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Volumn , Issue , 2011, Pages 437-456

Performance Prediction for HPC on Clouds

Author keywords

"Grid vs Cloud," title of an incredible number of recent Web blogs and articles in on line forums and magazines; HPC in the cloud performance related issues; Performance prediction for HPC on clouds high performance computing (HPC), one of the contexts in which adoption of cloud computing paradigm is debated

Indexed keywords


EID: 84886126916     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1002/9780470940105.ch17     Document Type: Chapter
Times cited : (29)

References (40)
  • 1
    • 85084164828 scopus 로고    scopus 로고
    • Virtualizing I/O devices on VMware workstation's hosted virtual machine monitor
    • USENIX Annual Technical Conference
    • J. Sugerman, G. Venkitachalam, and B. H. Lim, Virtualizing I/O devices on VMware workstation's hosted virtual machine monitor, USENIX Annual Technical Conference, 2001.
    • (2001)
    • Sugerman, J.1    Venkitachalam, G.2    Lim, B.H.3
  • 2
    • 84886208547 scopus 로고    scopus 로고
    • Xen Hypervisor
    • Xen Hypervisor, http://xen.org/
  • 3
    • 84886130096 scopus 로고    scopus 로고
    • VirtuaBox
    • VirtuaBox, http://www.virtualbox.org
  • 4
    • 84861806951 scopus 로고    scopus 로고
    • Capacity leasing in cloud systems using the OpenNebula engine
    • in Workshop on Cloud Computing and its Applications 2008 (CCA08), October 2008, Online Publication
    • B. Sotomayor, R. S. Montero, I. M. Llorente, and I. Foster , Capacity leasing in cloud systems using the OpenNebula engine, in Workshop on Cloud Computing and its Applications 2008 (CCA08), October 2008, Online Publication.
    • Sotomayor, B.1    Montero, R.S.2    Llorente, I.M.3    Foster, I.4
  • 5
    • 84886140626 scopus 로고    scopus 로고
    • Enormaly Inc
    • Enormaly Inc, http://www.enomaly.com
  • 6
    • 70349750047 scopus 로고    scopus 로고
    • The Eucalyptus open-source cloud-computing system
    • in Proceedings of the 9th IEEE/ACM International Symposium on Cluster Computing and the Grid (CCGrid 2009), May
    • D. Nurmi, R. Wolski, C. Grzegorczyk, G. Obertelli, S. Soman, L. Youseff, and D. Zagorodnov, The Eucalyptus open-source cloud-computing system, in Proceedings of the 9th IEEE/ACM International Symposium on Cluster Computing and the Grid (CCGrid 2009), May 2009, pp. 124-131.
    • (2009) , pp. 124-131
    • Nurmi, D.1    Wolski, R.2    Grzegorczyk, C.3    Obertelli, G.4    Soman, S.5    Youseff, L.6    Zagorodnov, D.7
  • 7
    • 30344486679 scopus 로고    scopus 로고
    • Virtual workspaces: Achieving quality of service and quality of life in the grid
    • K. Keahey, I. T. Foster, T. Freeman, and X. Zhang, Virtual workspaces: Achieving quality of service and quality of life in the grid, Scientific Programming, 4(13):265-275, 2005.
    • (2005) Scientific Programming , vol.4 , Issue.13 , pp. 265-275
    • Keahey, K.1    Foster, I.T.2    Freeman, T.3    Zhang, X.4
  • 9
    • 67949083625 scopus 로고    scopus 로고
    • Using clouds to provide grids with higher levels of abstraction and explicit support for usage modes
    • S. Jha, A. Merzky, and G. Fox, Using clouds to provide grids with higher levels of abstraction and explicit support for usage modes, Concurrency and Computation: Practice Experiences, 21(8):1087-1108, 2009.
    • (2009) Concurrency and Computation: Practice Experiences , vol.21 , Issue.8 , pp. 1087-1108
    • Jha, S.1    Merzky, A.2    Fox, G.3
  • 10
    • 78049391557 scopus 로고    scopus 로고
    • Cloud Computing Versus Grid Computing
    • IBM
    • J. Myerson, Cloud Computing Versus Grid Computing, IBM, 2009, http://www .ibm.com/developerworks/web/library/wa-cloudGrid/
    • (2009)
    • Myerson, J.1
  • 11
    • 79952394910 scopus 로고    scopus 로고
    • A critique of "Using Clouds to Provide Grids..."
    • September
    • I. Foster, A critique of "Using Clouds to Provide Grids...", http://ianfoster.typepad.com/blog/2008/09/a-critique-of-u.html, September 2008.
    • (2008)
    • Foster, I.1
  • 13
    • 79251538698 scopus 로고    scopus 로고
    • What's Faster-A Supercomputer or EC2?
