Dynamic Power-Aware Disk Storage Management in Database Servers

نویسندگان

  • Peyman Behzadnia
  • Wei Yuan
  • Bo Zeng
  • Yi-Cheng Tu
  • Xiaorui Wang
چکیده

Energy consumption has become a first-class optimization goal in design and implementation of data-intensive computing systems. This is partic‐ ularly true in the design of database management system (DBMS), which was found to be the major consumer of energy in the software stack of modern data centers. Among all database components, the storage system is the most powerhungry element. In this paper, we present our research on designing a poweraware data storage system. To tackle the limitations of the previous work, we introduce a DPM optimization model to minimize power consumption of the diskbased storage system while satisfying given performance requirements. It dynam‐ ically determines the state of disks and plans for inter-disk fragment migration to achieve desirable balance between power consumption and query response time. We evaluate our proposed idea by running simulations using several synthetic workloads based on popular TPC benchmarks.

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تاریخ انتشار 2016