Dynamic Property Enforcement in Programmable Data Planes

• Published in: IEEE/ACM transactions on networking Vol. 29; no. 4; pp. 1540 - 1552
• Main Authors: Neves, Miguel, Huffaker, Bradley, Levchenko, Kirill, Barcellos, Marinho
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.08.2021; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Computer bugs; Computer languages; Electronic devices; Monitoring; Monitors; network debugging; Power consumption; programmable networks; Programmers; Programming; Programming languages; Protocols; Run time (computers); Runtime; SDN
• ISSN: 1063-6692; 1558-2566
• DOI: 10.1109/TNET.2021.3068339

Network programmers can currently deploy an arbitrary set of protocols in forwarding devices through data plane programming languages such as P4. However, as any other type of software, P4 programs are subject to bugs and misconfigurations. Network verification tools have been proposed as a means of ensuring that the network behaves as expected, but these tools frequently face severe scalability issues. In this paper, we argue for a novel approach to this problem. Rather than statically inspecting a network configuration looking for bugs, we propose to enforce networking properties at runtime. To this end, we developed P4box , a system for deploying runtime monitors in programmable data planes. P4box allows programmers to easily express a broad range of properties (both program-specific and network-wide). Moreover, we provide an automated framework based on assertions and symbolic execution for ensuring monitor correctness. Our experiments on a SmartNIC show that P4box monitors represent a small overhead to network devices in terms of latency, throughput and power consumption.