Sunday, 3 March 2013

Introduction to Parallel Computing

Table of Contents (PDF file)

PART I: BASIC CONCEPTS

1. Introduction (figures: [PDF] [PS])
2. Parallel Programming Platforms (figures: [PPT] [PDF] [PS])
(GK lecture slides [PDF]) (AG lecture slides [PPT][PDF][PS])

3. Principles of Parallel Algorithm Design (figures: [PPT] [PDF] [PS], algorithms: [PDF] [PS])
(GK lecture slides [PDF]) (AG lecture slides [PPT][PDF][PS])

4. Basic Communication Operations (figures: [PPT] [PDF] [PS], algorithms: [PDF] [PS])
(GK lecture slides [PDF]) (AG lecture slides [PPT][PDF][PS])

5. Analytical Modeling of Parallel Programs (figures: [PPT] [PDF] [PS])
(GK lecture slides [PDF]) (AG lecture slides [PPT][PDF][PS])

PART II: PARALLEL PROGRAMMING

6. Programming Using the Message Passing Paradigm (figures: [PPT] [PDF] [PS])
(GK lecture slides [PDF]) (AG lecture slides [PPT][PDF][PS])

7. Programming Shared Address Space Platforms (figures: [PPT] [PDF] [PS])
(GK lecture slides [PDF]) (AG lecture slides [PPT][PDF][PS])
(A complete set of Pthread programs)

PART III: PARALLEL ALGORITHMS AND APPLICATIONS

8. Dense Matrix Algorithms (figures: [PPT] [PDF] [PS], algorithms: [PDF] [PS])
(GK lecture slides [PDF]) (AG lecture slides [PPT][PDF][PS])

9. Sorting (figures: [PPT] [PDF] [PS], algorithms: [PDF] [PS])
(GK lecture slides [PDF]) (AG lecture slides [PPT][PDF][PS]) 

10. Graph Algorithms (figures: [PPT] [PDF] [PS], algorithms: [PDF] [PS])
(GK lecture slides [PDF]) (AG lecture slides [PPT][PDF][PS])

11. Search Algorithms for Discrete Optimization Problems (figures: [PPT] [PDF] [PS])
(GK lecture slides [PDF]) (AG lecture slides [PPT][PDF][PS])

12. Dynamic Programming (figures: [PPT] [PDF] [PS])
(AG lecture slides [PPT][PDF][PS])

13. Fast Fourier Transform  (figures: [PDF] [PS], algorithms: [PDF] [PS])

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