    • accessed September 2009
    • I. Foster, What's Faster-A Supercomputer or EC2?, http://ianfoster.typepad.com/ blog/2009/08/whats-fastera-supercomputer-or-ec2.html, accessed September 2009.
    • Foster, I.1
  • 14
    • 79956093407 scopus 로고    scopus 로고
    • Grids and clouds: The new computing
    • GridTalk-Grid Briefings, January
    • GridTalk-Grid Briefings, Grids and clouds: The new computing, http://www.olivierart.com/gridTalk/Documents/GridBriefing_Grids_and_clouds.pdf, January 2009.
    • (2009)
  • 15
    • 41849120226 scopus 로고    scopus 로고
    • Optimizing grid site manager performance with virtual machines
    • in Proceedings of the 3rd USENIX Workshop on Real Large Distributed Systems (WORLDS '06), Seattle, November 5
    • L. Cherkasova, D. Gupta, E. Ryabinkin, R. Kurakin, V. Dobretsov, and A. Vahdat, Optimizing grid site manager performance with virtual machines, in Proceedings of the 3rd USENIX Workshop on Real Large Distributed Systems (WORLDS '06), Seattle, November 5, 2006.
    • (2006)
    • Cherkasova, L.1    Gupta, D.2    Ryabinkin, E.3    Kurakin, R.4    Dobretsov, V.5    Vahdat, A.6
  • 17
    • 84883883002 scopus 로고    scopus 로고
    • Paravirtualization for HPC Systems
    • in Proceedings of ISPA Workshops, Lecture Notes in Computer Science, Springer
    • L. Youseff, R. Wolski, B. Gorda, and C. Krintz, Paravirtualization for HPC Systems, in Proceedings of ISPA Workshops, Lecture Notes in Computer Science, Vol. 4331, Springer, 2006, pp. 474-486.
    • (2006) , vol.4331 , pp. 474-486
    • Youseff, L.1    Wolski, R.2    Gorda, B.3    Krintz, C.4
  • 18
    • 70349753672 scopus 로고    scopus 로고
    • Benchmarking Amazon ec2
    • E. Walker, Benchmarking Amazon ec2, USENIX Login, 33(5):18-23, 2008.
    • (2008) USENIX Login , vol.33 , Issue.5 , pp. 18-23
    • Walker, E.1
  • 19
    • 71749095784 scopus 로고    scopus 로고
    • Cost of virtual machine live migration in clouds: A performance evaluation
    • in Proceedings of the First International Conference on Cloud Computing, CloudCom, Beijing, China, December 1-4, 2009
    • W. Voorsluys, J. Broberg, S. Venugopal, and R. Buyya, Cost of virtual machine live migration in clouds: A performance evaluation, in Proceedings of the First International Conference on Cloud Computing, CloudCom 2009, Beijing, China, December 1-4, 2009.
    • (2009)
    • Voorsluys, W.1    Broberg, J.2    Venugopal, S.3    Buyya, R.4
  • 20
    • 77952199094 scopus 로고    scopus 로고
    • Can cloud computing reach the top500?
    • in Proceedings of the Combined Workshops on Unconventional High Performance Computing Workshop Plus Memory Access Workshop, May
    • J. Napper and P. Bientinesi, Can cloud computing reach the top500?, in Proceedings of the Combined Workshops on Unconventional High Performance Computing Workshop Plus Memory Access Workshop, May 2009.
    • (2009)
    • Napper, J.1    Bientinesi, P.2
  • 21
    • 77749299362 scopus 로고    scopus 로고
    • An Early Performance Analysis of Cloud Computing Services for Scientific Computing
    • TU Delft/PDS Technical Report PDS-2008-12, December
    • S. Ostermann, A. Iosup, N. Yigitbasi, R. Prodan, T. Fahringer, and D. Epema, An Early Performance Analysis of Cloud Computing Services for Scientific Computing, TU Delft/PDS Technical Report PDS-2008-12, December 2008.
    • (2008)
    • Ostermann, S.1    Iosup, A.2    Yigitbasi, N.3    Prodan, R.4    Fahringer, T.5    Epema, D.6
  • 22
    • 77950113285 scopus 로고    scopus 로고
    • Cloud computing for parallel scientific hpc applications: Feasibility of running coupled atmosphere-ocean climate models on amazon's ec2
    • Cloud Computing and Its Applications, October
    • C. Evangelinos and C. N. Hill, Cloud computing for parallel scientific hpc applications: Feasibility of running coupled atmosphere-ocean climate models on amazon's ec2, Cloud Computing and Its Applications, October 2008.
