Power and energy efficient routing for Mach-Zehnder interferometer based photonic switches

Markos Kynigos, J. A. Pascual, J. Navaridas, J. Goodacre, M. Luján
{"title":"Power and energy efficient routing for Mach-Zehnder interferometer based photonic switches","authors":"Markos Kynigos, J. A. Pascual, J. Navaridas, J. Goodacre, M. Luján","doi":"10.1145/3447818.3460363","DOIUrl":null,"url":null,"abstract":"Silicon Photonic top-of-rack (ToR) switches are highly desirable for the datacenter (DC) and high-performance computing (HPC) domains for their potential high-bandwidth and energy efficiency. Recently, photonic Beneš switching fabrics based on Mach-Zehnder Interferometers (MZIs) have been proposed as a promising candidate for the internals of high-performance switches. However, state-of-the-art routing algorithms that control these switching fabrics are either computationally complex or unable to provide non-blocking, energy efficient routing permutations.To address this, we propose for the first time a combination of energy efficient routing algorithms and time-division multiplexing (TDM). We evaluate this approach by conducting a simulation-based performance evaluation of a 16x16 Beneš fabric, deployed as a ToR switch, when handling a set of 8 representative workloads from the DC and HPC domains. Our results show that state-of-the-art approaches (circuit switched energy efficient routing algorithms) introduce up to 23% contention in the switching fabric for some workloads, thereby increasing communication time. We show that augmenting the algorithms with TDM can ameliorate switch fabric contention by segmenting communication data and gracefully interleaving the segments, thus reducing communication time by up to 20% in the best case. We also discuss the impact of the TDM segment size, finding that although a 10KB segment size is the most beneficial in reducing communication time, a 100KB segment size offers similar performance while requiring a less stringent path-computation time window. Finally, we assess the impact of TDM on path-dependent insertion loss and switching energy consumption, finding it to be minimal in all cases.","PeriodicalId":73273,"journal":{"name":"ICS ... : proceedings of the ... ACM International Conference on Supercomputing. International Conference on Supercomputing","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2021-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ICS ... : proceedings of the ... ACM International Conference on Supercomputing. International Conference on Supercomputing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3447818.3460363","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

Silicon Photonic top-of-rack (ToR) switches are highly desirable for the datacenter (DC) and high-performance computing (HPC) domains for their potential high-bandwidth and energy efficiency. Recently, photonic Beneš switching fabrics based on Mach-Zehnder Interferometers (MZIs) have been proposed as a promising candidate for the internals of high-performance switches. However, state-of-the-art routing algorithms that control these switching fabrics are either computationally complex or unable to provide non-blocking, energy efficient routing permutations.To address this, we propose for the first time a combination of energy efficient routing algorithms and time-division multiplexing (TDM). We evaluate this approach by conducting a simulation-based performance evaluation of a 16x16 Beneš fabric, deployed as a ToR switch, when handling a set of 8 representative workloads from the DC and HPC domains. Our results show that state-of-the-art approaches (circuit switched energy efficient routing algorithms) introduce up to 23% contention in the switching fabric for some workloads, thereby increasing communication time. We show that augmenting the algorithms with TDM can ameliorate switch fabric contention by segmenting communication data and gracefully interleaving the segments, thus reducing communication time by up to 20% in the best case. We also discuss the impact of the TDM segment size, finding that although a 10KB segment size is the most beneficial in reducing communication time, a 100KB segment size offers similar performance while requiring a less stringent path-computation time window. Finally, we assess the impact of TDM on path-dependent insertion loss and switching energy consumption, finding it to be minimal in all cases.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
基于Mach-Zehnder干涉仪的光子开关的功率和能量高效路由
硅光子架顶式(ToR)交换机因其潜在的高带宽和高能效,在数据中心(DC)和高性能计算(HPC)领域非常受欢迎。近年来,基于Mach-Zehnder干涉仪(MZIs)的光子benei开关织物被认为是高性能开关内部的一个有前途的候选材料。然而,控制这些交换结构的最先进的路由算法要么计算复杂,要么无法提供无阻塞、节能的路由排列。为了解决这个问题,我们首次提出了节能路由算法和时分多路复用(TDM)的组合。在处理来自DC和HPC域的8个代表性工作负载时,我们通过对作为ToR交换机部署的16x16 Beneš fabric进行基于模拟的性能评估来评估这种方法。我们的研究结果表明,最先进的方法(电路交换节能路由算法)在某些工作负载的交换结构中引入了高达23%的争用,从而增加了通信时间。我们表明,通过对通信数据进行分段和优雅地交错,在TDM中增强算法可以改善交换结构争用,从而在最佳情况下将通信时间减少多达20%。我们还讨论了TDM段大小的影响,发现尽管10KB的段大小对减少通信时间最有利,但100KB的段大小提供了类似的性能,同时需要不那么严格的路径计算时间窗口。最后,我们评估时分复用对路径相关的插入损耗和开关能耗的影响,发现它在所有情况下都是最小的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Accelerating BWA-MEM Read Mapping on GPUs. Dynamic Memory Management in Massively Parallel Systems: A Case on GPUs. Priority Algorithms with Advice for Disjoint Path Allocation Problems From Data of Internet of Things to Domain Knowledge: A Case Study of Exploration in Smart Agriculture On Two Variants of Induced Matchings
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1