30%
45%
35%
Extended Equipment Lifespan
Transforming the Operation of AI Data Centers
Federator.ai Smart Liquid Cooling (SLC) is a patent-pending, advanced solution that combines GPU workload optimization with dynamic cooling management to enhance the efficiency and reliability of data centers. This innovative integration with Supermicro SCC (SuperCloud Composer) ensures workload-aware cooling by leveraging predictive analytics, real-time metrics, and intelligent controls to maintain the optimal state during uptime, improve Power Usage Effectiveness (PUE), and lower operational costs by reducing unnecessary energy consumption.
Benefits
The key benefits of Federator.ai Smart Liquid Cooling (SLC) include:
- Enhanced GPU Resource Management: Monitors and optimizes GPU workloads to maximize performance and minimize energy consumption.
- Intelligent Cooling Adjustments: Dynamically adjusts cooling flow rates to stabilize GPU temperatures and fluctuations and reduce power usage.
- Improved Data Center Efficiency: Lowers Power Usage Effectiveness (PUE) by aligning cooling strategies with workload demands and predictions.
- Extended Component Lifespan and SLA Compliance: Enhances component life and reliability through proactive thermal management, ensuring adherence to Service Level Agreements.
Prerequisites
Before initiating the installation, ensure your system meets the following hardware requirements:
- CPU: Intel Xeon E3 or above
- Memory: Minimum of 64GB
- GPU: Nvidia H100/H200/GB200 recommended
- Network: At least 1 NIC
- Local Storage: 1TB SSD recommended
- Persistent Storage: (Optional) 500GB NFS storage
Features
- GPU Workload Metrics: Tracks GPU utilization, power consumption, and temperature in real time.
- Predictive Analytics: Identifies workload distribution patterns and predicts cooling needs.
- Dynamic Cooling Control: Adjusts flow rates and other cooling parameters using SCC API.
- Simulator Mode: Provides simulation of GPU servers and CDUs for testing and optimization.
Technical Specifications
The system includes the following components and capabilities:
- Integration with SCC REST API 1.0: Ensures seamless communication for real-time control.
- Support for Prometheus: Collects detailed metrics on GPU workloads and cooling systems.
- Hardware Requirements: Designed to operate with Supermicro Liquid Cooling Racks and CDUs.
- Workload-Based Prediction Models: Trained using real-world metrics to enhance accuracy.
Federator.ai Smart Cooling (SLC) revolutionizes data center operations by combining GPU workload optimization with intelligent cooling management. With predictive analytics and real-time control for liquid flow rate, it ensures enhanced efficiency, lower power consumption, and reliable GPU operations with supported SLA.