{"title":"星桥超级计算机上LU分解的内存支持设计","authors":"Seth Young, A. Sudarsanam, A. Dasu, T. Hauser","doi":"10.1109/FPT.2006.270307","DOIUrl":null,"url":null,"abstract":"LU matrix decomposition is a linear algebra algorithm used to reduce the complexity required to solve a large system of linear equations. Large systems of equations frequently need to be solved in physics, engineering, and computational chemistry. In the hardware implementation of such LU algorithms supporting modules must be included which handle the transfer of memory between the disk and processing nodes. This paper looks at the data transfer hardware which supports an implementation of a block-based LU algorithm on a multi-FPGA system. Preliminary results are provided which show the required areas and latencies of these designs","PeriodicalId":354940,"journal":{"name":"2006 IEEE International Conference on Field Programmable Technology","volume":"16 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2006-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"Memory support design for LU decomposition on the starbridge hyper-computer\",\"authors\":\"Seth Young, A. Sudarsanam, A. Dasu, T. Hauser\",\"doi\":\"10.1109/FPT.2006.270307\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"LU matrix decomposition is a linear algebra algorithm used to reduce the complexity required to solve a large system of linear equations. Large systems of equations frequently need to be solved in physics, engineering, and computational chemistry. In the hardware implementation of such LU algorithms supporting modules must be included which handle the transfer of memory between the disk and processing nodes. This paper looks at the data transfer hardware which supports an implementation of a block-based LU algorithm on a multi-FPGA system. Preliminary results are provided which show the required areas and latencies of these designs\",\"PeriodicalId\":354940,\"journal\":{\"name\":\"2006 IEEE International Conference on Field Programmable Technology\",\"volume\":\"16 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2006-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2006 IEEE International Conference on Field Programmable Technology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/FPT.2006.270307\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2006 IEEE International Conference on Field Programmable Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/FPT.2006.270307","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Memory support design for LU decomposition on the starbridge hyper-computer
LU matrix decomposition is a linear algebra algorithm used to reduce the complexity required to solve a large system of linear equations. Large systems of equations frequently need to be solved in physics, engineering, and computational chemistry. In the hardware implementation of such LU algorithms supporting modules must be included which handle the transfer of memory between the disk and processing nodes. This paper looks at the data transfer hardware which supports an implementation of a block-based LU algorithm on a multi-FPGA system. Preliminary results are provided which show the required areas and latencies of these designs