Heterogeneous Computing Courses and Certifications

Linux Plumbers Conference

DWARF Extensions for Optimized SIMT - SIMD - GPU Debugging

Explore DWARF extensions for GPU debugging, addressing challenges in heterogeneous computing and optimizing variable location tracking in SIMT/SIMD environments.

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

Linux Plumbers Conference

Malloc for Everyone and Beyond NUMA

Exploring memory management in heterogeneous computing, addressing challenges beyond NUMA, and proposing a unified API for diverse memory types in modern systems.

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

CppNow

Composite Arithmetic Types Are Greater Than the Sum of Their Parts

Explore advanced C++ arithmetic types using modern language features. Learn to build custom numeric types with improved safety, speed, and usability through compositional approaches and low-cost abstractions.

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

Society for Industrial and Applied Mathematics

Supercomputing Spotlights - Supercomputing Software for Moore and Beyond

Explore supercomputing software evolution, data locality challenges, and innovative solutions for post-Moore era. Learn about multicore architectures, heterogeneous computing, and emerging trends in high-performance computing.

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

USENIX

Offload Annotations - Bringing Heterogeneous Computing to Existing Libraries and Workloads

Explore offload annotations for efficient GPU computing in existing libraries, enabling seamless integration and performance gains without extensive code modifications.

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

CppNow

Taskflow - A Heterogeneous Task Graph Programming System with Control Flow

Explore heterogeneous task graph programming with control flow using Taskflow, a C++ system for efficient parallel and GPU-accelerated computing with high productivity.

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

USENIX

Flor - An Open High Performance RDMA Framework Over Heterogeneous RNICs

Explore Flor, an innovative framework enabling high-performance RDMA across diverse network interface cards, addressing bandwidth imbalances and enhancing datacenter application efficiency.

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

USENIX

MELF - Multivariant Executables for a Heterogeneous World

Explore MELF: a novel approach for including multiple function variants in a single binary, enabling runtime switching for optimized performance across heterogeneous systems.

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

CAE in Cybersecurity Community

Security of Heterogeneous Systems

Explore microarchitectural attacks on heterogeneous systems, focusing on GPU vulnerabilities. Learn about covert channels, website fingerprinting, and defense strategies for integrated CPU-GPU architectures.

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

PyCon US

Python Meets Heterogeneous Computing - An Exploration of Distributed Computations

Exploring distributed computations in Python across diverse hardware, addressing challenges and strategies for optimal performance in heterogeneous computing environments.

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

ACCU Conference

Khronos Sycl Language Framework for C++ Accelerators - Take Advantage of All the MIPS

Explore SYCL, a C++ framework for heterogeneous computing, enabling efficient use of various accelerators. Learn its features, applications, and advantages for high-performance computing and AI/ML development.

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

Linux Plumbers Conference

CXL Memory Tiering for Heterogeneous Computing

Explore CXL memory tiering for heterogeneous computing, analyzing workloads and tuning Linux configurations to optimize system performance with various memory tiers.

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

CNCF [Cloud Native Computing Foundation]

Middleware for Quantum - Enabling Advanced Quantum Computing Workflows

Explore open-source Middleware for Quantum, integrating quantum computing with Kubernetes for complex tasks. Learn how it manages heterogeneous resources and enables advanced quantum-classical workflows.

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

Scalable Parallel Computing Lab, SPCL @ ETH Zurich

Heterogeneous Serverless Computing for High-Performance Computing and AI Workloads

Explore heterogeneous serverless computing for efficient HPC, HPDA, and AI workloads. Learn about innovative accelerator uses and flexible deployment models from edge to exascale.

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

Scalable Parallel Computing Lab, SPCL @ ETH Zurich

Automating Distributed Heterogeneous Computing for Domain Experts

Explore new approaches for enabling domain experts to program future HPC systems efficiently, focusing on compiler and runtime techniques for distributed heterogeneous computing.

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