YoVDO

Introduction to parallel programming with OpenMP and MPI

Offered By: Indian Institute of Technology Delhi via Swayam

Tags

Computer Science Courses Linear Algebra Courses Parallel Programming Courses OpenMP Courses MPI Courses Matrix Factorization Courses

Course Description

Overview

This course focuses on the shared memory programming paradigm. It covers concepts & programming principles involved in developing scalable parallel applications. Assignments focus on writing scalable programs for multi-core architectures using OpenMP and C. This is an introductory course in shared memory parallel programming suitable for computer science as well as non-computer science students working on parallel/HPC applications and interested in parallel programming.INTENDED AUDIENCE : Computer Science and non-Computer Science Students with interest in parallel programming for HPC applications.PRE-REQUISITES : Students enrolling for this course should be comfortable with programming in C.INDUSTRIES SUPPORT : IBM, Intel, Amazon, Google, Microsoft, Cray

Syllabus

Week 1: Single Processor Architecture and Basic OpenMP Constructs and Functions
Week 2: More OpenMP constructs & functions
Week 3: Basic Linear Algebra using OpenMP and OpenMP tasks
Week 4: Critical Sections, locks and Matrix Factorization using OpenMP
Week 5: Distributed Memory programming and Message Passing Interface (MPI)
Week 6: MPI Collectives and Interconnection architectures
Week 7: Some applications on distributed memory architectures
Week 8: Applications to Graph Algorithms

Taught by

Prof. Yogish Sabharwal

Tags

Related Courses

Advanced Machine Learning
The Open University via FutureLearn
Advanced Statistics for Data Science
Johns Hopkins University via Coursera
Algebra & Algorithms
Moscow Institute of Physics and Technology via Coursera
Algèbre Linéaire (Partie 2)
École Polytechnique Fédérale de Lausanne via edX
Linear Algebra III: Determinants and Eigenvalues
Georgia Institute of Technology via edX