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Volumn , Issue , 2015, Pages

Big data parallelism: Challenges in different computational paradigms

Author keywords

Big Data; Data Science; High Dimensional Data; Machine learning; Parallel Computing; Scalable framework; Semi stochastic

Indexed keywords

CLUSTERING ALGORITHMS; DATA SCIENCE; INFORMATION SYSTEMS; INFORMATION USE; LEARNING SYSTEMS; PARALLEL PROCESSING SYSTEMS; STOCHASTIC SYSTEMS;

EID: 84936088376     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/C3IT.2015.7060186     Document Type: Conference Paper
Times cited : (8)

References (20)
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    • 84936060881 scopus 로고    scopus 로고
    • Apache Hadoop
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    • HaLoop: Efficient iterative data processing on large clusters
    • Y. Bu, B. Howe, M. Balazinska, M.D. Ernst, HaLoop: efficient iterative data processing on large clusters, Proceedings of VLDB Endowments, Vol. 3 (1-2), 2010), pp. 285-296.
    • (2010) Proceedings of VLDB Endowments , vol.3 , Issue.1-2 , pp. 285-296
    • Bu, Y.1    Howe, B.2    Balazinska, M.3    Ernst, M.D.4
  • 16
    • 70349124617 scopus 로고    scopus 로고
    • Parallel stochastic gradient algorithms for large-scale matrix completion clusters of multi-core smp nodes, in 17th Euromicro International Conference on Parallel
    • R. Rabenseifner, G. Hager, G. Jost, Hybrid mpi/openmp parallel programming on clusters of multi-core smp nodes, in 17th Euromicro International Conference on Parallel, Distributed and Network-based Processing, IEEE, 2009, pp. 427-436.
    • (2009) Distributed and Network-based Processing, IEEE , pp. 427-436
    • Rabenseifner, R.1    Hager, G.2    Jost, G.3
  • 19
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    • B. Recht, C. Re, Parallel stochastic gradient algorithms for large-scale matrix completion, Math. Prog. Comput. 5 (2) (2013) 201-226. .
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    • Recht, B.1    Re, C.2
  • 20


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.