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Volumn 31, Issue 1, 2017, Pages 4-18

PANORAMA: An approach to performance modeling and diagnosis of extreme-scale workflows

Author keywords

extreme scale; Performance modeling; scientific workflow

Indexed keywords

COMPUTER SIMULATION LANGUAGES; DATA HANDLING; ENTERPRISE RESOURCE MANAGEMENT; INFORMATION ANALYSIS; WORK SIMPLIFICATION;

EID: 85008474111     PISSN: 10943420     EISSN: 17412846     Source Type: Journal    
DOI: 10.1177/1094342015594515     Document Type: Article
Times cited : (32)

References (68)
  • 7
    • 79951609765 scopus 로고    scopus 로고
    • On deciding between conservative and optimistic approaches on massively parallel-platforms
    • Carothers CD, Perumalla KS, (2010) On deciding between conservative and optimistic approaches on massively parallel-platforms. In: Winter simulation conference'10, pp. 678-687.
    • (2010) Winter Simulation conference'10 , pp. 678-687
    • Carothers, C.D.1    Perumalla, K.S.2
  • 9
    • 84946893188 scopus 로고    scopus 로고
    • San Francisco, CA: University of California
    • Case D, Berryman JT, Betz RM, et al. (2015) AMBER 15. San Francisco, CA: University of California.
    • (2015) AMBER 15
    • Case, D.1    Berryman, J.T.2    Betz, R.M.3
  • 10
    • 84923323706 scopus 로고    scopus 로고
    • Using imbalance metrics to optimize task clustering in scientific workflow executions
    • DOI:10.1016/j.future.2014.09.014
    • Chen W, Ferreira da Silva R, Deelman E, et al. (2014) Using imbalance metrics to optimize task clustering in scientific workflow executions. Future Generation Computer Systems. DOI:10.1016/j.future.2014.09.014.
    • (2014) Future Generation Computer Systems
    • Chen, W.1    Ferreira da Silva, R.2    Deelman, E.3
  • 11
    • 84976790986 scopus 로고
    • LogP: Towards a realistic model of parallel computation
    • Culler D, Karp R, Patterson DA, et al. (1993) LogP: Towards a realistic model of parallel computation. ACM SIGPLAN Notices 28 (7): 1-12.
    • (1993) ACM SIGPLAN Notices , vol.28 , Issue.7 , pp. 1-12
    • Culler, D.1    Karp, R.2    Patterson, D.A.3
  • 15
    • 38449099738 scopus 로고    scopus 로고
    • Managing large-scale workflow execution from resource provisioning to provenance tracking: The Cybershake example
    • Deelman E, Callaghan S, et al. (2006) Managing large-scale workflow execution from resource provisioning to provenance tracking: The Cybershake example. In: 2nd IEEE international conference on e-Science and grid computing, pp. 4-6.
    • (2006) 2nd IEEE International Conference on E-Science and Grid Computing , pp. 4-6
    • Deelman, E.1    Callaghan, S.2
  • 17
    • 59849095285 scopus 로고    scopus 로고
    • Workflows and e-science: An overview of workflow system features and capabilities
    • Deelman E, Gannon D, Shields M, et al. (2009) Workflows and e-science: An overview of workflow system features and capabilities. Future Generation Computer Systems 25 (5): 528-540.
    • (2009) Future Generation Computer Systems , vol.25 , Issue.5 , pp. 528-540
    • Deelman, E.1    Gannon, D.2    Shields, M.3
  • 18
    • 29644434815 scopus 로고    scopus 로고
    • Pegasus: A framework for mapping complex scientific workflows onto distributed systems
    • Deelman E, Singh G, Su M, et al. (2005) Pegasus: A framework for mapping complex scientific workflows onto distributed systems. Scientific Programming 13 (3): 219-237.
    • (2005) Scientific Programming , vol.13 , Issue.3 , pp. 219-237
    • Deelman, E.1    Singh, G.2    Su, M.3
  • 19
    • 84923339542 scopus 로고    scopus 로고
    • Pegasus, a workflow management system for science automation
    • Deelman E, Vahi K, Juve G, et al. (2015) Pegasus, a workflow management system for science automation. Future Generation Computer Systems 46: 17-35. DOI: 10.1016/j.future.2014.10.008
    • (2015) Future Generation Computer Systems , vol.46 , pp. 17-35
    • Deelman, E.1    Vahi, K.2    Juve, G.3
  • 20
    • 84919499464 scopus 로고    scopus 로고
