Qinzhe Wu, J. Beard, Ashen Ekanayake, A. Gerstlauer, L. John
{"title":"Virtual-Link: A Scalable Multi-Producer Multi-Consumer Message Queue Architecture for Cross-Core Communication","authors":"Qinzhe Wu, J. Beard, Ashen Ekanayake, A. Gerstlauer, L. John","doi":"10.1109/IPDPS49936.2021.00027","DOIUrl":null,"url":null,"abstract":"Cross-core communication is increasingly a bottleneck as the number of processing elements increase per systemon-chip. Typical hardware solutions to cross-core communication are often inflexible; while software solutions are flexible, they have performance scaling limitations. A key problem, as we will show, is that of shared state in software-based message queue mechanisms. This paper proposes Virtual-Link (VL), a novel light-weight communication mechanism with hardware support to facilitate M:N lock-free data movement. VL reduces the amount of coherent shared state, which is a bottleneck for many approaches, to zero. VL provides further latency benefit by keeping data on the fast path (i.e., within the onchip interconnect). VL enables directed cache-injection (stashing) between PEs on the coherence bus, reducing the latency for coreto-core communication. VL is particularly effective for fine-grain tasks on streaming data. Evaluation on a full system simulator with 7 benchmarks shows that VL achieves a $2.09\\times$ speedup over state-of-the-art software-based communication mechanisms, while reducing memory traffic by 61%.","PeriodicalId":372234,"journal":{"name":"2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IPDPS49936.2021.00027","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3
Abstract
Cross-core communication is increasingly a bottleneck as the number of processing elements increase per systemon-chip. Typical hardware solutions to cross-core communication are often inflexible; while software solutions are flexible, they have performance scaling limitations. A key problem, as we will show, is that of shared state in software-based message queue mechanisms. This paper proposes Virtual-Link (VL), a novel light-weight communication mechanism with hardware support to facilitate M:N lock-free data movement. VL reduces the amount of coherent shared state, which is a bottleneck for many approaches, to zero. VL provides further latency benefit by keeping data on the fast path (i.e., within the onchip interconnect). VL enables directed cache-injection (stashing) between PEs on the coherence bus, reducing the latency for coreto-core communication. VL is particularly effective for fine-grain tasks on streaming data. Evaluation on a full system simulator with 7 benchmarks shows that VL achieves a $2.09\times$ speedup over state-of-the-art software-based communication mechanisms, while reducing memory traffic by 61%.