基于 P4 的可编程数据平面中的信息敏感带内网络遥测技术

IF 3 3区 计算机科学 Q2 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE IEEE/ACM Transactions on Networking Pub Date : 2024-08-28 DOI:10.1109/TNET.2024.3448244
Zichen Xu;Ziye Lu;Zuqing Zhu
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Information-Sensitive In-Band Network Telemetry in P4-Based Programmable Data Plane
With the development of programmable data plane (PDP), in-band network telemetry (INT) has become a promising network monitoring technique to visualize network operations in a fine-grained and real-time way. In this work, to better balance the tradeoff between INT overheads and monitoring accuracy, we design and optimize an information-sensitive INT system (namely, P4InfoSen-INT), which makes each PDP switch decide locally whether and what type(s) of telemetry data should be inserted in a packet based on the “information content” of the data, and implement it in P4-based PDP switches. We first realize the basic principle of P4InfoSen-INT with P4 programs. Then, we propose algorithms to estimate the information content of telemetry data accurately in a dynamic network and optimize the tradeoff between INT overheads and monitoring accuracy. Finally, we further optimize the implementation of P4InfoSen-INT by proposing table merging to reduce stage occupation in each switch. Experimental results verify that our proposed P4InfoSen-INT can balance the tradeoff between INT overheads and monitoring accuracy better than existing benchmarks.
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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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