A Distributed-Processing System for Accelerating Biological Research Using Data-Staging

DOI Web Site 参考文献12件
  • Kido Yoshiyuki
    Graduate School of Information Science and Technology, Osaka University
  • Seno Shigeto
    Graduate School of Information Science and Technology, Osaka University
  • Date Susumu
    Graduate School of Information Science and Technology, Osaka University
  • Takenaka Yoichi
    Graduate School of Information Science and Technology, Osaka University
  • Matsuda Hideo
    Graduate School of Information Science and Technology, Osaka University

抄録

The number of biological databases has been increasing rapidly as a result of progress in biotechnology. As the amount and heterogeneity of biological data increase, it becomes more difficult to manage the data in a few centralized databases. Moreover, the number of sites storing these databases is getting larger, and the geographic distribution of these databases has become wider. In addition, biological research tends to require a large amount of computational resources, i.e., a large number of computing nodes. As such, the computational demand has been increasing with the rapid progress of biological research. Thus, the development of methods that enable computing nodes to use such widely-distributed database sites effectively is desired. In this paper, we propose a method for providing data from the database sites to computing nodes. Since it is difficult to decide which program runs on a node and which data are requested as their inputs in advance, we have introduced the notion of “data-staging” in the proposed method. Data-staging dynamically searches for the input data from the database sites and transfers the input data to the node where the program runs. We have developed a prototype system with data-staging using grid middleware. The effectiveness of the prototype system is demonstrated by measurement of the execution time of similarity search of several-hundred gene sequences against 527 prokaryotic genome data.

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