    • Community resources for enabling and evaluating research on scientific workflows
    • Ferreira da Silva R, Chen W, et al. (2014a) Community resources for enabling and evaluating research on scientific workflows. In: 10th IEEE international conference on e-Science, pp. 177-184. DOI: 10.1109/eScience.2014.44.
    • (2014) 10th IEEE International Conference on E-Science , pp. 177-184
    • Ferreira da Silva, R.1    Chen, W.2
  • 21
    • 84874402786 scopus 로고    scopus 로고
    • A science-gateway workload archive to study pilot jobs, user activity, bag of tasks, task sub-steps, and workflow executions
    • New York: Springer, DOI: 10.1007/978-3-642-36949-0-10
    • Ferreira da Silva R, Glatard T, (2013) A science-gateway workload archive to study pilot jobs, user activity, bag of tasks, task sub-steps, and workflow executions. In: Euro-Par 2012: Parallel Processing Workshops (Lecture Notes in Computer Science, vol. 7640). New York: Springer, pp. 79-88. DOI: 10.1007/978-3-642-36949-0-10.
    • (2013) Euro-Par 2012: Parallel Processing Workshops (Lecture Notes in Computer Science) , vol.7640 , pp. 79-88
    • Ferreira da Silva, R.1    Glatard, T.2
  • 22
    • 84886090972 scopus 로고    scopus 로고
    • Self-healing of workflow activity incidents on distributed computing infrastructures
    • Ferreira da Silva R, Glatard T, et al. (2013a) Self-healing of workflow activity incidents on distributed computing infrastructures. Future Generation Computer Systems 29 (8): 2284-2294. DOI: 10.1016/j.future.2013.06.012.
    • (2013) Future Generation Computer Systems , vol.29 , Issue.8 , pp. 2284-2294
    • Ferreira da Silva, R.1    Glatard, T.2
  • 23
    • 84923329002 scopus 로고    scopus 로고
    • Controlling fairness and task granularity in distributed, online, non-clairvoyant workflow executions
    • Ferreira da Silva R, Glatard T, et al. (2014 b) Controlling fairness and task granularity in distributed, online, non-clairvoyant workflow executions. Concurrency and Computation: Practice and Experience 26 (14): 2347-2366. DOI: 10.1002/cpe.3303.
    • (2014) Concurrency and Computation: Practice and Experience , vol.26 , Issue.14 , pp. 2347-2366
    • Ferreira da Silva, R.1    Glatard, T.2
  • 29
    • 80052314399 scopus 로고    scopus 로고
    • Measuring teragrid: Workload characterization for a high-performance computing federation
    • Hart DL, (2011) Measuring teragrid: workload characterization for a high-performance computing federation. International Journal of High Performance Computing Applications 25 (4): 451-465.
    • (2011) International Journal of High Performance Computing Applications , vol.25 , Issue.4 , pp. 451-465
    • Hart, D.L.1
  • 30
    • 79952951372 scopus 로고    scopus 로고
    • Grid computing workloads
    • DOI:10.1109/MIC. 2010.130
    • Iosup A, Epema D, (2011) Grid computing workloads. IEEE Internet Computing 15 (2): 19-26. DOI:10.1109/MIC. 2010.130.
    • (2011) IEEE Internet Computing , vol.15 , Issue.2 , pp. 19-26
    • Iosup, A.1    Epema, D.2
  • 31
    • 44249107046 scopus 로고    scopus 로고
    • The grid workloads archive
    • Iosup A, Li H, Jan M, et al. (2008) The grid workloads archive. Future Generation Computer Systems 24 (7): 672-686. DOI: 10.1016/j.future.2008.02.003.
    • (2008) Future Generation Computer Systems , vol.24 , Issue.7 , pp. 672-686
    • Iosup, A.1    Li, H.2    Jan, M.3
  • 32
    • 84874330771 scopus 로고    scopus 로고
    • Using simulation to design extremescale applications and architectures: Programming model exploration
    • Janssen CL, Adalsteinsson H, Kenny JP, (2011) Using simulation to design extremescale applications and architectures: Programming model exploration. SIGMETRICS Performance Evaluation Review 38 (4): 4-8.
    • (2011) SIGMETRICS Performance Evaluation Review , vol.38 , Issue.4 , pp. 4-8
    • Janssen, C.L.1    Adalsteinsson, H.2    Kenny, J.P.3
  • 33
    • 84870308815 scopus 로고    scopus 로고
    • Characterizing and profiling scientific workflows
