Fast In-kernel Traffic Sketching in eBPF

Author:

Miano Sebastiano1,Chen Xiaoqi2,Basat Ran Ben3,Antichi Gianni4

Affiliation:

1. Queen Mary University of London

2. Princeton University

3. University College London

4. Politecnico di Milano and Queen Mary University of London

Abstract

The extended Berkeley Packet Filter (eBPF) is an infrastructure that allows to dynamically load and run micro-programs directly in the Linux kernel without recompiling it. In this work, we study how to develop high-performance network measurements in eBPF. We take sketches as case-study, given their ability to support a wide-range of tasks while providing low-memory footprint and accuracy guarantees. We implemented NitroSketch, the state-of-the-art sketch for user-space networking and show that best practices in user-space networking cannot be directly applied to eBPF, because of its different performance characteristics. By applying our lesson learned we improve its performance by 40% compared to a naive implementation.

Funder

European Union

EPSRC

Publisher

Association for Computing Machinery (ACM)

Subject

Computer Networks and Communications,Software

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5. Pay for a Sliding Bloom Filter and Get Counting, Distinct Elements, and Entropy for Free

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