{"title":"The changing role of supercomputing","authors":"Peter J. Ungaro","doi":"10.1145/2370816.2370818","DOIUrl":null,"url":null,"abstract":"Today's largest supercomputers are primarily doing scientific simulations at the petascale level. In the future, supercomputers are moving in a multitude of directions including dealing with the technology challenges of moving to exascale, incorporating heterogeneous architectures and accelerators such as many-core processors and GPU's as well as incorporating the challenges of Big Data. This will pose a variety of issues toward the future of our industry that range from technical, business and personnel-related challenges. This talk will attempt to discuss a few of these and present a vision for they will come together in the future.","PeriodicalId":403855,"journal":{"name":"2012 21st International Conference on Parallel Architectures and Compilation Techniques (PACT)","volume":"26 7","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 21st International Conference on Parallel Architectures and Compilation Techniques (PACT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2370816.2370818","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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Abstract

Today's largest supercomputers are primarily doing scientific simulations at the petascale level. In the future, supercomputers are moving in a multitude of directions including dealing with the technology challenges of moving to exascale, incorporating heterogeneous architectures and accelerators such as many-core processors and GPU's as well as incorporating the challenges of Big Data. This will pose a variety of issues toward the future of our industry that range from technical, business and personnel-related challenges. This talk will attempt to discuss a few of these and present a vision for they will come together in the future.
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超级计算不断变化的角色
当今最大的超级计算机主要是在千万亿级上进行科学模拟。在未来,超级计算机将朝着多个方向发展,包括应对向百亿亿次迁移的技术挑战,整合异构架构和加速器,如多核处理器和GPU,以及整合大数据的挑战。这将给我们行业的未来带来各种各样的问题,包括技术、业务和人员相关的挑战。这次演讲将尝试讨论其中的一些,并为它们在未来的发展提供一个愿景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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