Designing low-diameter interconnection networks with multi-ported host-switch graphs

Ryota Yasudo, Koji Nakano, Michihiro Koibuchi, Hiroki Matsutani, Hideharu Amano

研究成果: Article査読

1 被引用数 (Scopus)

抄録

A host-switch graph was originally proposed as a graph that represents a network topology of a computer systems with 1-port host computers and (Formula presented.) -port switches. It has been studied from both theoretical and practical aspects in terms of the diameter, the average shortest path length, and the performance of real applications. In recent high-performance computing systems, however, a host computer is connected to multiple switches by using InfiniBand, NVSwitch, or Omni-Path, and consequently they provide high bandwidths. Since a host-switch graph cannot represent such systems, this article extends a host-switch graph so that it can represent such systems. As a result, a host-switch graph can include multi-ported hosts. Furthermore, we propose to use multi-port hosts for reducing the diameter. We show that the diameter minimization is equivalent to solving the degree diameter problem for bipartite graphs of diameter three. Our experimental results show that we can drastically reduce the diameter as well as increasing the bandwidth and improves performance of MPI applications by up to 162% as compared with networks with single-ported hosts.

本文言語English
ジャーナルConcurrency Computation Practice and Experience
DOI
出版ステータスAccepted/In press - 2020

ASJC Scopus subject areas

  • ソフトウェア
  • 理論的コンピュータサイエンス
  • コンピュータ サイエンスの応用
  • コンピュータ ネットワークおよび通信
  • 計算理論と計算数学

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