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Improving the Coding Speed of Erasure Codes with Polynomial Ring Transforms

Detchart, Jonathan and Lacan, Jérôme Improving the Coding Speed of Erasure Codes with Polynomial Ring Transforms. (2018) In: GLOBECOM 2017 - 2017 IEEE Global Communications Conference, 4 December 2017 - 8 December 2017 (Singapour, Singapore).

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Official URL: https://doi.org/10.1109/GLOCOM.2017.8255009

Abstract

Erasure codes are widely used in today’s storage systems to cope with failures. Most of them use the finite field arithmetic. In this paper, we propose an implementation and a coding speed evaluation of an original method called PYRIT (PolYnomial RIng Transform) to perform operations between elements of a finite field into a bigger ring by using fast transforms between these two structures. Working in such a ring is much easier than working in a finite field. Firstly, it reduces the coding complexity by design. Secondly, it allows simple but efficient xor-based implementations by unrolling the operations thanks to the properties of the ring structure. We evaluate this proposition for Maximum Distance Separable erasure codes and we show that our method has better performances than common codes. Compared to the best known implementations, the coding speeds are increased by a factor varying from 1.5 to 2.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to the IEEE (Institute of Electrical and Electronics Engineers). This paper is available at : https://ieeexplore.ieee.org/document/8255009 “© 2018 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
HAL Id:hal-01904733
Audience (conference):International conference proceedings
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Institution:Université de Toulouse > Institut Supérieur de l'Aéronautique et de l'Espace - ISAE-SUPAERO (FRANCE)
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Deposited By: Jérôme Lacan
Deposited On:25 Oct 2018 09:02

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