Toward Full-Coverage and Low-Overhead Profiling of Network-Stack Latency

IF 3 3区 计算机科学 Q2 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE IEEE/ACM Transactions on Networking Pub Date : 2024-07-03 DOI:10.1109/TNET.2024.3421327
Xiang Chen;Hongyan Liu;Wenbin Zhang;Qun Huang;Dong Zhang;Haifeng Zhou;Xuan Liu;Chunming Wu
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Abstract

In modern data center networks (DCNs), network-stack processing denotes a large portion of the end-to-end latency of TCP flows. So profiling network-stack latency anomalies has been considered as a crucial part in DCN performance diagnosis and troubleshooting. In particular, such profiling requires full coverage (i.e., profiling every TCP packet) and low overhead (i.e., profiling should avoid high CPU consumption in end-hosts). However, existing solutions rely on system calls or tracepoints in end-hosts to implement network-stack latency profiling, leading to either low coverage or high overhead. We propose Torp, a framework that offers full-coverage and low-overhead profiling of network-stack latency. Our key idea is to offload as much of the profiling from costly system calls or tracepoints to the Torp agent built on eBPF modules, and further to include a Torp handler on the ToR switch to accelerate the remaining profiling operations. Torp efficiently coordinates the ToR switch and the Torp agent on end-hosts to jointly execute the entire latency profiling task. We have implemented Torp on $32\times 100$ Gbps Tofino switches. Testbed experiments indicate that Torp achieves full coverage and orders of magnitude lower host-side overhead compared to other solutions.
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实现网络堆栈延迟的全覆盖和低开销剖析
在现代数据中心网络(DCN)中,网络堆栈处理占 TCP 流量端到端延迟的很大一部分。因此,剖析网络堆栈延迟异常已被视为 DCN 性能诊断和故障排除的关键部分。特别是,这种剖析要求全面覆盖(即剖析每个 TCP 数据包)和低开销(即剖析应避免终端主机的高 CPU 消耗)。然而,现有的解决方案依赖于终端主机中的系统调用或跟踪点来实现网络堆栈延迟剖析,导致覆盖率低或开销大。我们提出了 Torp 框架,它能提供全覆盖、低开销的网络栈延迟剖析。我们的主要想法是将大部分剖析工作从昂贵的系统调用或跟踪点卸载到基于 eBPF 模块的 Torp 代理,并进一步在 ToR 交换机上加入 Torp 处理程序,以加速剩余的剖析操作。Torp 能有效协调 ToR 交换机和终端主机上的 Torp 代理,共同执行整个延迟剖析任务。我们已经在 32/times 100$ Gbps 的 Tofino 交换机上实现了 Torp。试验台实验表明,与其他解决方案相比,Torp 实现了全面覆盖,并且主机端开销低了几个数量级。
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来源期刊
IEEE/ACM Transactions on Networking
IEEE/ACM Transactions on Networking 工程技术-电信学
CiteScore
8.20
自引率
5.40%
发文量
246
审稿时长
4-8 weeks
期刊介绍: The IEEE/ACM Transactions on Networking’s high-level objective is to publish high-quality, original research results derived from theoretical or experimental exploration of the area of communication/computer networking, covering all sorts of information transport networks over all sorts of physical layer technologies, both wireline (all kinds of guided media: e.g., copper, optical) and wireless (e.g., radio-frequency, acoustic (e.g., underwater), infra-red), or hybrids of these. The journal welcomes applied contributions reporting on novel experiences and experiments with actual systems.
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