Open Compute Project Courses

New Approaches to Network Telemetry for AI Performance Optimization

Discover innovative telemetry approaches for optimizing large-scale ML clusters, focusing on workload symmetries and performance metrics specific to AI infrastructure deployment.

• YouTube
• 11 minutes
• On-Demand
• Free Video

ALPINE - SONiC Virtual Switch Testing and Simulation Framework

Discover how to create and deploy virtual SONiC switches using Alpine framework, featuring Lucius dataplane engine for efficient testing and development in containerized environments.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Alibaba HPN - Data Center Network Architecture for Large Language Model Training

Explore the innovative HPN architecture designed for large language model training, featuring dual-plane design, efficient path selection, and enhanced fault tolerance for high-performance computing.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Best Practices for Liquid and Air Cooling of a 51.2Tbps Switch for High-Density AI Clusters

Explore thermal management strategies for high-density AI clusters through Alibaba's 51.2Tbps switches, examining air and liquid cooling solutions, power efficiency, and practical deployment insights.

• YouTube
• 19 minutes
• On-Demand
• Free Video

Network Stability Challenges and Solutions in Large-Scale Computing Clusters

Discover advanced network stability techniques for large-scale computing clusters, focusing on AI/ML training optimization, unified monitoring, and innovative congestion control through AMD implementation.

• YouTube
• 19 minutes
• On-Demand
• Free Video

Rear Door Heat Exchanger Interfaces for Open Rack V3 - Design Challenges and Integration

Explore mechanical and thermodynamic interfaces between ORV3 racks and RDHx systems, covering various configurations, power systems, and connection specifications for data center cooling solutions.

• YouTube
• 13 minutes
• On-Demand
• Free Video

Deploying the AI Factory - Transforming Data Centers with Accelerated Computing

Explore how accelerated computing transforms data centers into efficient AI factories, focusing on NVIDIA's Blackwell-powered solutions and advanced cooling technologies for optimal performance.

• YouTube
• 13 minutes
• On-Demand
• Free Video

Study of Fluid Velocity Limits in Cold Plate Liquid Cooling Loops for Data Centers

Explore cutting-edge research on fluid velocity limits in data center cooling systems, examining erosion behavior of copper and EPDM materials under high-flow conditions for optimal thermal management.

• YouTube
• 16 minutes
• On-Demand
• Free Video

Data Center Automation: Robotic Physical Manipulation for Hyperscale Operations

Explore how leading tech giants leverage robotic automation to enhance data center operations, efficiency, and safety while addressing scaling challenges and future automation solutions.

• YouTube
• 19 minutes
• On-Demand
• Free Video

Unified Redfish Schema for Managing OCP Liquid Cooling Equipment

Explore the development of unified management schemas for liquid cooling systems, including CDUs, immersion cooling, and heat exchangers, with practical demonstrations and implementation examples.

• YouTube
• 12 minutes
• On-Demand
• Free Video

Hardware Management Project Workstreams: RAS API, Profiles, and Cloud Services

Discover the latest developments in hardware management workstreams, including RAS API, manageability profiles, cloud service models, and satellite management controllers.

• YouTube
• 14 minutes
• On-Demand
• Free Video

Material Handling Automation Opportunities and Technologies at Datacenters

Explore how automated guided vehicles (AGVs) revolutionize datacenter material handling, addressing safety concerns and equipment protection while optimizing operational efficiency.

• YouTube
• 12 minutes
• On-Demand
• Free Video

Auxiliary Management Controller (AMC) - From SMC to Hardware Management Interface

Explore the Auxiliary Management Controller specification and its protocols for managing hardware plug-ins, focusing on interfaces between systems managers and auxiliary devices.

• YouTube
• 13 minutes
• On-Demand
• Free Video

Optimizing Signal Integrity in Immersion-Cooled IT Platforms

Explore signal integrity challenges and solutions for immersion-cooled IT platforms, covering performance optimization strategies and effective mitigation techniques for submerged electronics.

• YouTube
• 14 minutes
• On-Demand
• Free Video

Single Phase Immersion Heat Sinks - Thermal Evaluation and Targeted Flow Technology

Explore advanced thermal cooling solutions for heat sinks, including targeted flow technology and experimental setups for enhanced cooling efficiency in single-phase immersion systems.

• YouTube
• 18 minutes
• On-Demand
• Free Video