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Volumn , Issue , 2008, Pages

Managing power consumption and performance of computing systems using reinforcement learning

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTING POWER; FIRMWARE; GREEN COMPUTING; HTTP; MIDDLEWARE; POWER MANAGEMENT; REINFORCEMENT LEARNING; TESTBEDS;

EID: 85162032534     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (94)

References (18)
  • 1
    • 85158005713 scopus 로고    scopus 로고
    • An application of reinforcement learning to aerobatic helicopter flight
    • P. Abbeel, A. Coates, M. Quigley, and A. Y. Ng. An application of reinforcement learning to aerobatic helicopter flight. In Proc. of NIPS-06, 2006.
    • (2006) Proc. of NIPS-06
    • Abbeel, P.1    Coates, A.2    Quigley, M.3    Ng, A.Y.4
  • 2
    • 31844444663 scopus 로고    scopus 로고
    • Exploration and apprenticeship learning in reinforcement learning
    • P. Abbeel and A. Y. Ng. Exploration and apprenticeship learning in reinforcement learning. In Proc. of ICML-05, 2005.
    • (2005) Proc. of ICML-05
    • Abbeel, P.1    Ng, A.Y.2
  • 3
    • 85162052824 scopus 로고    scopus 로고
    • Learning near-optimal policies with bellman-residual minimization based fitted policy iteration and a single sample path
    • A. Antos, C. Szepesvari, and R. Munos. Learning near-optimal policies with bellman-residual minimization based fitted policy iteration and a single sample path. In Proc. of COLT-06, 2006.
    • (2006) Proc. of COLT-06
    • Antos, A.1    Szepesvari, C.2    Munos, R.3
  • 4
    • 85151728371 scopus 로고
    • Residual algorithms: Reinforcement learning with function approximation
    • L. Baird. Residual algorithms: Reinforcement learning with function approximation. In Proc. of ICML-95, 1995.
    • (1995) Proc. of ICML-95
    • Baird, L.1
  • 5
    • 33947704798 scopus 로고    scopus 로고
    • Managing server energy and operational costs in hosting centers
    • Y. Chen et al. Managing server energy and operational costs in hosting centers. In Proc. of SIGMETRICS, 2005.
    • (2005) Proc. of SIGMETRICS
    • Chen, Y.1
  • 7
    • 85161997133 scopus 로고    scopus 로고
    • Green Grid Consortium. Green grid. http://www.thegreengrid.org, 2006.
    • (2006) Green Grid Consortium
  • 13
    • 1942484759 scopus 로고    scopus 로고
    • Q-decomposition for reinforcement learning agents
    • S. Russell and A. L. Zimdars. Q-decomposition for reinforcement learning agents. In Proc. of ICML-03, pages 656-663, 2003.
    • (2003) Proc. of ICML-03 , pp. 656-663
    • Russell, S.1    Zimdars, A.L.2
  • 17
    • 85162007688 scopus 로고    scopus 로고
    • Adaptive performance control of computing systems via distributed cooperative control: Application to power management in computer clusters
    • M. Wang et al. Adaptive Performance Control of Computing Systems via Distributed Cooperative Control: Application to Power Management in Computer Clusters. In Proc. of ICAC-06, 2006.
    • (2006) Proc. of ICAC-06
    • Wang, M.1
  • 18
    • 85162037543 scopus 로고    scopus 로고
    • WebSphere Extended Deployment
    • WebSphere Extended Deployment. http://www.ibm.com/software/webservers/ appserv/extend/, 2007.
    • (2007)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.