By Hamid Sarbazi-Azad

ISBN-10: 0128037385

ISBN-13: 9780128037386

Advances in GPU learn and Practice specializes in learn and practices in GPU dependent platforms. the themes taken care of conceal quite a number matters, starting from and architectural concerns, to excessive point concerns, corresponding to software platforms, parallel programming, middleware, and tool and effort issues.

Divided into six elements, this edited quantity presents the most recent study on GPU computing. half I: Architectural ideas specializes in the architectural issues that enhance on functionality of GPUs, half II: approach software program discusses OS, compilers, libraries, programming atmosphere, languages, and paradigms which are proposed and analyzed to assist and help GPU programmers. half III: energy and Reliability concerns covers varied facets of strength, strength, and reliability issues in GPUs. half IV: functionality research illustrates mathematical and analytical thoughts to foretell assorted functionality metrics in GPUs. half V: Algorithms offers how one can layout effective algorithms and research their complexity for GPUs. half VI: functions and similar subject matters offers use instances and examples of the way GPUs are used throughout many sectors.

  • Discusses easy methods to maximize strength and acquire height reliability whilst designing, development, and utilizing GPUs
  • Covers approach software program (OS, compilers), programming environments, languages, and paradigms proposed to aid and aid GPU programmers
  • Explains tips on how to use mathematical and analytical ideas to foretell varied functionality metrics in GPUs
  • Illustrates the layout of effective GPU algorithms in parts corresponding to bioinformatics, advanced platforms, social networks, and cryptography
  • Provides functions and use case eventualities in numerous diverse verticals, together with drugs, social sciences, snapshot processing, and telecommunications

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