Parallel and Distributed Computing detail syllabus for Computer Science Engineering (CSE), 2019-20 scheme is taken from AKTU official website and presented for AKTU students. The course code (RCS-083), and for exam duration, Teaching Hr/Week, Practical Hr/Week, Total Marks, internal marks, theory marks, and credits do visit complete sem subjects post given below.
For all other cse 8th sem syllabus for b.tech 2019-20 scheme aktu you can visit CSE 8th Sem syllabus for B.Tech 2019-20 Scheme AKTU Subjects. For all other Departmental Elective-5 subjects do refer to Departmental Elective-5. The detail syllabus for parallel and distributed computing is as follows.
Unit I
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Unit II
CUDA programming model:
Overview of CUDA, Isolating data to be used by parallelized code, API function to allocate memory on parallel computing device, to transfer data, Concepts of Threads, Blocks, Grids, Developing a kernel function to be executed by individual threads, Execution of kernel function by parallel threads, transferring data back to host processor with API function.
Unit III
Analytical Modeling of Parallel Programs:
Sources of Overhead in Parallel Programs, Performance Metrics for Parallel Systems, The Effect of Granularity on Performance, Scalability of Parallel Systems, Minimum Execution Time and Minimum Cost-Optimal Execution Time
Unit IV
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Unit V
Search Algorithms for Discrete Optimization Problems:
Sequential Search Algorithms, Parallel Depth-First Search, Parallel Best-First Search, Speedup Anomalies in Parallel Search Algorithms
Reference Books:
- A Grama, A Gupra, G Karypis, V Kumar. Introduction to Parallel Computing (2nd ed.). Addison Wesley, 2003.
- C Lin, L Snyder. Principles of Parallel Programming. USA: Addison-Wesley Publishing Company, 20 .
- J Jeffers, J Reinders. Intel Xeon Phi Coprocessor High-Performance Programming. Morgan Kaufmann Publishing and Elsevier, 2013.
- T Mattson, B Sanders, B Massingill. Patterns for Parallel Programming. Addison-Wesley Professional, 2004.
For detail syllabus of all other subjects of B.Tech Cse, 2019-20 regulation do visit Cse 8th Sem syllabus for 2019-20 Regulation.
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