Heterogeneous Computing Courses and Certifications

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

SNIAVideo

CXL Enabling an Interoperable Ecosystem for Heterogeneous Memory and Computing Solutions

Explore the CXL 3.0 specification's advanced features for heterogeneous computing, including enhanced memory sharing, coherency improvements, and expanded fabric capabilities for high-performance workloads.

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

Open Compute Project

Open Silicon Firmware Interface (openSFI) - Abstracting Silicon Initialization for Heterogeneous Computing

Discover how openSFI addresses challenges in heterogeneous computing by abstracting silicon initialization, simplifying firmware development, and enabling seamless platform integration to reduce costs and carbon emissions.

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

Yocto Project

Future of Computing: Heterogeneous Compute and Immutable Systems

Explore the future of heterogeneous computing systems, immutability challenges, and Yocto Project's potential role in building scalable infrastructure for evolving computational demands.

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

SNIAVideo

Server Fabrics and the Evolution to CXL 3.0 - Memory and Resource Management in Heterogeneous Computing

Explore the evolution of CXL technology and server fabrics, focusing on memory management, resource pooling, and system architecture improvements for enhanced computing performance.

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

OpenInfra Foundation

Journey of Heterogeneous Computing in OpenInfra - From OpenStack Cyborg to AI Integration

Explore the 7-year evolution of OpenStack Cyborg's heterogeneous framework, from its community-driven inception to its role in AI infrastructure, and discover its impact on modern computing landscapes.

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

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

Coursera

OpenCL Programming

Master OpenCL programming for parallel computing across CPUs, GPUs, and FPGAs. Develop high-performance applications, optimize kernels, manage memory efficiently, and scale computations for AI, scientific simulations, and more.

• Coursera
• 3 hours 41 minutes
• On-Demand
• Paid Course

IEEE

Enabling Rack-Scale Confidential Computing Using Heterogeneous Trusted Execution Environment

Explore heterogeneous trusted execution environments for large-scale confidential computing, addressing GPU protection challenges and offering a scalable solution for data-intensive tasks without chip-level modifications.

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

Open and Neutral Edge Computing Architecture on Heterogeneous Devices

Explore open, neutral edge computing architecture for heterogeneous devices, leveraging virtualization, Linux, containers, and EdgeX Foundry to build extensible, vendor-agnostic solutions.

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

Cloud Native Indonesia

Managing Edge Computing in Rural Areas with Limited Internet and Heterogeneous Environments Using Nomad

Optimize edge computing in rural areas with limited connectivity using Nomad. Master heterogeneous environments and efficient resource management for seamless operations in challenging settings.

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

Uniting Sustainability and Edge Computing: Kepler and Open Horizon on RISC-V and Heterogeneous Systems

Explore integrating Kepler and Open Horizon for energy-efficient cloud-edge computing across diverse hardware, including RISC-V. Demonstration of use case optimizing distributed systems for sustainability.

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

Open Compute Project

Heterogeneous Memory Opportunity with Agentic AI and Memory Centric Computing

Explore emerging memory solutions like SOCAMM, MRDIMM, and CXL to overcome LLM inference bottlenecks, plus Samsung's Processing-Near-Memory vision for GPU systems.

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

Explore cutting-edge technologies shaping the future of computing, including AI, blockchain, cloud computing, and hardware acceleration for processing vast amounts of data efficiently.

• openHPI
• 4 weeks
• On-Demand
• Free Online Course

Java

TornadoVM: Heterogeneous Programming Framework for Java

Explore TornadoVM, a Java framework for heterogeneous computing on CPUs, GPUs, and FPGAs. Learn its API, compiler, and runtime system for optimized performance across diverse hardware.

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