    • DOI:10.1016/j.future. 2012.08.015
    • Juve G, Chervenak A, Deelman E, et al. (2013) Characterizing and profiling scientific workflows. Future Generation Computer Systems 29 (3): 682-692. DOI:10.1016/j.future. 2012.08.015.
    • (2013) Future Generation Computer Systems , vol.29 , Issue.3 , pp. 682-692
    • Juve, G.1    Chervenak, A.2    Deelman, E.3
  • 35
    • 0037253062 scopus 로고    scopus 로고
    • The vision of autonomic computing
    • DOI:10.1109/MC.2003. 1160055
    • Kephart J, Chess D, (2003) The vision of autonomic computing. Computer 36 (1): 41-50. DOI:10.1109/MC.2003. 1160055.
    • (2003) Computer , vol.36 , Issue.1 , pp. 41-50
    • Kephart, J.1    Chess, D.2
  • 37
    • 85008511663 scopus 로고    scopus 로고
    • Zermatt: A framework for automated performance modeling and online performance prediction
    • Newport Beach, CA
    • Lee S, Meredith JS, Vetter JS, (2015) Zermatt: A framework for automated performance modeling and online performance prediction. In: ACM international conference on supercomputing, Newport Beach, CA.
    • (2015) ACM International Conference on Supercomputing
    • Lee, S.1    Meredith, J.S.2    Vetter, J.S.3
  • 38
    • 84862822294 scopus 로고    scopus 로고
    • Sassena: X-ray and neutron scattering calculated from molecular dynamics trajectories using massively parallel computers
    • Lindner B, Smith J, (2012) Sassena: X-ray and neutron scattering calculated from molecular dynamics trajectories using massively parallel computers. Computer Physics Communications 183 (7): 1491-1501.
    • (2012) Computer Physics Communications , vol.183 , Issue.7 , pp. 1491-1501
    • Lindner, B.1    Smith, J.2
  • 40
    • 84878846709 scopus 로고    scopus 로고
    • Characterizing workflow-based activity on a production e-infrastructure using provenance data
    • Madougou S, Shahand S, Santcroos M, et al. (2013) Characterizing workflow-based activity on a production e-infrastructure using provenance data. Future Generation Computer Systems 29 (8): 1931-1942. DOI: 10.1016/j.future.2013.04.019.
    • (2013) Future Generation Computer Systems , vol.29 , Issue.8 , pp. 1931-1942
    • Madougou, S.1    Shahand, S.2    Santcroos, M.3
  • 42
    • 84901288249 scopus 로고    scopus 로고
    • Enabling persistent queries for cross-aggregate performance monitoring
    • Mandal A, Baldin I, Xin Y, et al. (2014) Enabling persistent queries for cross-aggregate performance monitoring. IEEE Communications Magazine 52 (5): 157-164.
    • (2014) IEEE Communications Magazine , vol.52 , Issue.5 , pp. 157-164
    • Mandal, A.1    Baldin, I.2    Xin, Y.3
  • 43
    • 84892912414 scopus 로고    scopus 로고
    • Evaluating I/O aware network management for scientific workflows on networked clouds
    • Mandal A, Ruth P, Baldin I, et al. (2013) Evaluating I/O aware network management for scientific workflows on networked clouds. In: 3rd international workshop on network-aware data management, pp. 2:1-2:10. DOI: 10.1145/2534695.2534698.
    • (2013) 3rd International Workshop on Network-aware Data Management , pp. 21-210
    • Mandal, A.1    Ruth, P.2    Baldin, I.3
  • 45
    • 33751232348 scopus 로고    scopus 로고
    • The Spallation Neutron Source in Oak Ridge: A powerful tool for materials research
    • Mason T, Abernathy D, Anderson I, et al. (2006) The Spallation Neutron Source in Oak Ridge: A powerful tool for materials research. Physica B: Condensed Matter 385: 955-960.
    • (2006) Physica B: Condensed Matter , vol.385 , pp. 955-960
    • Mason, T.1    Abernathy, D.2    Anderson, I.3
  • 46
    • 0031175629 scopus 로고    scopus 로고
    • The macroscopic behavior of the TCP congestion avoidance algorithm
    • Mathis M, Semke J, Mahdavi J, et al. (1997) The macroscopic behavior of the TCP congestion avoidance algorithm. SIGCOMM Computer Communication Review 27 (3): 67-82. DOI: 10.1145/263932.264023.
    • (1997) SIGCOMM Computer Communication Review , vol.27 , Issue.3 , pp. 67-82
