Algorithm and Data Optimization Techniques for Scaling to Massively Threaded Systems.
A study of the implementation patterns among massively threaded applications for many-core GPUs reveals that each of the seven most commonly used algorithm and data optimization techniques can enhance the performance of applicable kernels by 2 to 10× in current processors while also improving future...
| Publicado en: | Computer (00189162) Vol. 45; no. 8; pp. 26 - 33 |
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| Autores principales: | , , , , , , , |
| Formato: | Artículo |
| Publicado: |
IEEE
Aug2012
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| Materias: | |
| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=hlh&AN=79466922&site=ehost-live header: @attributes: shortDbName: hlh uiTerm: 79466922 longDbName: Humanities International Complete uiTag: AN controlInfo: bkinfo: jinfo: jid: 00189162 PUT jtl: Computer (00189162) issn: 00189162 maglogo: N pubinfo: dt: Aug2012 vid: 45 iid: 8 pid: 13605 pub: IEEE artinfo: ui: 79466922 10.1109/MC.2012.194 ppf: 26 ppct: 7 formats: tig: atl: Algorithm and Data Optimization Techniques for Scaling to Massively Threaded Systems. aug: au: Stratton, John A. Rodrigues, Christopher Sung, I-Jui Chang, Li-Wen Anssari, Nasser Liu, Geng Hwu, Wen-mei W. Obeid, Nady affil: University of Illinois at Urbana-Champaign KLA-Tencor su: Graphics processing units Algorithms Stratton, John Computer input-output equipment Bandwidths Integrated circuits sug: subj: Graphics processing units Algorithms Stratton, John Computer input-output equipment Bandwidths Integrated circuits keyword: accelerators Bandwidth Graphics processing unit Histograms Instruction sets massively threaded systems Multithreading Optimization optimization patterns Parboil benchmarks scalability System-on-a-chip ab: A study of the implementation patterns among massively threaded applications for many-core GPUs reveals that each of the seven most commonly used algorithm and data optimization techniques can enhance the performance of applicable kernels by 2 to 10× in current processors while also improving future scalability. The featured Web extra is a video interview with author John Stratton, who describes how implementation patterns can improve future scalability. YouTube URL: http://youtu.be/fgn9LJbInMw pubtype: Academic Journal doctype: Article src: R language: English refInfo: copyright: @attributes: flag: Y dt: @attributes: year: 2012 holdings: @attributes: islocal: N |
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