메뉴 건너뛰기




Volumn , Issue , 2013, Pages 27-35

Rethinking data management for big data scientific workflows

Author keywords

cloud; data management; data staging site; object stores; Pegasus; Pegasus Lite; workflows

Indexed keywords

CLOUDS; CODES (SYMBOLS); DIGITAL STORAGE; FILE ORGANIZATION; LARGE DATASET; WORK SIMPLIFICATION;

EID: 84893330457     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BigData.2013.6691724     Document Type: Conference Paper
Times cited : (30)

References (46)
  • 1
    • 84893301094 scopus 로고    scopus 로고
    • XSEDE-Extreme Science and Engineering Environment
    • XSEDE-Extreme Science and Engineering Environment," 2012, Available: http://www.xsede.org.
    • (2012)
  • 3
    • 84893231208 scopus 로고    scopus 로고
    • Amazon Web Services
    • Amazon Web Services," Available: http://aws.amazon.com/.
  • 5
    • 84893224391 scopus 로고    scopus 로고
    • FutureGrid: A distributed testbed, exploring possibilities with Clouds, Grids and High Performance Computing
    • FutureGrid: A distributed testbed, exploring possibilities with Clouds, Grids and High Performance Computing," 2012, Available: https://portal.futuregrid.org/.
    • (2012)
  • 6
    • 79955721899 scopus 로고    scopus 로고
    • A science driven production cyberinfrastructure\-The open science grid
    • Jun
    • M. Altunay et al., "A Science Driven Production Cyberinfrastructure\ -The Open Science Grid," J. Grid Comput., vol. 9, no. 2, pp. 201-218, Jun. 2011.
    • (2011) J. Grid Comput. , vol.9 , Issue.2 , pp. 201-218
    • Altunay, M.1
  • 7
    • 29644434815 scopus 로고    scopus 로고
    • Pegasus: A framework for mapping complex scientific workflows onto distributed systems
    • Jul
    • E. Deelman et al., "Pegasus: A framework for mapping complex scientific workflows onto distributed systems," Sci. Program., vol. 13, no. 3, pp. 219-237, Jul. 2005.
    • (2005) Sci. Program. , vol.13 , Issue.3 , pp. 219-237
    • Deelman, E.1
  • 8
    • 84893262336 scopus 로고    scopus 로고
    • Amazon Simple Storage Service
    • Amazon Simple Storage Service," Available: http://aws.amazon.com/s3/ .
  • 13
    • 84893249938 scopus 로고    scopus 로고
    • Montage: A grid portal and software toolkit for science-grade astronomical image mosaicking
    • 10054454
    • J.C. Jacob et al., "Montage: A grid portal and software toolkit for science-grade astronomical image mosaicking," CoRR, vol. abs/1005.4454, 2010.
    • (2010) CoRR
    • Jacob, J.C.1
  • 14
    • 79952696503 scopus 로고    scopus 로고
    • Cybershake: A physics-based seismic hazard model for southern california
    • R. Graves et al., "CyberShake: A Physics-Based Seismic Hazard Model for Southern California," Pure and Applied Geophysics, vol. 168, no. 3, pp. 367-381, 2011.
    • (2011) Pure and Applied Geophysics , vol.168 , Issue.3 , pp. 367-381
    • Graves, R.1
  • 15
    • 84859741475 scopus 로고    scopus 로고
    • An evaluation of the cost and performance of scientific workflows on amazon ec2
    • G. Juve et al., "An Evaluation of the Cost and Performance of Scientific Workflows on Amazon EC2," Journal of Grid Computing, vol. 10, no. 1, pp. 5-21, 2012.
    • (2012) Journal of Grid Computing , vol.10 , Issue.1 , pp. 5-21
    • Juve, G.1
  • 16
    • 84893265111 scopus 로고    scopus 로고
    • Amazon S3 Pricing
    • Amazon S3 Pricing," Available: http://aws.amazon.com/s3/pricing/.
  • 17
    • 38449119622 scopus 로고    scopus 로고
    • Managing large-scale workflow execution from resource provisioning to provenance tracking: The cybershake example
    • E. Deelman et al., "Managing Large-Scale Workflow Execution from Resource Provisioning to Provenance Tracking: The CyberShake Example," presented at the e-Science, 2006, p. 14.
    • (2006) Presented at the E-Science , pp. 14
    • Deelman, E.1
  • 18
    • 80051512575 scopus 로고    scopus 로고
