PSRA-HGADMM: A Communication Efficient Distributed ADMM Algorithm

Author:

Qiu Yongwen1ORCID,Lei Yongmei1ORCID,Wang Guozheng1ORCID

Affiliation:

1. School of Computer Engineering and Science, Shanghai University, China

Funder

The National Natural Foundation of China

Publisher

ACM

Reference25 articles.

1. Dario Amodei , Sundaram Ananthanarayanan , Rishita Anubhai , Jingliang Bai , Eric Battenberg , Carl Case , Jared Casper , Bryan Catanzaro , Qiang Cheng , Guoliang Chen , 2016 . Deep speech 2: End-to-end speech recognition in english and mandarin . In International conference on machine learning. PMLR, 173–182 . Dario Amodei, Sundaram Ananthanarayanan, Rishita Anubhai, Jingliang Bai, Eric Battenberg, Carl Case, Jared Casper, Bryan Catanzaro, Qiang Cheng, Guoliang Chen, 2016. Deep speech 2: End-to-end speech recognition in english and mandarin. In International conference on machine learning. PMLR, 173–182.

2. Stephen Boyd , Neal Parikh , Eric Chu , Borja Peleato , Jonathan Eckstein , 2011. Distributed optimization and statistical learning via the alternating direction method of multipliers. Foundations and Trends® in Machine learning 3, 1 ( 2011 ), 1–122. Stephen Boyd, Neal Parikh, Eric Chu, Borja Peleato, Jonathan Eckstein, 2011. Distributed optimization and statistical learning via the alternating direction method of multipliers. Foundations and Trends® in Machine learning 3, 1 (2011), 1–122.

3. GADMM: Fast and communication efficient framework for distributed machine learning.J;Elgabli Anis;Mach. Learn. Res.,2020

4. Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning

5. William Gropp , William  D Gropp , Ewing Lusk , Anthony Skjellum , and Argonne Distinguished Fellow Emeritus Ewing Lusk . 1999. Using MPI: portable parallel programming with the message-passing interface. Vol. 1 . MIT press . William Gropp, William D Gropp, Ewing Lusk, Anthony Skjellum, and Argonne Distinguished Fellow Emeritus Ewing Lusk. 1999. Using MPI: portable parallel programming with the message-passing interface. Vol. 1. MIT press.

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