By Hamid Sarbazi-Azad
Advances in GPU examine and Practice makes a speciality of study and practices in GPU dependent platforms. the subjects taken care of conceal quite a number matters, starting from and architectural matters, to excessive point concerns, reminiscent of program platforms, parallel programming, middleware, and gear and effort issues.
Divided into six components, this edited quantity offers the most recent learn on GPU computing. half I: Architectural ideas makes a speciality of the architectural subject matters that enhance on functionality of GPUs, half II: approach software program discusses OS, compilers, libraries, programming surroundings, languages, and paradigms which are proposed and analyzed to assist and help GPU programmers. half III: strength and Reliability concerns covers diverse facets of power, energy, and reliability matters in GPUs. half IV: functionality research illustrates mathematical and analytical ideas to foretell assorted functionality metrics in GPUs. half V: Algorithms offers find out how to layout effective algorithms and study their complexity for GPUs. half VI: purposes and comparable subject matters offers use situations and examples of the way GPUs are used throughout many sectors.
- Discusses the right way to maximize strength and acquire top reliability while designing, development, and utilizing GPUs
- Covers approach software program (OS, compilers), programming environments, languages, and paradigms proposed to assist and aid GPU programmers
- Explains tips to use mathematical and analytical recommendations to foretell varied functionality metrics in GPUs
- Illustrates the layout of effective GPU algorithms in parts corresponding to bioinformatics, complicated structures, social networks, and cryptography
- Provides functions and use case situations in numerous diverse verticals, together with drugs, social sciences, photograph processing, and telecommunications
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