SHINE: A Novel SHA-3 Implementation Using ReRAM-based In-Memory Computing

Karthikeyan Nagarajan, Sina Sayyah Ensan, Mohammad Nasim Imtiaz Khan, Swaroop Ghosh, Anupam Chattopadhyay

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Abstract

In memory-computing (IMC) architectures provide a much needed solution to energy-efficiency barriers posed by Von-Neumann computing due to movement of data between the processor and the memory. Emerging non-volatile memories (NVM) such as Resistive RAM (ReRAM) implemented in a crossbar array are promising substrates to realize IMC due to excellent High Resistance State (HRS) to Low Resistance State (LRS) ratios and high-densities. Hardware security primitives such as SHA-3 require heavy data traffic between processing elements and memory. Therefore, they can be benefited substantially by in-memory acceleration. We propose SHINE, a high performance and area efficient hardware implementation of the Keccak function that forms the core of SHA-3 by exploiting ReRAM-based IMC. SHINE implements various functions in a Sum of Product (SOP) form in the crossbar array architecture. Simulation results show that it cuts down energy by ∼90.5% and increases throughput by 1.5X to 2.8X as compared to conventional CMOS based implementations such as [1] and [2].

Original languageEnglish (US)
Title of host publicationInternational Symposium on Low Power Electronics and Design, ISLPED 2019
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781728129549
DOIs
StatePublished - Jul 2019
Event2019 IEEE/ACM International Symposium on Low Power Electronics and Design, ISLPED 2019 - Lausanne, Switzerland
Duration: Jul 29 2019Jul 31 2019

Publication series

NameProceedings of the International Symposium on Low Power Electronics and Design
Volume2019-July
ISSN (Print)1533-4678

Conference

Conference2019 IEEE/ACM International Symposium on Low Power Electronics and Design, ISLPED 2019
CountrySwitzerland
CityLausanne
Period7/29/197/31/19

All Science Journal Classification (ASJC) codes

  • Engineering(all)

Fingerprint Dive into the research topics of 'SHINE: A Novel SHA-3 Implementation Using ReRAM-based In-Memory Computing'. Together they form a unique fingerprint.

  • Cite this

    Nagarajan, K., Ensan, S. S., Nasim Imtiaz Khan, M., Ghosh, S., & Chattopadhyay, A. (2019). SHINE: A Novel SHA-3 Implementation Using ReRAM-based In-Memory Computing. In International Symposium on Low Power Electronics and Design, ISLPED 2019 [8824979] (Proceedings of the International Symposium on Low Power Electronics and Design; Vol. 2019-July). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ISLPED.2019.8824979