    • Metrics for heterogeneous scientific workflows: A case study of an earthquake science application
    • S. Callaghan et al., "Metrics for heterogeneous scientific workflows: A case study of an earthquake science application," IJHPCA, vol. 25, no. 3, pp. 274-285, 2011.
    • (2011) IJHPCA , vol.25 , Issue.3 , pp. 274-285
    • Callaghan, S.1
  • 19
    • 14244258507 scopus 로고    scopus 로고
    • Distributed computing in practice: The condor experience
    • D. Thain et al., "Distributed computing in practice: the Condor experience," Concurrency-Practice and Experience, vol. 17, no. 2-4, pp. 323-356, 2005.
    • (2005) Concurrency-Practice and Experience , vol.17 , Issue.2-4 , pp. 323-356
    • Thain, D.1
  • 20
    • 0035455653 scopus 로고    scopus 로고
    • The anatomy of the grid: Enabling scalable virtual organizations
    • I.T. Foster et al., "The Anatomy of the Grid: Enabling Scalable Virtual Organizations," IJHPCA, vol. 15, no. 3, pp. 200-222, 2001.
    • (2001) IJHPCA , vol.15 , Issue.3 , pp. 200-222
    • Foster, I.T.1
  • 21
    • 54549121609 scopus 로고    scopus 로고
    • Wide area data replication for scientific collaborations
    • A.L. Chervenak et al., "Wide area data replication for scientific collaborations," IJHPCN, vol. 5, no. 3, pp. 124-134, 2008.
    • (2008) IJHPCN , vol.5 , Issue.3 , pp. 124-134
    • Chervenak, A.L.1
  • 22
    • 84893209270 scopus 로고    scopus 로고
    • Condor DAGMan (Directed Acyclic Graph Manager
    • Condor DAGMan (Directed Acyclic Graph Manager)," Available: http://research.cs.wisc.edu/condor/dagman/.
  • 23
    • 37149000946 scopus 로고    scopus 로고
    • Optimizing workflow data footprint
    • G. Singh et al., "Optimizing workflow data footprint," Scientific Programming, vol. 15, no. 4, pp. 249-268, 2007.
    • (2007) Scientific Programming , vol.15 , Issue.4 , pp. 249-268
    • Singh, G.1
  • 24
    • 34548309259 scopus 로고    scopus 로고
    • Scheduling data-intensiveworkflows onto storage-constrained distributed resources
    • A. Ramakrishnan et al., "Scheduling Data-IntensiveWorkflows onto Storage-Constrained Distributed Resources," presented at the CCGRID, 2007, pp. 401-409.
    • (2007) Presented at the CCGRID , pp. 401-409
    • Ramakrishnan, A.1
  • 25
    • 77954738994 scopus 로고    scopus 로고
    • Experiences with resource provisioning for scientific workflows using corral
    • Apr
    • G. Juve et al., "Experiences with resource provisioning for scientific workflows using Corral," Sci. Program., vol. 18, no. 2, pp. 77-92, Apr. 2010.
    • (2010) Sci. Program. , vol.18 , Issue.2 , pp. 77-92
    • Juve, G.1
  • 26
    • 50849102650 scopus 로고    scopus 로고
    • Glideinwms-A generic pilot-based workload management system
    • Jul
    • I. Sfiligoi, "glideinWMS-A generic pilot-based workload management system," Journal of Physics: Conference Series, vol. 119, no. 6, p. 062044, Jul. 2008.
    • (2008) Journal of Physics: Conference Series , vol.119 , Issue.6 , pp. 062044
    • Sfiligoi, I.1
  • 27
    • 84893318852 scopus 로고    scopus 로고
    • Kraken System Specifications
    • Kraken System Specifications," Available: http://www.nics.tennessee. edu/computing-resources/kraken/.
  • 28
    • 84893263433 scopus 로고    scopus 로고
    • Amazon EC2 Instance Types
    • Amazon EC2 Instance Types," Available: http://aws.amazon.com/ec2/ instance-types/.
  • 30
    • 77950673061 scopus 로고    scopus 로고
    • Practically useful: What the rosetta protein modeling suite can do for you
    • Mar
    • K. Kaufmann et al., "Practically Useful: What the Rosetta Protein Modeling Suite Can Do for You," Biochemistry, vol. 49, no. 14, pp. 2987-2998, Mar. 2010.
    • (2010) Biochemistry , vol.49 , Issue.14 , pp. 2987-2998
    • Kaufmann, K.1
  • 31
    • 42449163370 scopus 로고    scopus 로고
    • Swift: Fast, reliable, loosely coupled parallel computation
