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Fault-tolerant strassen-like matrix multiplication

Access

info:eu-repo/semantics/closedAccess

Date

2020

Author

Güney, Osman B.
Oblokulov, Muhtasham
Arslan, Şuayb Şefik

Metadata

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Citation

Guney, O. B., Oblokulov, M., & Arslan, S. S., (OCT 05-07, 2020) 28th Signal Processing and Communications Applications Conference (SIU). (October 05, 2020). Fault-Tolerant Strassen-Like Matrix Multiplication. 1-4.

Abstract

In this study, we propose a simple method for fault-tolerant Strassen-like matrix multiplications. The proposed method is based on using two distinct Strassen-like algorithms instead of replicating a given one. We have realized that using two different algorithms, new check relations arise resulting in more local computations. These local computations are found using computer aided search. To improve performance, special parity (extra) sub-matrix multiplications (PSMMs) are generated (two of them) at the expense of increasing communication/computation cost of the system. Our preliminary results demonstrate that the proposed method outperforms a Strassen-like algorithm with two copies and secures a very close performance to three copy version using only 2 PSMMs, reducing the total number of compute nodes by around 24% i.e., from 21 to 16.

URI

https://hdl.handle.net/20.500.11779/1513

Collections

  • Araştırma Çıktıları, WOS İndeksli Yayınlar Koleksiyonu [482]
  • MF, BM, Bildiri ve Sunum Koleksiyonu [46]



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