Towards Energy Efficient Memristor-based TCAM for Match-Action Processing

Saad Saleh*, Anouk Goossens, Tamalika Banerjee, Boris Koldehofe

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

3 Citations (Scopus)
104 Downloads (Pure)

Abstract

Match-action processors play a crucial role of communicating end-users in the Internet by computing network paths and enforcing administrator policies. The computation process uses a specialized memory called Ternary Content Addressable Memory (TCAM) to store processing rules and use header information of network packets to perform a match within a single clock cycle. Currently, TCAM memories consume huge amounts of energy resources due to the use of traditional transistor-based CMOS technology. In this article, we motivate the use of a novel component, the memristor, for the development of a TCAM architecture. Memristors can provide energy efficiency, non-volatility, and better resource density as compared to transistors. We have proposed a novel memristor-based TCAM architecture built upon the voltage divider principle for energy efficient match-action processing. Moreover, we have tested the performance of the memristor-based TCAM architecture using the experimental data of a novel Nb-doped SrTiO3 memristor. Energy analysis of the proposed TCAM architecture for given memristor shows promising power consumption statistics of 16 μW for a match operation and 1 μW for a mismatch operation.
Original languageEnglish
Title of host publicationProceedings of the 13th International Green and Sustainable Computing Conference (IGSC 2022)
PublisherIEEE
Pages1-4
Number of pages4
ISBN (Electronic)978-1-6654-6550-2
ISBN (Print)978-1-6654-6551-9
DOIs
Publication statusPublished - 12-Dec-2022
EventIGSC 2022 (The 13th International Green and Sustainable Computing Conference) - Live virtual conference
Duration: 24-Oct-202225-Oct-2022

Conference

ConferenceIGSC 2022 (The 13th International Green and Sustainable Computing Conference)
Period24/10/202225/10/2022

Keywords

  • Memristor
  • TCAM
  • Match-Action processing

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