11 citations · 20 across the 9 of their papers we have counts for
4 papers · 1 filter
Improved Computation-Communication Trade-Off for Coded Distributed Computing using Linear Dependence of Intermediate Values
Shunsuke Horii
In large scale distributed computing systems, communication overhead is one of the major bottlenecks. In the map-shuffle-reduce framework, which is one of the major distributed com…
Proceedings of the 11th Asia-Europe Workshop on Concepts in Information Theory
A. J. Han Vinck, Kees A. Schouhamer Immink, Tadashi Wadayama +24
This year, 2019 we celebrate 30 years of our friendship between Asian and European scientists at the AEW11 in Rotterdam, the Netherlands. Many of the 1989 participants are also pre…
Distributed Stochastic Gradient Descent Using LDGM Codes
Shunsuke Horii, Takahiro Yoshida, Manabu Kobayashi +1
We consider a distributed learning problem in which the computation is carried out on a system consisting of a master node and multiple worker nodes. In such systems, the existence…
Linear Programming Decoding of Binary Linear Codes for Symbol-Pair Read Channels
Shunsuke Horii, Toshiyasu Matsushima, Shigeichi Hirasawa
In this paper, we develop a new decoding algorithm of a binary linear codes for symbol-pair read channels. Symbol-pair read channel has recently been introduced by Cassuto and Blau…