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Volumn , Issue , 2014, Pages 721-727

Memory or time: Performance evaluation for iterative operation on hadoop and spark

Author keywords

Hadoop; Iterative Operation; Spark; System Performance

Indexed keywords

UBIQUITOUS COMPUTING;

EID: 84903975456     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/HPCC.and.EUC.2013.106     Document Type: Conference Paper
Times cited : (112)

References (22)
  • 2
    • 85030321143 scopus 로고    scopus 로고
    • MapReduce: Simplified data processing on large clusters
    • J. Dean and S. Ghemawat, "MapReduce: Simplified data processing on large clusters", In OSDI, 2004.
    • (2004) OSDI
    • Dean, J.1    Ghemawat, S.2
  • 3
    • 85019533180 scopus 로고    scopus 로고
    • Apache Hadoop. [Online]. Available: http://hadoop. apache.org
  • 4
    • 85019510759 scopus 로고    scopus 로고
    • Spark. [Online]. Available: http://spark-project.org
  • 6
    • 0003780986 scopus 로고    scopus 로고
    • The PageRank citation ranking: Bringing order to the Web
    • Stanford InfoLab
    • L. Page, S. Brin, R. Motwani, and T. Winograd, "The PageRank citation ranking: Bringing order to the Web", Technical Report, Stanford InfoLab, 1999.
    • (1999) Technical Report
    • Page, L.1    Brin, S.2    Motwani, R.3    Winograd, T.4
  • 8
  • 11
    • 85019505860 scopus 로고    scopus 로고
    • Apache Mesos. [Online]. Available: http://incubator.apache.org/mesos
  • 12
    • 85019520761 scopus 로고    scopus 로고
    • Stanford SNAP. [Online]. Available: http://snap. stanford.edu
  • 13
    • 85019520963 scopus 로고    scopus 로고
    • Twitter graph dataset. [Online]. Available: http://socialcomputing.asu. edu/datasets/Twitter
  • 17
    • 81055143288 scopus 로고    scopus 로고
    • The performance of map-reduce: An in-depth study
    • D. Jiang, B. C. Ooi, L. Shi, and S. Wu, "The performance of Map-Reduce: An in-depth study", Proceedings of the VLDB Endowment, vol. 3, no. 1-2, pp. 472-483, 2010.
    • (2010) Proceedings of the VLDB Endowment , vol.3 , Issue.1-2 , pp. 472-483
    • Jiang, D.1    Ooi, B.C.2    Shi, L.3    Wu, S.4
  • 18
    • 84863162233 scopus 로고    scopus 로고
    • Parallel data processing with MapReduce: A survey
    • K.-H. Lee, Y.-J. Lee, H. Choi, Y. D. Chung, and B. Moon, "Parallel data processing with MapReduce: a survey", ACM SIGMOD Record, vol. 40, no. 4, pp. 11-20, 2012.
    • (2012) ACM SIGMOD Record , vol.40 , Issue.4 , pp. 11-20
    • Lee, K.-H.1    Lee, Y.-J.2    Choi, H.3    Chung, Y.D.4    Moon, B.5
  • 21
    • 84863735533 scopus 로고    scopus 로고
    • Distributed GraphLab: A framework for machine learning and data mining in the cloud
    • "Distributed GraphLab: A framework for machine learning and data mining in the cloud", Proceedings of the VLDB Endowment, vol. 5, no. 8, pp. 716-727, 2012.
    • (2012) Proceedings of the VLDB Endowment , vol.5 , Issue.8 , pp. 716-727


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.