By Hamid Sarbazi-Azad
Advances in GPU study and Practice specializes in learn and practices in GPU established structures. the themes handled conceal more than a few matters, starting from and architectural matters, to excessive point concerns, akin to software platforms, parallel programming, middleware, and tool and effort issues.
Divided into six elements, this edited quantity presents the newest examine on GPU computing. half I: Architectural suggestions 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: strength and Reliability matters covers diversified points of strength, strength, and reliability issues in GPUs. half IV: functionality research illustrates mathematical and analytical concepts to foretell varied 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 subject matters presents use circumstances and examples of the way GPUs are used throughout many sectors.
- Discusses how one can maximize energy and acquire top reliability whilst designing, construction, and utilizing GPUs
- Covers procedure software program (OS, compilers), programming environments, languages, and paradigms proposed to aid and help GPU programmers
- Explains the way to use mathematical and analytical options to foretell varied functionality metrics in GPUs
- Illustrates the layout of effective GPU algorithms in components corresponding to bioinformatics, complicated structures, social networks, and cryptography
- Provides functions and use case eventualities in different varied verticals, together with medication, social sciences, snapshot processing, and telecommunications