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

By Hamid Sarbazi-Azad

Advances in GPU examine and Practice specializes in learn and practices in GPU established platforms. the themes taken care of hide a number of concerns, starting from and architectural matters, to excessive point concerns, reminiscent of program platforms, parallel programming, middleware, and tool and effort issues.

Divided into six elements, this edited quantity presents the most recent examine on GPU computing. half I: Architectural suggestions makes a speciality of the architectural themes that enhance on functionality of GPUs, half II: process software program discusses OS, compilers, libraries, programming atmosphere, languages, and paradigms which are proposed and analyzed to aid and aid GPU programmers. half III: energy and Reliability concerns covers varied features of strength, energy, and reliability issues in GPUs. half IV: functionality research illustrates mathematical and analytical strategies to foretell diverse functionality metrics in GPUs. half V: Algorithms offers the best way to layout effective algorithms and examine their complexity for GPUs. half VI: purposes and similar themes presents use instances and examples of the way GPUs are used throughout many sectors.

  • Discusses how one can maximize energy and acquire height reliability while designing, development, and utilizing GPUs
  • Covers method software program (OS, compilers), programming environments, languages, and paradigms proposed to aid and help GPU programmers
  • Explains easy methods to use mathematical and analytical innovations to foretell diversified functionality metrics in GPUs
  • Illustrates the layout of effective GPU algorithms in components comparable to bioinformatics, complicated platforms, social networks, and cryptography
  • Provides functions and use case situations in different assorted verticals, together with medication, social sciences, snapshot processing, and telecommunications

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