Automatic Repair for Network Programs

Author:

Shi Lei,Wang Yuepeng,Alur Rajeev,Loo Boon Thau

Abstract

AbstractDebugging imperative network programs is a difficult task for operators as it requires understanding various network modules and complicated data structures. For this purpose, this paper presents an automated technique for repairing network programs with respect to unit tests. Given as input a faulty network program and a set of unit tests, our approach localizes the fault through symbolic reasoning, and synthesizes a patch ensuring that the repaired program passes all unit tests. It applies domain-specific abstraction to simplify network data structures and exploits function summary reuse for modular symbolic analysis. We have implemented the proposed techniques in a tool calledNetRepand evaluated it on 10 benchmarks adapted from real-world software-defined network controllers. The evaluation results demonstrate the effectiveness and efficiency ofNetRepfor repairing network programs.

Publisher

Springer International Publishing

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