By Hamid Sarbazi-Azad
Advances in GPU examine and Practice makes a speciality of learn and practices in GPU dependent platforms. the subjects taken care of hide a variety of matters, starting from and architectural concerns, to excessive point matters, comparable to program platforms, parallel programming, middleware, and tool and effort issues.
Divided into six components, this edited quantity offers the newest learn on GPU computing. half I: Architectural ideas specializes in the architectural issues that increase on functionality of GPUs, half II: procedure software program discusses OS, compilers, libraries, programming atmosphere, languages, and paradigms which are proposed and analyzed to aid and help GPU programmers. half III: energy and Reliability matters covers diversified points of power, energy, and reliability matters in GPUs. half IV: functionality research illustrates mathematical and analytical ideas to foretell diverse functionality metrics in GPUs. half V: Algorithms offers tips to layout effective algorithms and research 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 how one can maximize energy and acquire top reliability whilst designing, development, and utilizing GPUs
- Covers approach software program (OS, compilers), programming environments, languages, and paradigms proposed to aid and aid GPU programmers
- Explains how one can use mathematical and analytical strategies to foretell assorted functionality metrics in GPUs
- Illustrates the layout of effective GPU algorithms in parts equivalent to bioinformatics, advanced structures, social networks, and cryptography
- Provides functions and use case situations in numerous various verticals, together with drugs, social sciences, snapshot 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