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Efficient Bloom filter for network protocols using AES instruction set

  • Inspur Electronic Information Industry Co. Ltd
  • Beihang University

Research output: Contribution to journalArticlepeer-review

Abstract

The Internet continues to flourish, while an increasing number of network applications are found deploying Bloom filters. However, the heterogeneity of the Bloom filter realisations complicates the utilisation of relevant applications. Moreover, when applying Bloom filter to traffic that usually has a gigabit capacity, even insignificant delays will accumulate and restrict the effectiveness of the real-time protocols. In this study, the authors present a Bloom filter construction that can be easily and consistently adopted at network nodes, with also considerable processing speed. Specifically, the authors show that AES-based hashes are adequate to create Bloom filters correctly. Then they illustrate how AES new instructions (AES-NI) can be leveraged to accelerate the Bloom filter realisation. According to the authors' experimental results, the proposed Bloom filter enables the best speed performance compared to the competing approaches.

Original languageEnglish
Pages (from-to)1815-1821
Number of pages7
JournalIET Communications
Volume11
Issue number11
DOIs
StatePublished - 3 Aug 2017

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