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Volumn , Issue , 2015, Pages 9-16

A Parallel Distributed Weka Framework for Big Data Mining Using Spark

Author keywords

Big Data; Data Mining; Distributed Systems; Machine Learning; Spark; Weka

Indexed keywords

ARTIFICIAL INTELLIGENCE; BIG DATA; ELECTRIC SPARKS; LEARNING SYSTEMS; USER INTERFACES;

EID: 84953864174     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BigDataCongress.2015.12     Document Type: Conference Paper
Times cited : (54)

References (29)
  • 2
    • 84870452716 scopus 로고    scopus 로고
    • "Apache Hadoop, " http://hadoop.apache.org/.
    • Apache Hadoop
  • 3
    • 37549003336 scopus 로고    scopus 로고
    • MapReduce: Simplified data processing on large clusters
    • J. Dean and S. Ghemawat, "MapReduce: Simplified Data Processing on Large Clusters, " Com ACM, pp. 107-113, 2008.
    • (2008) Com ACM , pp. 107-113
    • Dean, J.1    Ghemawat, S.2
  • 4
    • 84900451613 scopus 로고    scopus 로고
    • "Apache Spark, " https://spark.apache.org/.
    • Apache Spark
  • 5
    • 84887447695 scopus 로고    scopus 로고
    • The family of mapreduce and large-scale data processing systems
    • S. Sakr, A. Liu, and A. G. Fayoumi, "The Family of Mapreduce and Large-scale Data Processing Systems, " ACM Comput. Surv., vol. 46, no. 1, pp. 11:1-11:44, 2013.
    • (2013) ACM Comput. Surv , vol.46 , Issue.1 , pp. 1101-1144
    • Sakr, S.1    Liu, A.2    Fayoumi, A.G.3
  • 6
    • 85026965461 scopus 로고    scopus 로고
    • "SparkR, " http://amplab-extras.github.io/SparkR-pkg/.
    • SparkR
  • 10
    • 77951181190 scopus 로고    scopus 로고
    • Toolkit-based high-performance data mining of large data on mapreduce clusters
    • D. Wegener, M. Mock, D. Adranale, and S. Wrobel, "Toolkit-Based High-Performance Data Mining of Large Data on MapReduce Clusters, " in ICDM, 2009, pp. 296-301.
    • (2009) ICDM , pp. 296-301
    • Wegener, D.1    Mock, M.2    Adranale, D.3    Wrobel, S.4
  • 14
    • 84953912432 scopus 로고    scopus 로고
    • M. Hall, "Weka and Hadoop, " http://markahall.blogspot.co.uk/2013/10/weka-And-hadooppart-1.html/.
    • Weka and Hadoop
    • Hall, M.1
  • 15
    • 0030403087 scopus 로고    scopus 로고
    • Parallel mining of association rules
    • R. Agrawal and J. C. Shafer, "Parallel Mining of Association Rules, " Knowl. and Data Eng., pp. 962-969, 1996.
    • (1996) Knowl. and Data Eng , pp. 962-969
    • Agrawal, R.1    Shafer, J.C.2
  • 19
    • 84870749286 scopus 로고    scopus 로고
    • "Apache Mahout, " http://mahout.apache.org/.
    • Apache Mahout
  • 23
    • 84959538188 scopus 로고    scopus 로고
    • accessed 2015-03-03
    • "RHIPE, " https://www.datadr.org/, accessed: 2015-03-03.
    • RHIPE
  • 24
    • 84923930001 scopus 로고    scopus 로고
    • RABID: A distributed parallel R for large datasets
    • H. Lin, S. Yang, and S. Midkiff, "RABID: A distributed parallel R for large datasets, " in Congress on Big Data, 2014, pp. 725-732.
    • (2014) Congress on Big Data , pp. 725-732
    • Lin, H.1    Yang, S.2    Midkiff, S.3
  • 25
    • 85026967969 scopus 로고    scopus 로고
    • "MLib, " https://spark.apache.org/mllib/.
    • MLib
  • 26
    • 26944487959 scopus 로고    scopus 로고
    • Adapting the weka data mining toolkit to a grid based environment
    • M. Prez, A. Snchez, P. Herrero, V. Robles, and J. Pea, "Adapting the Weka Data Mining Toolkit to a Grid Based Environment, " Web Intelligence, pp. 492-497, 2005.
    • (2005) Web Intelligence , pp. 492-497
    • Prez, M.1    Snchez, A.2    Herrero, P.3    Robles, V.4    Pea, J.5
  • 28
    • 33646429469 scopus 로고    scopus 로고
    • Weka4WS: A WSRFenabled weka toolkit for distributed data mining on grids
    • D. Talia, P. Trunfio, and O. Verta, "Weka4WS: A WSRFEnabled Weka Toolkit for Distributed Data Mining on Grids, " Knowledge Discovery in Databases, pp. 309-320, 2005.
    • (2005) Knowledge Discovery in Databases , pp. 309-320
    • Talia, D.1    Trunfio, P.2    Verta, O.3
  • 29
    • 0034592784 scopus 로고    scopus 로고
    • Efficient clustering of high-dimensional data sets with application to reference Matching
    • A. McCallum, K. Nigam, and L. H. Ungar, "Efficient Clustering of High-dimensional Data Sets with Application to Reference Matching, " in KDD, 2000, pp. 169-178.
    • (2000) KDD , pp. 169-178
    • McCallum, A.1    Nigam, K.2    Ungar, L.H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.