RDMA Courses and Certifications

USENIX

No Provisioned Concurrency - Fast RDMA-codesigned Remote Fork for Serverless Computing

Explore MITOSIS, a novel OS primitive enabling rapid remote container initialization for serverless platforms, reducing function latency and memory usage while improving state transfer in serverless workflows.

• YouTube
• 16 minutes
• On-Demand
• Conference Talk

Linux Plumbers Conference

LAG and Hardware Offload to Support RDMA and IO Virtualized Interfaces

Exploring LAG implementation for RDMA and virtualized interfaces, focusing on active-backup mode, flow-based active-active mode, and a new active-active mode for virtual functions.

• YouTube
• 44 minutes
• On-Demand
• Conference Talk

Production Multi-node Jobs with Gang Scheduling, K8s, GPUs and RDMA

Explore distributed execution of DL/ML jobs in Kubernetes, covering gang scheduling, GPU acceleration, and high-speed networking for improved performance and scalability.

• YouTube
• 33 minutes
• On-Demand
• Conference Talk

Accelerating Serverless AI Large Model Inference with Functionalized Scheduling and RDMA

Optimizing serverless AI inference with functionalized scheduling and RDMA for faster response times and efficient KV cache migration, addressing challenges in large-scale model deployment.

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

SNIAVideo

Persistent Write Log Cache with RDMA Replication in Ceph

Dive into implementing Persistent Write Log Cache with replication in Ceph, exploring client-side PMEM storage, RDMA technology, and efficient write-back caching for distributed systems.

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

USENIX

Reverie: Low Pass Filter-Based Switch Buffer Sharing for Datacenters with RDMA and TCP Traffic

Innovative buffer-sharing scheme for datacenters, improving RDMA and TCP performance through unified admission control and low-pass filtering, enhancing burst absorption and flow completion times.

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

USENIX

LoLKV - Logless, Linearizable, RDMA-based Key-Value Storage System

Innovative key-value storage system using lock-free design for concurrent updates, achieving higher throughput and lower latency than state-of-the-art alternatives.

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

Exploring Distributed Caching for Faster GPU Training with NVMe, GDS, and RDMA

Discover how to optimize GPU training performance through distributed caching techniques, leveraging NVMe storage, GDS, and RDMA networks for enhanced data access and reduced GPU wait times.

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

SNIAVideo

Accelerating Object Storage for AI/ML with S3 RDMA

Discover how S3 RDMA revolutionizes object storage for AI/ML by bypassing HTTP, enabling zero-copy data transfers and optimized GPU utilization for high-performance workloads.

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

Linux Plumbers Conference

Lessons from Scaling BPF to Detect RDMA Device Driver Bugs in Real Time

Discover how Meta scaled BPF to detect RDMA driver bugs in real-time, solving 17% of GPU training job failures through optimized kernel state tracking and map-based systems.

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

Nvidia

The Fundamentals of RDMA Programming

52 ratings at Coursera

Learn to program RDMA applications for high-performance data transfer between servers. Covers RDMA basics, core components, operations, and connection management with hands-on coding examples.

• Coursera
• 5 hours 18 minutes
• On-Demand
• Paid Course

USENIX

TCP ≈ RDMA - CPU Efficient Remote Storage Access with i10

Innovative remote storage stack i10 achieves RDMA-like performance on commodity hardware, saturating 100Gbps links with low CPU usage while allowing unmodified applications to use the kernel's TCP/IP stack.

• YouTube
• 21 minutes
• On-Demand
• Conference Talk

USENIX

FreeFlow - Software-based Virtual RDMA Networking for Containerized Clouds

FreeFlow: software-based RDMA virtualization for containerized clouds, enabling high-performance networking with isolation, portability, and controllability. Achieves near bare-metal RDMA performance for applications like TensorFlow and Spark.

• YouTube
• 26 minutes
• On-Demand
• Conference Talk

Linux Plumbers Conference

Challenges of the RDMA Subsystem

Explore RDMA subsystem challenges in Linux, covering complex user APIs, DMA models, security, file system interactions, and networking functionality. Gain insights for emerging drivers facing similar issues.

• YouTube
• 41 minutes
• On-Demand
• Conference Talk

Paul G. Allen School

Systems & Networks Seminar - RDMA in Data Centers: From Cloud Computing to Machine Learning

Explore RDMA's role in data centers, covering its applications in cloud computing and machine learning, with insights from industry expert Chuanxiong Guo of Bytedance.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video