    • (2008)
    • Evangelinos, C.1    Hill, C.N.2
  • 23
    • 70350746349 scopus 로고    scopus 로고
    • The cost of doing science on the cloud: The Montage example
    • in Proceedings of the 2008 ACM/IEEE Conference on Supercomputing, November
    • E. Deelman, G. Singh, M. Livny, B. Berriman, and J. Good, The cost of doing science on the cloud: The Montage example, in Proceedings of the 2008 ACM/IEEE Conference on Supercomputing, November 2008, pp. 1-12.
    • (2008) , pp. 1-12
    • Deelman, E.1    Singh, G.2    Livny, M.3    Berriman, B.4    Good, J.5
  • 24
    • 70350422520 scopus 로고    scopus 로고
    • PerfCloud: Grid Services for performanceoriented development of cloud computing applications
    • in Proceedings of WETICE 2009
    • E. P. Mancini, M. Rak, and U. Villano: PerfCloud: Grid Services for performanceoriented development of cloud computing applications, in Proceedings of WETICE 2009, 2009, pp. 201-206.
    • (2009) , pp. 201-206
    • Mancini, E.P.1    Rak, M.2    Villano, U.3
  • 25
    • 70349748314 scopus 로고    scopus 로고
    • C-Meter: A Framework for Performance Analysis of Computing Clouds
    • in Proceedings of the 9th IEEE/ACM International Symposium on Cluster Computing and the Grid
    • N. Yigitbasi, A. Iosup, D. Epema, and S. Ostermann, C-Meter: A Framework for Performance Analysis of Computing Clouds, in Proceedings of the 9th IEEE/ACM International Symposium on Cluster Computing and the Grid, 53(4), 2009, pp. 472-477.
    • (2009) , vol.53 , Issue.4 , pp. 472-477
    • Yigitbasi, N.1    Iosup, A.2    Epema, D.3    Ostermann, S.4
  • 27
    • 62749161135 scopus 로고    scopus 로고
    • Contextualization: Providing one-click virtual clusters
    • in eScience 2008, Indianapolis, IN, December
    • K. Keahey, and T. Freeman, Contextualization: Providing one-click virtual clusters, in eScience 2008, Indianapolis, IN, December 2008.
    • (2008)
    • Keahey, K.1    Freeman, T.2
  • 28
    • 84886173060 scopus 로고    scopus 로고
    • Comparing Grid and Cloud Computing
    • Israeli Association of Grid Technology, June 20
    • Israeli Association of Grid Technology, Comparing Grid and Cloud Computing, http://www.Grid.org.il/_Uploads/dbsAttachedFiles/Comparing-Cloud-Grid.pdf, June 20, 2008.
    • (2008)
  • 29
    • 84981185428 scopus 로고    scopus 로고
    • A case for economy grid architecture for service-oriented grid computing
    • in Proceedings of the IPDPS, 10th IEEE International Heterogeneous Computing Workshop, San Francisco, April 23, IEEE Computer Society
    • R. Buyya, D. Abramson, and J. Giddy, A case for economy grid architecture for service-oriented grid computing, in Proceedings of the IPDPS, 10th IEEE International Heterogeneous Computing Workshop, San Francisco, April 23, 2001, p. 20083.1, IEEE Computer Society.
    • (2001)
    • Buyya, R.1    Abramson, D.2    Giddy, J.3
  • 30
    • 84960378385 scopus 로고    scopus 로고
    • Nimrod-G: An architecture for a resource management and scheduling system in a global computational grid
    • in Proceedings of the 4th International Conference on High Performance Computing in Asia-Pacific Region, Beijing, China, May
    • R. Buyya, D. Abramson, and J. Giddy, Nimrod-G: An architecture for a resource management and scheduling system in a global computational grid, in Proceedings of the 4th International Conference on High Performance Computing in Asia-Pacific Region, Beijing, China, May 2000.
    • (2000)
    • Buyya, R.1    Abramson, D.2    Giddy, J.3
  • 32
    • 84886134822 scopus 로고    scopus 로고
    • On the Use of Cloud Computing for Scientific Workflows
    • G. M. Christina Hoffa and J. G. Berriman, On the Use of Cloud Computing for Scientific Workflows, http://pegasus.isi.edu/publications/2008/Hoffa-CloudComputing.pdf
    • Christina Hoffa, G.M.1    Berriman, J.G.2
  • 33
    • 67651086975 scopus 로고    scopus 로고
    • A high-performance computing forecast: Partly cloudy
    • T. Sterling and D. Stark, A high-performance computing forecast: Partly cloudy, Computing in Science and Engineering, 11(4):42-49, 2009.
