Shlomi Alkalay, Hari Angepat, Adrian M. Caulfield, Eric S. Chung, Oren Firestein, M. Haselman, S. Heil, K. Holohan, M. Humphrey, Tamás Juhász, P. Kaur, S. Lanka, Daniel Lo, Todd Massengill, Kalin Ovtcharov, Michael Papamichael, Andrew Putnam, Raja Seera, Rimon Tadros, J. Thong, Lisa Woods, Derek Chiou, D. Burger
{"title":"Agile Co-Design for a Reconfigurable Datacenter","authors":"Shlomi Alkalay, Hari Angepat, Adrian M. Caulfield, Eric S. Chung, Oren Firestein, M. Haselman, S. Heil, K. Holohan, M. Humphrey, Tamás Juhász, P. Kaur, S. Lanka, Daniel Lo, Todd Massengill, Kalin Ovtcharov, Michael Papamichael, Andrew Putnam, Raja Seera, Rimon Tadros, J. Thong, Lisa Woods, Derek Chiou, D. Burger","doi":"10.1145/2847263.2847287","DOIUrl":null,"url":null,"abstract":"In 2015, a team of software and hardware developers at Microsoft shipped the world?s first commercial search engine accelerated using FPGAs in the datacenter. During the sprint to production, new algorithms in the Bing ranking service were ported into FPGAs and deployed to a production bed within several weeks of conception, leading to significant gains in latency and throughput. The fast turnaround time of new features demanded by an agile software culture would not have been possible without a disciplined and effective approach to co-design in the datacenter. This talk will describe some of the learnings and best practices developed from this unique experience.","PeriodicalId":438572,"journal":{"name":"Proceedings of the 2016 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays","volume":"5 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2016 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2847263.2847287","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
In 2015, a team of software and hardware developers at Microsoft shipped the world?s first commercial search engine accelerated using FPGAs in the datacenter. During the sprint to production, new algorithms in the Bing ranking service were ported into FPGAs and deployed to a production bed within several weeks of conception, leading to significant gains in latency and throughput. The fast turnaround time of new features demanded by an agile software culture would not have been possible without a disciplined and effective approach to co-design in the datacenter. This talk will describe some of the learnings and best practices developed from this unique experience.