{"title":"A New PIS Accelerator for Text Searching","authors":"Yunxin Huang, Aiguo Song, Yafei Yang","doi":"10.1109/nas51552.2021.9605387","DOIUrl":null,"url":null,"abstract":"We propose a new design of a hardware accelerator for processing regular expression to speedup text search inside SSD storage (Processing in Storage: PIS). The unique features include parallel processing of 32 streams to quickly identify the first matched character under scan mode and match four characters concurrently under matching mode. In addition, we present a new approach of combining forward and backward scan to accomplish the first character search efficiently. Our experimental results show that the new parallel algorithm reduces the depth of logic circuit and the hybrid architecture performs as well as the Linux Grep algorithm does.","PeriodicalId":135930,"journal":{"name":"2021 IEEE International Conference on Networking, Architecture and Storage (NAS)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE International Conference on Networking, Architecture and Storage (NAS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/nas51552.2021.9605387","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
We propose a new design of a hardware accelerator for processing regular expression to speedup text search inside SSD storage (Processing in Storage: PIS). The unique features include parallel processing of 32 streams to quickly identify the first matched character under scan mode and match four characters concurrently under matching mode. In addition, we present a new approach of combining forward and backward scan to accomplish the first character search efficiently. Our experimental results show that the new parallel algorithm reduces the depth of logic circuit and the hybrid architecture performs as well as the Linux Grep algorithm does.
本文提出了一种用于处理正则表达式的硬件加速器的新设计,以加速SSD存储中的文本搜索(processing in storage: PIS)。独特的特点包括并行处理32个流,在扫描模式下快速识别第一个匹配字符,在匹配模式下同时匹配四个字符。此外,我们还提出了一种将前向扫描和后向扫描相结合的新方法来高效地完成首字符搜索。实验结果表明,新的并行算法减少了逻辑电路的深度,并且混合架构的性能与Linux Grep算法相当。