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QoS aware storage cache management in multi-server environments

Published: 12 February 2011 Publication History

Abstract

In this paper, we propose a novel two-step approach to the management of the storage caches to provide predictable performance in multi-server storage architectures: (1) An adaptive QoS decomposition and optimization step uses max-flow algorithm to determine the best decomposition of application-level QoS to sub-QoSs such that the application performance is optimized, and (2) A storage cache allocation step uses feedback control theory to allocate shared storage cache space such that the specified QoSs are satisfied throughout the execution.

References

[1]
A. Ching. Evaluating I/O characteristics and methods for storing structured scientific data. In IPDPS, 2006.
[2]
P. Goyal et al. Cachecow: Providing QoS for storage system caches. In SIGMETRICS, 2003.
[3]
A. N. Laboratories. Parallel I/O benchmarking consortium. http://www.mcs.anl.gov/research/projects/pio-benchmark/.
[4]
H. Shan et al. Using IOR to analyze the I/O performance for HPC platforms. In Technical Report, National Energy Research Scientific Computing Center (NERSC), Computational Research Division, Lawrence Berkeley National Laboratory, 2003.
[5]
S. Uttamchandani et al. Polus: Growing storage QoS management beyond a "4-year old kid". In FAST, 2004.
[6]
P.Wong and R. F. V.Wijngaart. NAS parallel benchmarks I/O version 2.4. NASA Technical Report, 2003.

Cited By

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  • (2014)ReMAP: Reuse and memory access cost aware eviction policy for last level cache management2014 IEEE 32nd International Conference on Computer Design (ICCD)10.1109/ICCD.2014.6974670(110-117)Online publication date: Oct-2014

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Published In

cover image ACM Conferences
PPoPP '11: Proceedings of the 16th ACM symposium on Principles and practice of parallel programming
February 2011
326 pages
ISBN:9781450301190
DOI:10.1145/1941553
  • General Chair:
  • Calin Cascaval,
  • Program Chair:
  • Pen-Chung Yew
  • cover image ACM SIGPLAN Notices
    ACM SIGPLAN Notices  Volume 46, Issue 8
    PPoPP '11
    August 2011
    300 pages
    ISSN:0362-1340
    EISSN:1558-1160
    DOI:10.1145/2038037
    Issue’s Table of Contents

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 12 February 2011

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Author Tags

  1. i/o performance
  2. multi-server
  3. qos
  4. storage cache

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Overall Acceptance Rate 230 of 1,014 submissions, 23%

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Cited By

View all
  • (2014)ReMAP: Reuse and memory access cost aware eviction policy for last level cache management2014 IEEE 32nd International Conference on Computer Design (ICCD)10.1109/ICCD.2014.6974670(110-117)Online publication date: Oct-2014

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