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Volumn , Issue , 2013, Pages 1296-1299

Very fast estimation for result and accuracy of big data analytics: The EARL system

Author keywords

[No Author keywords available]

Indexed keywords

ACCURACY ESTIMATION; ANALYTICAL APPLICATIONS; APPROXIMATE RESULTS; ARBITRARY FUNCTIONS; DATA DISTRIBUTION; FAST ESTIMATION; MASSIVE DATA SETS; RESOURCE CONSTRAINT;

EID: 84881335978     PISSN: 10844627     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDE.2013.6544928     Document Type: Conference Paper
Times cited : (15)

References (19)
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    • Efron, B.1
  • 6
    • 84864210199 scopus 로고    scopus 로고
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    • The Elements of Statistical Learning
    • Second Edition: Data Mining, Inference, and Prediction. Springer, 2nd ed. 2009. corr. 3rd printing 5th printing. edition, February
    • Trevor Hastie, Robert Tibshirani, and Jerome Friedman. The Elements of Statistical Learning, Second Edition: Data Mining, Inference, and Prediction. Springer Series in Statistics. Springer, 2nd ed. 2009. corr. 3rd printing 5th printing. edition, February 2009.
    • (2009) Springer Series in Statistics
    • Hastie, T.1    Tibshirani, R.2    Friedman, J.3
  • 8
    • 80053500227 scopus 로고    scopus 로고
    • Starfish: A self-tuning system for big data analytics
    • Herodotos Herodotou, Harold Lim, Gang Luo, Nedyalko Borisov, Liang Dong, Fatma Bilgen Cetin, and Shivnath Babu. Starfish: A self-tuning system for big data analytics. In CIDR, pages 261-272, 2011.
    • (2011) CIDR , pp. 261-272
    • Herodotou, H.1    Lim, H.2    Luo, G.3    Borisov, N.4    Dong, L.5    Cetin, F.B.6    Babu, S.7
  • 9
    • 84873118945 scopus 로고    scopus 로고
    • Early accurate results for advanced analytics on mapreduce
    • Nikolay Laptev, Kai Zeng, and Carlo Zaniolo. Early accurate results for advanced analytics on mapreduce. PVLDB, 5(10):1028-1039, 2012.
    • (2012) PVLDB , vol.5 , Issue.10 , pp. 1028-1039
    • Laptev, N.1    Zeng, K.2    Zaniolo, C.3
  • 11
    • 85032328251 scopus 로고
    • Random sampling from database files: A survey
    • Frank Olken and Doron Rotem. Random sampling from database files: A survey. In SSDBM, pages 92-111, 1990.
    • (1990) SSDBM , pp. 92-111
    • Olken, F.1    Rotem, D.2
  • 12
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    • Pig latin: A not-so-foreign language for data processing
    • New York, NY, USA, ACM
    • Christopher Olston, Benjamin Reed, Utkarsh Srivastava, Ravi Kumar, and Andrew Tomkins. Pig latin: a not-so-foreign language for data processing. SIGMOD, pages 1099-1110, New York, NY, USA, 2008. ACM.
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  • 13
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    • Online aggregation for large mapreduce jobs
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  • 19
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    • On the uniform convergence of relative frequencies of events to their probabilities
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.