Tag: AIFactory

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Why Megawatts are Misleading:
The Rise of the GPU Infrastructure Yield Layer

Federator.ai Cortex unifies IT (Information Technology) with OT (Operational Technology).

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U.S. Patent Awarded: Predictive GPU Utilization Optimization for AI Factory Data Centers

Milpitas, CA, Feb. 26, 2026 — ProphetStor Data Services, Inc. today announced that the United States Patent and Trademark Office (USPTO) has granted U.S. Patent No. 12,596,580 B2, titled “Method and System for Optimizing GPU Utilization.” The ProphetStor patent covers a predictive approach to GPU resource management that forecasts future GPU demand using correlation analysis

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U.S. Patent Awarded: Predictive Self-Driving Autoscaling for AI Factory Data Centers

Milpitas, CA, Aug. 12, 2025 — ProphetStor Data Services, Inc. today announced that the United States Patent and Trademark Office (USPTO) has granted its patent for a breakthrough in predictive, self-driving autoscaling that enables organizations to accelerate AI adoption, boost workload throughput, and deliver consistent performance across Kubernetes, VMware, and cloud environments. Registered under U.S.

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U.S. Patent Awarded: Multi-Layer Correlation for AI Factory Infrastructure

MILPITAS, CA, February 15, 2023 — ProphetStor is pleased to announce the award of U.S. Patent No. 11,579,933 B2 for its multi-layer correlation resource management technology — a method for establishing system resource prediction models that enable application-aware, just-in-time IT/Cloud operations. This patent marks a significant step forward for ProphetStor’s Federator.ai, which provides unique application-aware

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Please select the software you would like a demo of:

Federator.ai Cortex

A Unified IT and OT Closed-Loop AIOps System for Modern AI Factories

Federator.ai GPU Booster

GPU Performance Maximization with AI-Enhanced Dynamic Allocation for LLMs

Federator.ai Smart Liquid Cooling

Predictive Workload-Aware Liquid Cooling for High-Density GPU Data Centers

Federator.ai GPU Booster Inference

GPU Performance Maximization with AI-Enhanced Dynamic Allocation for LLM Inference

Federator.ai

AI-Driven Compute Resource Optimization for Cloud and On-Premises Operations