Congestion Control Courses and Certifications

USENIX

Pudica: Near-Zero Queuing Delay in Congestion Control for Cloud Gaming

Innovative congestion control algorithm for cloud gaming, reducing frame delay and stall rates while increasing bitrate, enhancing player experience through near-zero queuing and high link utilization.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

USENIX

Towards Provably Performant Congestion Control

Explores framework for designing congestion control algorithms with provable performance across diverse network scenarios, synthesizing algorithms and uncovering fundamental impossibility results.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

USENIX

Revisiting Congestion Control for Lossless Ethernet

Explores ACK-driven congestion control for lossless Ethernet, improving flow completion time and addressing issues like congestion spreading and head-of-line blocking through packet conservation principles.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

USENIX

Pyrrha - Congestion-Root-Based Flow Control to Eliminate Head-of-Line Blocking in Datacenter

Discover Pyrrha, a scalable flow control approach that eliminates head-of-line blocking in datacenters using congestion-root-based methods with minimal queues.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

USENIX

Barre - Empowering Simplified and Versatile Programmable Congestion Control in High-Speed AI Clusters

Discover Barre, a simplified congestion control scheme for 400 Gbps AI/HPC clusters that improves training throughput by 9.6% using commodity hardware and standard network features.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

Sundeep Saradhi Kanthety

What is Network Congestion - Principles and Control Techniques Made Easy

Understand network congestion fundamentals, causes, and effective control techniques to optimize data flow and prevent network bottlenecks in computer systems.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

Sundeep Saradhi Kanthety

Congestion Control Explained - Open Loop vs Closed Loop - Computer Networks

Understand congestion control mechanisms in computer networks, comparing open loop and closed loop approaches for managing network traffic flow and preventing data loss.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

Association for Computing Machinery (ACM)

SIGCOMM 2020: 1RMA: Re-envisioning Remote Memory Access for Multi-Tenant Datacenters

Explore innovative remote memory access for multi-tenant datacenters, addressing RDMA challenges through connection-free operations, finite resource pools, and enhanced security features.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

USENIX

Config-Snob: Tuning for the Best Configurations of Networking Protocol Stack

Optimizing web server performance through dynamic tuning of networking protocol stack configurations, addressing challenges in configuration space and network dynamics.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

Tech Field Day

Demonstrating Keysight's AI Fabric Test Methodology

Discover how Keysight's AI fabric test methodology optimizes network performance through automated testing, parameter configuration, and congestion control to enhance AI infrastructure efficiency.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

USENIX

SIRD - A Sender-Informed, Receiver-Driven Datacenter Transport Protocol

Discover SIRD, a novel datacenter transport protocol that combines receiver-driven scheduling with sender feedback to maximize bandwidth utilization while minimizing latency and buffering.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

USENIX

Accelerating Design Space Exploration for LLM Training Systems with Multi-experiment Parallel Simulation

Discover Multiverse, a GPU-based simulator that accelerates design space exploration for LLM training systems, achieving 43-73X speedup over CPU simulators with

• YouTube
• 16 minutes
• Self-Paced
• Free Video

Open Compute Project

CSIG Congestion Signaling in the AI Era

Discover how CSIG provides sub-millisecond network telemetry for AI workloads, enabling better congestion control and load balancing with real-world deployment results from Google.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

Open Compute Project

CSIG Congestion Signaling in the AI Era

Discover how CSIG provides sub-millisecond network telemetry for AI workloads, enabling better congestion control and load balancing with real-world deployment results from Google.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

Cloud Networking

5 ratings

Explore cloud networking challenges, infrastructure design, and innovative solutions for efficient data transfer, low latency, and application federation across global networks.

• Coursera
• 23 hours
• Self-Paced
• Paid Course