README.md

ToUCH HC Teaching Modules

This repository hosts a collection of teaching modules covering a range of topics in Heterogeneous Computing. The modules are primarily intended for undergraduate Computer Science and Computer Engineering students. They were developed as part of the NSF-funded ToUCH project.

The following document gives an overview of the modules and discusses the guiding principles and the motivation behind their design.

• ToUCH:Teaching Undergrads Collaborative and Heterogeneous Computing
  Apan Qasem, David Bunde, Phil Schielke

Module Categories

The modules are classified into five broads areas

• Fundamentals
• Algorithms
• Architecture
• Programming Models
• Performance

Modules in each category are located in their respective sub-directories

Module List

Below is the current list of modules. The module list is updated frequently. If you want to contribute a module, please contact Apan [email protected]

• Fundamentals

  • [A1] Heterogeneous Computing: Elementary Notions
  • [A2] Task Mapping on Soft Heterogeneous Systems
  • [A3] Pollack's Rule as a Justification for Heterogeneous Computing

• Algorithms

  • [B1] Hybrid Algorithms

• Architecture

  • [C1] Introduction to ARM
  • [C2] GPU Memory Hierarchy

• Programming Models

  • [D1] Introduction to CUDA Programming
  • [D2] Heterogeneous Programming with OpenMP
  • [D3] Introduction to SYCL Programming

• Performance

Publications

Apan Qasem. A Gentle Introduction to Heterogeneous Computing for CS1 Students in IEEE/ACM Workshop on Education for High-Performance Computing, (EduHPC@SC 2019), 2019. doi:10.1109/EduHPC49559.2019.00007

Apan Qasem, David Bunde and Phil Schielke. ToUCH: Teaching Undergrads Collaborative and Heterogeneous Computing in Consortium for Computing Sciences in Colleges South Central Conference (CCSC19), 2019.

Shield:

This work is licensed under a Creative Commons Attribution 4.0 International License.