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Introduction to Parallel Programming. Instructor: Prof. Yogish Sabharwal, Department of Computer Science and Engineering, IIT Delhi
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Description
This course focuses on the shared memory programming paradigm. It covers concepts and 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. (from nptel.ac.in)
Course content
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- Lecture 14 – Context Switching Unlimited
- Lecture 15 – OpenMP: Basic Thread Functions Unlimited
- Lecture 16 – OpenMP: About OpenMP Unlimited
- Lecture 17 – Shared Memory Consistency Models and the Sequential Consistency Model Unlimited
- Lecture 18 – Race Conditions Unlimited
- Lecture 19 – OpenMP: Scoping Variables and Some Race Conditions Unlimited
- Lecture 20 – OpenMP: Thread Private Variables and More Constructs Unlimited
- Lecture 21 – Computing Sum: First Attempt at Parallelization Unlimited
- Lecture 22 – Manual Distribution of Work and Critical Sections Unlimited
- Lecture 23 – Distributing for Loops and Reduction Unlimited
- Lecture 24 – Vector-Vector Operations (Dot Product) Unlimited
- Lecture 25 – Matrix-Vector Operations (Matrix-Vector Multiply) Unlimited
- Lecture 26 – Matrix-Matrix Operations (Matrix-Matrix Multiply) Unlimited
- Lecture 27 – Introduction to Tasks Unlimited
- Lecture 28 – Task Queues and Task Execution Unlimited
- Lecture 29 – Accessing Variables in Tasks Unlimited
- Lecture 30 – Completion of Tasks and Scoping Variables in Tasks Unlimited
- Lecture 31 – Recursive Task Spawning and Pitfalls Unlimited
- Lecture 32 – Understanding LU Factorization Unlimited
- Lecture 33 – Parallel LU Factorization Unlimited
- Lecture 34 – Locks Unlimited
- Lecture 35 – Advanced Task Handling Unlimited
- Lecture 36 – Matrix Multiplication using Tasks Unlimited
- Lecture 37 – The OpenMP Shared Memory Consistency Model Unlimited
Instructor
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