On-demand data co-allocation with user-level cache for grids

Po Cheng Chen, Jyh Biau Chang, Yen Liang Su, Ce-Kuen Shieh

Research output: Contribution to journalArticlepeer-review

3 Citations (Scopus)

Abstract

Conventional remote data access middlewares usually provide client applications with either a pre-staging scheme or an on-demand access scheme to fetch data. The pre-staging scheme uses parallel downloads to fetch a completed input file from multiple data sources, even when only a tiny file fragment is required. Such a transfer scheme consumes unnecessary data transmission time and storage space. In contrast, the on-demand scheme downloads only the required data blocks from a single data source and does not fully utilize the downstream bandwidth of the computing nodes. This paper presents a middleware called Spigot that facilitates legacy (grid-unaware) applications to transparently access remote data by using native I/O function calls. Spigot uses the on-demand concept to avoid unnecessary data transfer and adopts a co-allocation download algorithm to improve the data transfer performance. Moreover, it uses the pre-fetching strategy to reduce the data waiting time by overlapping data acquisition and data processing. It also provides the client application with its own user-level cache, which is advantageous since a larger cache space is available in comparison with the kernel-level cache. Further, it is easy to maintain data consistency between Spigot nodes. The experimental results indicate that Spigot achieves superior performance in reducing the data waiting time than the pre-staging and the on-demand access schemes.

Original languageEnglish
Pages (from-to)2488-2513
Number of pages26
JournalConcurrency Computation Practice and Experience
Volume22
Issue number18
DOIs
Publication statusPublished - 2010 Dec 25

All Science Journal Classification (ASJC) codes

  • Software
  • Theoretical Computer Science
  • Computer Science Applications
  • Computer Networks and Communications
  • Computational Theory and Mathematics

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