    • Y. Zhao et al., "Swift: Fast, Reliable, Loosely Coupled Parallel Computation," in Services, 2007 IEEE Congress on, 2007, pp. 199-206.
    • (2007) Services, 2007 IEEE Congress on , pp. 199-206
    • Zhao, Y.1
  • 33
    • 49049095108 scopus 로고    scopus 로고
    • Ws-rf workflow in triana
    • Aug
    • A. Harrison et al., "WS-RF Workflow in Triana," Int. J. High Perform. Comput. Appl., vol. 22, no. 3, pp. 268-283, Aug. 2008.
    • (2008) Int. J. High Perform. Comput. Appl. , vol.22 , Issue.3 , pp. 268-283
    • Harrison, A.1
  • 34
    • 77955037242 scopus 로고    scopus 로고
    • Taverna, reloaded
    • P. Missier et al., "Taverna, Reloaded.," in SSDBM, 2010, vol. 6187, pp. 471-481.
    • (2010) SSDBM , vol.6187 , pp. 471-481
    • Missier, P.1
  • 36
    • 37549003336 scopus 로고    scopus 로고
    • Mapreduce: Simplified data processing on large clusters
    • Jan
    • J. Dean and S. Ghemawat, "MapReduce: simplified data processing on large clusters," Commun. ACM, vol. 51, no. 1, pp. 107-113, Jan. 2008.
    • (2008) Commun. ACM , vol.51 , Issue.1 , pp. 107-113
    • Dean, J.1    Ghemawat, S.2
  • 37
    • 84893315123 scopus 로고    scopus 로고
    • Apache Hadoop," Available: http://hadoop.apache.org/.
  • 38
    • 33845432363 scopus 로고    scopus 로고
    • Massive high-performance global file systems for grid computing
    • Washington, DC, USA
    • P. Andrews et al., "Massive High-Performance Global File Systems for Grid computing," in Proceedings of the 2005 ACM/IEEE conference on Supercomputing, Washington, DC, USA, 2005, p. 53-.
    • (2005) Proceedings of the 2005 ACM/IEEE Conference on Supercomputing , pp. 53
    • Andrews, P.1
  • 39
    • 60349094471 scopus 로고    scopus 로고
    • Chirp: A practical global file system for cluster and grid computing
    • D. Thain et al., "Chirp: A practical global file system for cluster and grid computing," Journal of Grid Computing.
    • Journal of Grid Computing
    • Thain, D.1
  • 42
    • 56749170954 scopus 로고    scopus 로고
    • Falkon: A fast and light-weight task execution framework
    • New York, NY, USA
    • I. Raicu et al., "Falkon: A Fast and Light-weight tasK executiON framework," in Proceedings of the 2007 ACM/IEEE conference on Supercomputing, New York, NY, USA, 2007, pp. 43:1-43:12.
    • (2007) Proceedings of the 2007 ACM/IEEE Conference on Supercomputing , pp. 431-4312
    • Raicu, I.1
  • 43
    • 47249142395 scopus 로고    scopus 로고
    • Data placement for scientific applications in distributed environments
    • A.L. Chervenak et al., "Data placement for scientific applications in distributed environments," in GRID2007, 2007, pp. 267-274.
    • (2007) GRID2007 , pp. 267-274
    • Chervenak, A.L.1
  • 44
    • 84893275910 scopus 로고    scopus 로고
    • Policy-driven data management for distributed scientific collaborations using a rule engine
    • Sara Alspaugh et al., "Policy-Driven Data Management for Distributed Scientific Collaborations Using a Rule Engine," Austin, 2008.
    • (2008) Austin
    • Alspaugh, S.1
  • 45
    • 68849092323 scopus 로고    scopus 로고
    • The globus replica location service: Design and experience
    • A.L. Chervenak et al., "The Globus Replica Location Service: Design and Experience," IEEE Trans. Parallel Distrib. Syst., vol. 20, no. 9, pp. 1260-1272, 2009.
    • (2009) IEEE Trans. Parallel Distrib. Syst. , vol.20 , Issue.9 , pp. 1260-1272
    • Chervenak, A.L.1
  • 46
    • 33745859792 scopus 로고    scopus 로고
    • Griphyn and ligo, building a virtual data grid for gravitational wave scientists
    • E. Deelman et al., "GriPhyN and LIGO, Building a Virtual Data Grid for Gravitational Wave Scientists," presented at the HPDC, 2002, p. 225-.
    • (2002) Presented at the HPDC
    • Deelman, E.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.