By Hamid Sarbazi-Azad
Advances in GPU learn and Practice specializes in study and practices in GPU dependent structures. the subjects taken care of disguise a number of matters, starting from and architectural concerns, 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 most recent examine on GPU computing. half I: Architectural options makes a speciality of the architectural themes 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 various facets of power, energy, and reliability issues in GPUs. half IV: functionality research illustrates mathematical and analytical ideas to foretell diversified functionality metrics in GPUs. half V: Algorithms offers tips on how to layout effective algorithms and examine 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 how you can maximize energy and acquire height reliability whilst designing, construction, and utilizing GPUs
- Covers process software program (OS, compilers), programming environments, languages, and paradigms proposed to assist and help GPU programmers
- Explains how you can use mathematical and analytical recommendations to foretell diversified functionality metrics in GPUs
- Illustrates the layout of effective GPU algorithms in components equivalent to bioinformatics, complicated structures, social networks, and cryptography
- Provides functions and use case situations in different diversified verticals, together with medication, social sciences, snapshot processing, and telecommunications
Read or Download Advances in GPU Research and Practice (Emerging Trends in Computer Science and Applied Computing) PDF
Best systems architecture books
The query no matter if molecular primitives can turn out to be actual choices to modern semiconductor capacity or potent supplementations extending vastly chances of info applied sciences is addressed. Molecular primitives and circuitry for info processing units also are mentioned.
This booklet offers useful options for hold up and gear relief for on-chip interconnects and buses. It presents a detailed description of the matter of sign hold up and additional strength intake, attainable options for hold up and glitch removing, whereas contemplating the facility relief of the whole method.
Continuous structure offers a large architectural point of view for non-stop supply, and describes a brand new architectural method that helps and allows it. because the speed of innovation and software program releases raises, IT departments are tasked to bring price speedy and inexpensively to their company companions.
The current e-book incorporates a set of chosen prolonged papers from the eleventh overseas convention on Informatics up to speed, Automation and Robotics (ICINCO 2014), held in Vienna, Austria, from 1 to three September 2014. The convention introduced jointly researchers, engineers and practitioners attracted to the applying of informatics to regulate, Automation and Robotics.
Extra resources for Advances in GPU Research and Practice (Emerging Trends in Computer Science and Applied Computing)
Advances in GPU Research and Practice (Emerging Trends in Computer Science and Applied Computing) by Hamid Sarbazi-Azad