Competitive distributed file allocation

  • Authors:
  • Baruch Awerbuch;Yair Bartal;Amos Fiat

  • Affiliations:
  • Laboratory for Computer Science, MIT, Cambridge, MA;Department of Computer Science, Tel-Aviv University, Tel-Aviv 69978, Israel;Department of Computer Science, School of Mathematics, Tel-Aviv University, Tel-Aviv 69978, Israel

  • Venue:
  • Information and Computation
  • Year:
  • 2003

Quantified Score

Hi-index 0.00

Visualization

Abstract

This paper deals with the file allocation problem [6] concerning the dynamic optimization of communication costs to access data in a distributed environment. We develop a dynamic file re-allocation strategy that adapts on-line to a sequence of read and write requests whose location and relative frequencies are completely unpredictable. This is achieved by replicating the file in response to read requests and migrating the file in response to write requests while paying the associated communications costs, so as to be closer to processors that access it frequently. We develop first explicit deterministic on-line strategy assuming existence of global information about the state of the network; previous (deterministic) solutions were complicated and more expensive. Our solution has (optimal) logarithmic competitive ratio. The paper also contains the first explicit deterministic data migration [7] algorithm achieving the best known competitive ratio for this problem. Using somewhat different technique, we also develop the first deterministic distributed file allocation algorithm (using only local information) with poly-logarithmic competitive ratio against a globally optimized optimal prescient strategy.