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

By Hamid Sarbazi-Azad

Advances in GPU study and Practice specializes in examine and practices in GPU established structures. the themes taken care of disguise quite a number concerns, starting from and architectural matters, to excessive point concerns, akin to software structures, parallel programming, middleware, and tool and effort issues.

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

  • Discusses the best way to maximize strength and acquire height reliability while designing, construction, and utilizing GPUs
  • Covers procedure software program (OS, compilers), programming environments, languages, and paradigms proposed to aid and aid GPU programmers
  • Explains the way to use mathematical and analytical strategies to foretell diversified functionality metrics in GPUs
  • Illustrates the layout of effective GPU algorithms in parts corresponding to bioinformatics, advanced structures, social networks, and cryptography
  • Provides functions and use case situations in numerous diverse verticals, together with drugs, social sciences, snapshot processing, and telecommunications

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