{"title":"Hardware acceleration of divide-and-conquer paradigms: a case study","authors":"W. Luk, V. Lok, I. Page","doi":"10.1109/FPGA.1993.279463","DOIUrl":null,"url":null,"abstract":"The authors describe a method for speeding up divide-and-conquer algorithms with a hardware coprocessor, using sorting as an example. The method employs a conventional processor for the 'divide' and 'merge' phases, while the 'conquer' phase is handled by a purpose-built coprocessor. It is shown how transformation techniques from the Ruby language can be adopted in developing a family of systolic sorters, and how one of the resulting designs is prototyped in eight FPGAs on a PC coprocessor board known as CHS2*4 from Algotronix. The execution of the hardware unit is embedded in a sorting program, with the PC host merging the sorted sequences from the hardware sorter. The performance of this implementation is compared against various sorting algorithms on a number of PC systems.<<ETX>>","PeriodicalId":104383,"journal":{"name":"[1993] Proceedings IEEE Workshop on FPGAs for Custom Computing Machines","volume":"50 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1993-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"24","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"[1993] Proceedings IEEE Workshop on FPGAs for Custom Computing Machines","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/FPGA.1993.279463","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 24
Abstract
The authors describe a method for speeding up divide-and-conquer algorithms with a hardware coprocessor, using sorting as an example. The method employs a conventional processor for the 'divide' and 'merge' phases, while the 'conquer' phase is handled by a purpose-built coprocessor. It is shown how transformation techniques from the Ruby language can be adopted in developing a family of systolic sorters, and how one of the resulting designs is prototyped in eight FPGAs on a PC coprocessor board known as CHS2*4 from Algotronix. The execution of the hardware unit is embedded in a sorting program, with the PC host merging the sorted sequences from the hardware sorter. The performance of this implementation is compared against various sorting algorithms on a number of PC systems.<>