 - URL: https://prophetstor.com/2018/04/14/prophetstor-partnership-with-peering-one/ - Categories: Press Releases - Tags: 5G, AI, AIOps, ApplicationAware, Datadog, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat, USAPatent - Folder: Press Release - Published: 2018-02-27 - Modified: 2024-01-16 - URL: https://prophetstor.com/2018/02/27/ai-driven-diskprophet2-0/ - Categories: Press Releases - Tags: 5G, AI, AIOps, ApplicationAware, Datadog, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat, USAPatent - Folder: Press Release - Published: 2018-01-16 - Modified: 2024-01-16 - URL: https://prophetstor.com/2018/01/16/workload-consumed-resource-management-in-a-cloud-data-center/ - Categories: Press Releases - Tags: 5G, AI, AIOps, ApplicationAware, Datadog, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat, USAPatent - Folder: Press Release - Published: 2018-01-04 - Modified: 2024-01-16 - URL: https://prophetstor.com/2018/01/04/prophetstor-patent-aims-to-simplify-ai-driven-container-intelligence-for-self-driving-data-center/ - Categories: Press Releases - Tags: 5G, AI, AIOps, ApplicationAware, Datadog, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat, USAPatent - Folder: Press Release - Published: 2017-12-01 - Modified: 2024-01-16 - URL: https://prophetstor.com/2017/12/01/xsky-and-prophetstor-team-up-in-strategic-partnership-in-beijing/ - Categories: Press Releases - Tags: 5G, AI, AIOps, ApplicationAware, Datadog, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat, USAPatent - Folder: Press Release - Published: 2017-09-18 - Modified: 2024-01-16 - URL: https://prophetstor.com/2017/09/18/stellarflash-arrays-delivers-intelligence-to-software-defined-datacenter/ - Categories: Press Releases - Tags: 5G, AI, AIOps, ApplicationAware, Datadog, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat, USAPatent - Folder: Press Release - Published: 2017-09-15 - Modified: 2024-01-16 - URL: https://prophetstor.com/2017/09/15/prophetstor-germany-go-to-market-with-delivering-intelligence-to-software-defined-datacenter/ - Categories: Press Releases - Tags: 5G, AI, AIOps, ApplicationAware, Datadog, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat, USAPatent - Folder: Press Release - Published: 2017-08-09 - Modified: 2024-01-16 - URL: https://prophetstor.com/2017/08/09/prophetstor-announces-distribution-agreement-with-info-x-distribution-to-promote-ai-empowered-stellarflash/ - Categories: Press Releases - Tags: 5G, AI, AIOps, ApplicationAware, Datadog, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat, USAPatent - Folder: Press Release - Published: 2017-07-11 - Modified: 2024-01-16 - URL: https://prophetstor.com/2017/07/11/prophetstor-drives-emea-expansion-with-key-strategic-appointments-in-france-uk-and-germany/ - Categories: Press Releases - Tags: 5G, AI, AIOps, ApplicationAware, Datadog, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat, USAPatent - Folder: Press Release - Published: 2017-05-29 - Modified: 2024-01-16 - URL: https://prophetstor.com/2017/05/29/data-security-solutions-to-safeguard-against-ransomware-by-hpe-prophetstor-innovix/ - Categories: Press Releases - Tags: 5G, AI, AIOps, ApplicationAware, Datadog, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat, USAPatent - Folder: Press Release - Published: 2017-05-22 - Modified: 2024-01-16 - URL: https://prophetstor.com/2017/05/22/dr-prophet-safeguards-enterprises-against-ransomware/ - Categories: Press Releases - Tags: 5G, AI, AIOps, ApplicationAware, Datadog, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat, USAPatent - Folder: Press Release - Published: 2017-02-17 - Modified: 2024-01-16 - URL: https://prophetstor.com/2017/02/17/ai-holdings-invested-us10-million-to-expand-business-in-japan/ - Categories: Press Releases - Tags: 5G, AI, AIOps, ApplicationAware, Datadog, GreenIT, Kubernetes, MachineLearning, MultiCloud, OpenShift, RedHat, USAPatent - Folder: Press Release ## Services > Tackles MultiTenant application workloads with ingenious resource configuration, maximizing resource efficiency while reducing carbon emissions - Published: 2022-05-20 - Modified: 2024-06-21 - URL: https://prophetstor.com/ - Services Category: Key Features Tackles MultiTenant application workloads with ingenious resource configuration, maximizing resource efficiency while reducing carbon emissions > Federator.ai reduces the complexity of IT operations by up to 80%. It is easy to apply, easy to manage, and fast Time-to-Value with ML-based solutions. - Published: 2022-05-20 - Modified: 2024-06-21 - URL: https://prophetstor.com/ - Services Category: Key Features Offers a holistic view of available and used compute resources, combined with workload-pattern-aware insights, to enable efficient resource planning > Federator.ai captures the dynamics of workload to predict resource usage and provides Just-In-Time Fitted recommendations to fit application demands. - Published: 2022-05-20 - Modified: 2024-06-21 - URL: https://prophetstor.com/ - Services Category: Key Features Uses patented AI-based analytics to predict workload dynamics, accelerating applications with Just-in-Time Fitted compute resources as needed