Hardware Acceleration Courses and Certifications

CNCF [Cloud Native Computing Foundation]

Hardware Accelerated Service Mesh Overview

Explore hardware enablement for Envoy, focusing on challenges and solutions using CryptoMb, QAT, and DLB contrib extensions as examples in service mesh acceleration.

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

CNCF [Cloud Native Computing Foundation]

Empower Heterogeneous Edge AI Acceleration with Kubernetes

Unified framework for empowering heterogeneous edge AI accelerators on Kubernetes, addressing challenges in detection, provisioning, and boosting ML frameworks for efficient edge computing.

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

CNCF [Cloud Native Computing Foundation]

Accelerate and Autoscale Deep Learning Inference on GPUs with KFServing

Explore KFServing for efficient GPU-based deep learning inference, focusing on BERT models. Learn about scalability, performance optimization, and real-world applications in financial data processing.

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

CNCF [Cloud Native Computing Foundation]

What You Didn’t Know About Ingress Controllers’ Performance

Detailed performance analysis of Kubernetes Ingress Controllers, focusing on proxy server optimization, TLS operations, hardware acceleration, and resource allocation for improved HTTP request latency.

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

Colin O'Flynn

FlexibleIP - IPv6 Stack for Low-Power Devices Paper Presentation

Explore IPv6 stack optimization for low-power devices, covering cross-layer design, hardware acceleration, header compression, and implementation examples with performance analysis.

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

Linux Plumbers Conference

Compute Express Link Microconference - LPC 2023

Explore Compute Express Link technology and its applications in modern computing systems at this Linux Plumbers Conference session.

• YouTube
• 3 hours 53 minutes
• On-Demand
• Free Video

USENIX

NN-Defined Modulator - Reconfigurable and Portable Software Modulator for IoT Gateways

Innovative approach using neural networks for IoT gateway modulators, offering improved extensibility and portability across diverse hardware platforms with enhanced efficiency.

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

Yannic Kilcher

Scalable MatMul-free Language Modeling - Paper Explained

Explore innovative MatMul-free language modeling techniques using quantization and recurrence, achieving comparable performance to traditional models while significantly reducing computational costs and memory usage.

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

CXL Memory Compression

Explore memory compression techniques for CXL technology, enhancing data center efficiency and performance in modern computing infrastructures.

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

CNCF [Cloud Native Computing Foundation]

Accelerating AI Securely with GVisor

Explore container sandboxing for AI security, focusing on gVisor's implementation, hardware accelerator support, and performance optimization for mitigating AI/ML risks.

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

Nvidia

Video Storage Toolkit with Metropolis Microservices for Jetson - Overview and Installation

Comprehensive guide to NVIDIA's Video Storage Toolkit for Jetson, covering installation, usage, code samples, and debugging. Ideal for developers working on edge AI applications with video management needs.

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

Yannic Kilcher

Machine Learning News: Gemma, Gemini, Groq, Sora, and AI Developments

Explore latest ML developments: Gemma, Groq, Sora, Gemini updates. Dive into hardware advancements, AI ethics, and amusing incidents. Stay informed on cutting-edge AI progress and industry news.

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

CNCF [Cloud Native Computing Foundation]

gRPC Tapping Filter with Hardware Acceleration in Service Mesh

Explore gRPC tapping filter optimization in service mesh, featuring streaming Grpc Sink and hardware-accelerated memory copy for improved performance and scalability in high-traffic microservice architectures.

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

Vendor-Neutral GPU Programming in Chapel

Explore Chapel's vendor-neutral GPU support for portable, parallel computing across diverse hardware. Learn to write GPU-enabled programs and discover opportunities for open-source involvement.

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

Fields Institute

Controlling Chaos Using Edge Computing Hardware

Explore cutting-edge techniques for controlling chaos through edge computing hardware, presented by a leading expert from The Ohio State University.

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