By Hamid Sarbazi-Azad
Advances in GPU examine and Practice specializes in learn and practices in GPU established structures. the themes handled hide more than a few concerns, starting from and architectural matters, to excessive point concerns, corresponding to software structures, parallel programming, middleware, and gear and effort issues.
Divided into six components, this edited quantity offers the newest examine on GPU computing. half I: Architectural ideas specializes in the architectural themes that increase 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 aid GPU programmers. half III: energy and Reliability concerns covers diverse points of power, energy, and reliability matters in GPUs. half IV: functionality research illustrates mathematical and analytical suggestions to foretell assorted functionality metrics in GPUs. half V: Algorithms offers tips to layout effective algorithms and learn their complexity for GPUs. half VI: purposes and similar subject matters offers use instances and examples of the way GPUs are used throughout many sectors.
- Discusses tips to maximize energy and procure height reliability while designing, construction, and utilizing GPUs
- Covers approach software program (OS, compilers), programming environments, languages, and paradigms proposed to assist and aid GPU programmers
- Explains the best way to use mathematical and analytical recommendations to foretell various functionality metrics in GPUs
- Illustrates the layout of effective GPU algorithms in components reminiscent of bioinformatics, complicated platforms, social networks, and cryptography
- Provides functions and use case eventualities in different varied verticals, together with medication, social sciences, picture processing, and telecommunications
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Advances in GPU Research and Practice (Emerging Trends in Computer Science and Applied Computing) by Hamid Sarbazi-Azad