• DocumentCode
    2149742
  • Title

    DP+IP = design of efficient backup scheduling

  • Author

    Cherkasova, Ludmila ; Zhang, Alex ; Li, Xiaozhou

  • Author_Institution
    Hewlett-Packard Labs., Palo Alto, CA, USA
  • fYear
    2010
  • fDate
    25-29 Oct. 2010
  • Firstpage
    118
  • Lastpage
    125
  • Abstract
    Many industries experience an explosion in digital content. This explosion of electronic documents, along with new regulations and document retention rules, sets new requirements for performance efficiency of traditional data protection and archival tools. During a backup session a predefined set of objects (client filesystems) should be backed up. Traditionally, no information on the expected duration and throughput requirements of different backup jobs is provided. This may lead to a suboptimal job schedule that results in the increased backup session time. In this work, we characterize each backup job via two metrics, called job duration and job throughput. These metrics are derived from collected historic information about backup jobs during previous backup sessions. Our goal is to automate the design of a backup schedule that minimizes the overall completion time for a given set of backup jobs. This problem can be formulated as a resource constrained scheduling problem where a set of n jobs should be scheduled on m machines with given capacities. We provide an integer programming (IP) formulation of this problem and use available IP-solvers for finding an optimized schedule, called binpacking schedule. Performance benefits of the new bin-packing schedule are evaluated via a broad variety of realistic experiments using backup processing data from six backup servers in HP Labs. The new bin-packing job schedule significantly optimizes the backup session time (20%-60% of backup time reduction). HP Data Protector (DP) is HP´s enterprise backup offering and it can directly benefit from the designed technique. Moreover, significantly reduced backup session times guarantee an improved resource/power usage of the overall backup solution.
  • Keywords
    back-up procedures; bin packing; integer programming; scheduling; security of data; storage management; DP+IP; HP Data Protector; IP solvers; archival tools; backup scheduling; binpacking schedule; data protection; digital content; document retention rules; electronic documents; integer programming; job duration; job throughput; resource constrained scheduling problem; Drives; IP networks; Measurement; Schedules; Scheduling; Servers; Throughput;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Network and Service Management (CNSM), 2010 International Conference on
  • Conference_Location
    Niagara Falls, ON
  • Print_ISBN
    978-1-4244-8910-7
  • Electronic_ISBN
    978-1-4244-8908-4
  • Type

    conf

  • DOI
    10.1109/CNSM.2010.5691322
  • Filename
    5691322