MIRAGE: storage provisioning in large data centers using balanced component utilizations

  • Authors:
  • Karan Gupta;Prasenjit Sarkar;Lesley Mbogo

  • Affiliations:
  • IBM Research, San Jose, Ca;IBM Research, San Jose, Ca;IBM Research, San Jose, Ca

  • Venue:
  • ACM SIGOPS Operating Systems Review
  • Year:
  • 2008

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Abstract

This paper presents MIRAGE, an architecture for data center storage provisioning that takes the approach of maintaining storage services for applications by ensuring well-balanced utilizations in all internal components of the storage infrastructure. We implemented MIRAGE on our local storage infrastructure and observed the sensitivity of the MIRAGE load-balancing algorithm to a combination of performance and heterogeneity skews. We also evaluated MIRAGE by deploying it on a financial data center. We reduced the service times of resource-constrained storage pools by an average of 68%.