• Title/Summary/Keyword: cluster compuring

Search Result 1, Processing Time 0.016 seconds

Efficient Data Pre-fetching Scheme for InfiniBand based High Performance Clusters (인피니밴드 기반 고성능 클러스터를 위한 효율적인 데이터 선반입 기법)

  • Kim, Bongjae;Jung, Jinman;Min, Hong;Heo, Junyoung;Jung, Hyedong
    • KIISE Transactions on Computing Practices
    • /
    • v.23 no.5
    • /
    • pp.293-298
    • /
    • 2017
  • Recently, much research has been devoted to implementing and provisioning high-performance computing environment using clusters with multiple computers and high-performance networking technologies. In-memory based Key-Value stores, such as Redis or Memcached, are widely used in high performance cluster environments to improve the data processing performance. We can distribute data at different storage nodes, and each computing node can access it at a high speed using these In-memory based Key-Value stores. InfiniBand is a de-facto technology that is widely used to interconnect each node of a cluster. In this paper, we propose a new data pre-fetching scheme for Key-Value store based on high performance clusters to improve the performance. The proposed scheme utilizes the data transfer characteristics of InfiniBand. The results of the simulation show that the proposed scheme can reduce the data transfer time by up to about 28%.