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An Experimental Study of Parallelism in Different Python Frameworks

Publication Type : Conference Proceedings

Publisher : ICICT-2022

Source : 2022 International Conference on Inventive Computation Technologies (ICICT)

Campus : Amritapuri

School : School of Computing

Center : AI (Artificial Intelligence) and Distributed Systems, Algorithms and Computing Systems

Year : 2022

Abstract : Nowadays, people can get more CPU cores for less money, but having more cores is not particularly advantageous without parallelism. Python is a common programming language for many domains. By default, global interpreter locks in Python causes single-core utilization. To parallelise the code, multiple libraries/frameworks are available for python. Each framework has its advantage depending on the problem. However, determining which problems require which framework/library is difficult. This paper will assist users in mapping their problems to any of these frameworks that can solve their problems quickly

Cite this Research Publication : Jerome Joseph T, J. Swaminathan, "An Experimental Study of Parallelism in Different Python Frameworks," 2022 International Conference on Inventive Computation Technologies (ICICT), 2022, pp. 363-366, doi: 10.1109/ICICT54344.2022.9850566.

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