{"title":"基于部分匹配预测的fpga数据压缩器","authors":"Joel Ratsaby, V. Sirota","doi":"10.1109/EEEI.2012.6377120","DOIUrl":null,"url":null,"abstract":"We design and develop a data compression engine on a single FPGA chip that is used as part of a text-classification application. The implementation of the prediction by partial matching algorithm and arithmetic coding data compression is totally in hardware without any software code. Our design implements a dynamic data structure to store the symbol frequency counts up to maximal order of 2. The computation of the tag-interval that encodes the data sequence in arithmetic coding is done in a parallel architecture that achieves a high speedup factor. Even with a relatively slow 50 Mhz clock our hardware engine performs more than 70 times faster than a software-based implementation in C on a CPU running on a 3 Ghz clock.","PeriodicalId":177385,"journal":{"name":"2012 IEEE 27th Convention of Electrical and Electronics Engineers in Israel","volume":"24 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"FPGA-based data compressor based on prediction by partial matching\",\"authors\":\"Joel Ratsaby, V. Sirota\",\"doi\":\"10.1109/EEEI.2012.6377120\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We design and develop a data compression engine on a single FPGA chip that is used as part of a text-classification application. The implementation of the prediction by partial matching algorithm and arithmetic coding data compression is totally in hardware without any software code. Our design implements a dynamic data structure to store the symbol frequency counts up to maximal order of 2. The computation of the tag-interval that encodes the data sequence in arithmetic coding is done in a parallel architecture that achieves a high speedup factor. Even with a relatively slow 50 Mhz clock our hardware engine performs more than 70 times faster than a software-based implementation in C on a CPU running on a 3 Ghz clock.\",\"PeriodicalId\":177385,\"journal\":{\"name\":\"2012 IEEE 27th Convention of Electrical and Electronics Engineers in Israel\",\"volume\":\"24 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2012-12-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2012 IEEE 27th Convention of Electrical and Electronics Engineers in Israel\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/EEEI.2012.6377120\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 IEEE 27th Convention of Electrical and Electronics Engineers in Israel","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/EEEI.2012.6377120","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
FPGA-based data compressor based on prediction by partial matching
We design and develop a data compression engine on a single FPGA chip that is used as part of a text-classification application. The implementation of the prediction by partial matching algorithm and arithmetic coding data compression is totally in hardware without any software code. Our design implements a dynamic data structure to store the symbol frequency counts up to maximal order of 2. The computation of the tag-interval that encodes the data sequence in arithmetic coding is done in a parallel architecture that achieves a high speedup factor. Even with a relatively slow 50 Mhz clock our hardware engine performs more than 70 times faster than a software-based implementation in C on a CPU running on a 3 Ghz clock.