Download Advances in GPU Research and Practice (Emerging Trends in by Hamid Sarbazi-Azad PDF

By Hamid Sarbazi-Azad

Advances in GPU learn and Practice specializes in examine and practices in GPU established platforms. the themes handled conceal a number matters, starting from and architectural matters, to excessive point matters, reminiscent of software structures, parallel programming, middleware, and gear and effort issues.

Divided into six elements, this edited quantity offers the newest learn on GPU computing. half I: Architectural options specializes in the architectural themes that increase on functionality of GPUs, half II: approach software program discusses OS, compilers, libraries, programming setting, languages, and paradigms which are proposed and analyzed to assist and aid GPU programmers. half III: energy and Reliability matters covers varied facets of power, energy, and reliability issues in GPUs. half IV: functionality research illustrates mathematical and analytical ideas to foretell varied functionality metrics in GPUs. half V: Algorithms offers find out how to layout effective algorithms and research their complexity for GPUs. half VI: functions and similar issues presents use instances and examples of the way GPUs are used throughout many sectors.

  • Discusses find out how to maximize energy and procure height reliability while designing, construction, and utilizing GPUs
  • Covers procedure software program (OS, compilers), programming environments, languages, and paradigms proposed to assist and aid GPU programmers
  • Explains how one can use mathematical and analytical recommendations to foretell various functionality metrics in GPUs
  • Illustrates the layout of effective GPU algorithms in components reminiscent of bioinformatics, advanced platforms, social networks, and cryptography
  • Provides purposes and use case eventualities in numerous diverse verticals, together with medication, social sciences, photo processing, and telecommunications

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