    • (2009) Computing in Science and Engineering , vol.11 , Issue.4 , pp. 42-49
    • Sterling, T.1    Stark, D.2
  • 34
    • 20744453187 scopus 로고    scopus 로고
    • IPv6 and the Future of the Internet
    • The Internet Society Member Briefing, July 23
    • B. Carpenter, IPv6 and the Future of the Internet, The Internet Society Member Briefing, July 23, 2001. http://www.isoc.org/briefings/001/
    • (2001)
    • Carpenter, B.1
  • 35
    • 70449938064 scopus 로고    scopus 로고
    • Resource monitoring and management with OVIS to enable HPC in cloud computing environments
    • in Proceedings of the 2009 IEEE International Symposium on Parallel & Distributed Processing (IPDPS), IPDPS, May
    • J. Brandt, A. Gentile, J. Mayo, P. Pebay, D. Roe, D. Thompson, and M. Wong, Resource monitoring and management with OVIS to enable HPC in cloud computing environments, in Proceedings of the 2009 IEEE International Symposium on Parallel & Distributed Processing (IPDPS), IPDPS, May, 2009, pp. 1-8.
    • (2009) , pp. 1-8
    • Brandt, J.1    Gentile, A.2    Mayo, J.3    Pebay, P.4    Roe, D.5    Thompson, D.6    Wong, M.7
  • 36
    • 78751548338 scopus 로고    scopus 로고
    • Cloudstone: Multi-platform, multilanguage benchmark and measurement tools for web 2.0
    • in Proceedings of Cloud Computing and Its Applications
    • W. Sobel, S. Subramanyam, A. Sucharitakul, J. Nguyen, H. Wong, A. Klepchukov, S. Patil, A. Fox, and D. Patterson, Cloudstone: Multi-platform, multilanguage benchmark and measurement tools for web 2.0, in Proceedings of Cloud Computing and Its Applications, 2008.
    • (2008)
    • Sobel, W.1    Subramanyam, S.2    Sucharitakul, A.3    Nguyen, J.4    Wong, H.5    Klepchukov, A.6    Patil, S.7    Fox, A.8    Patterson, D.9
  • 37
    • 80052038290 scopus 로고    scopus 로고
    • High performance parallel computing with clouds and cloud technologies
    • in Proceedings of the First International Conference on Cloud Computing, CloudCom 2009, Beijing, China, December 1-4
    • J. Ekanayake and G. Fox, High performance parallel computing with clouds and cloud technologies, in Proceedings of the First International Conference on Cloud Computing, CloudCom 2009, Beijing, China, December 1-4, 2009.
    • (2009)
    • Ekanayake, J.1    Fox, G.2
  • 38
    • 0742311353 scopus 로고    scopus 로고
    • Ninf-G: A reference implementation of RPC-based programming middleware for grid computing
    • Y. Tanaka, H. Nakada, S. Sekiguchi, T. Suzumura, and S. Matsuoka, Ninf-G: A reference implementation of RPC-based programming middleware for grid computing, Journal of Grid Computing, 1(1):41-51, 2003.
    • (2003) Journal of Grid Computing , vol.1 , Issue.1 , pp. 41-51
    • Tanaka, Y.1    Nakada, H.2    Sekiguchi, S.3    Suzumura, T.4    Matsuoka, S.5
  • 39
    • 68249129760 scopus 로고    scopus 로고
    • Above the Clouds: A Berkeley View of Cloud Computing
    • Technical Report, TR. UCB/EECS-2009-28, EECS Department, University of California, Berkeley, February
    • M. Armbrust, A. Fox, R. Griffith, A. D. Joseph, R. H. Katz, A. Konwinski, G. Lee, D. A. Patterson, A. Rabkin, I. Stoica, and M. Zaharia, Above the Clouds: A Berkeley View of Cloud Computing, Technical Report, TR. UCB/EECS-2009-28, EECS Department, University of California, Berkeley, February 2009.
    • (2009)
    • Armbrust, M.1    Fox, A.2    Griffith, R.3    Joseph, A.D.4    Katz, R.H.5    Konwinski, A.6    Lee, G.7    Patterson, D.A.8    Rabkin, A.9    Stoica, I.10    Zaharia, M.11
  • 40
    • 70449646932 scopus 로고    scopus 로고
    • Evaluating the cost-benefit of using cloud computing to extend the capacity of clusters
    • in Proceedings of the 18th ACM international Symposium on High Performance Distributed Computing (HPDC '09), June
    • M. D. de Assuncao, A. di Costanzo, and R. Buyya, Evaluating the cost-benefit of using cloud computing to extend the capacity of clusters, in Proceedings of the 18th ACM international Symposium on High Performance Distributed Computing (HPDC '09), June 2009, pp. 141-150.
    • (2009) , pp. 141-150
    • De Assuncao, M.D.1    Di Costanzo, A.2    Buyya, R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.