    • Mathis, M.1    Semke, J.2    Mahdavi, J.3
  • 48
    • 84855732296 scopus 로고    scopus 로고
    • Workflow monitoring and analysis tool for askalon
    • New York: Springer, DOI: 10.1007/978-0-387-85966-8-6
    • Ostermann S, Plankensteiner K, Prodan R, et al. (2009) Workflow monitoring and analysis tool for askalon. In: Grid and Services Evolution. New York: Springer, pp. 1-14. DOI: 10.1007/978-0-387-85966-8-6.
    • (2009) Grid and Services Evolution , pp. 1-14
    • Ostermann, S.1    Plankensteiner, K.2    Prodan, R.3
  • 50
    • 57849163930 scopus 로고    scopus 로고
    • A trace-based investigation of the characteristics of grid workflows
    • (eds.). New York: Springer, DOI: 10.1007/978-0-387-09455-7-14
    • Ostermann S, Prodan R, et al. (2008b) A trace-based investigation of the characteristics of grid workflows. In: Priol T, Vanneschi M, (eds.) From Grids to Service and Pervasive Computing. New York: Springer, pp. 191-203. DOI: 10.1007/978-0-387-09455-7-14.
    • (2008) From Grids to Service and Pervasive Computing , pp. 191-203
    • Ostermann, S.1    Prodan, R.2
  • 53
    • 77954932305 scopus 로고    scopus 로고
    • A survey of distributed workflow characteristics and resource requirements
    • Ramakrishnan L, Gannon D, (2008) A survey of distributed workflow characteristics and resource requirements. Technical Report, Indiana University. Available at: http://www.cs.indiana.edu/pub/techreports/TR671.pdf.
    • (2008) Technical Report, Indiana University
    • Ramakrishnan, L.1    Gannon, D.2
  • 54
    • 84873482265 scopus 로고    scopus 로고
    • Workload characterization on a production Hadoop cluster: A case study on Taobao
    • Ren Z, Xu X, Wan J, et al. (2012) Workload characterization on a production Hadoop cluster: A case study on Taobao. In: IEEE international symposium on workload characterization, pp. 3-13. DOI: 10.1109/IISWC.2012.6402895.
    • (2012) IEEE International Symposium on Workload Characterization , pp. 3-13
    • Ren, Z.1    Xu, X.2    Wan, J.3
  • 56
    • 33746101027 scopus 로고    scopus 로고
    • Workflow exception patterns
    • (eds.) (Lecture Notes in Computer Science, 4001). Berlin: Springer, DOI: 10.1007/11767138-20
    • Russell N, Aalst W, et al. (2006) Workflow exception patterns. In: Dubois E, Pohl K, (eds.) Advanced Information Systems Engineering (Lecture Notes in Computer Science, vol. 4001). Berlin: Springer, pp. 288-302. DOI: 10.1007/11767138-20.
    • (2006) Advanced Information Systems Engineering , pp. 288-302
    • Russell, N.1    Aalst, W.2
  • 62
    • 84988222800 scopus 로고    scopus 로고
    • A cleanup algorithm for implementing storage constraints in scientific workflow executions
    • DOI:10.1109/WORKS. 2014.8
    • Srinivasan S, Juve G, et al. (2014) A cleanup algorithm for implementing storage constraints in scientific workflow executions. In: 9th workshop on workflows in support of large-scale science, pp. 41-49. DOI:10.1109/WORKS. 2014.8.
    • (2014) 9th Workshop on Workflows in Support of Large-scale Science , pp. 41-49
    • Srinivasan, S.1    Juve, G.2
  • 64
    • 35048881429 scopus 로고    scopus 로고
    • Scalea-g: A unified monitoring and performance analysis system for the grid
    • (ed.) (Lecture Notes in Computer Science, 3165). Berlin: Springer, DOI: 10.1007/978-3-540-28642-4-24
    • Truong HL, Fahringer T, (2004) Scalea-g: A unified monitoring and performance analysis system for the grid. In: Dikaiakos M, (ed.) Grid Computing (Lecture Notes in Computer Science, vol. 3165). Berlin: Springer, pp. 202-211. DOI: 10.1007/978-3-540-28642-4-24.
    • (2004) Grid Computing , pp. 202-211
    • Truong, H.L.1    Fahringer, T.2    Dikaiakos, M.3
  • 67
    • 0025467711 scopus 로고
    • A bridging model for parallel computation
    • Valiant LG, (1990) A bridging model for parallel computation. Communications of the ACM 33 (8): 103-111.
    • (1990) Communications of the ACM , vol.33 , Issue.8 , pp. 103-111
    • Valiant, L.G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.