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Volumn , Issue , 2012, Pages 390-401

Learning-based query performance modeling and prediction

Author keywords

[No Author keywords available]

Indexed keywords

ANALYTICAL COSTS; COARSE-GRAINED; CURRENT GENERATION; DYNAMIC QUERY; HYBRID APPROACH; OFFLINE; OPTIMIZERS; PERFORMANCE VALUE; PREDICTION MODEL; PREDICTIVE MODELING; QUERY EXECUTION; QUERY OPTIMIZATION; QUERY PERFORMANCE; QUERY PERFORMANCE PREDICTION; QUERY SCHEDULING; RESOURCE MANAGEMENT; STATIC AND DYNAMIC; STATIC FEATURES;

EID: 84864185746     PISSN: 10844627     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDE.2012.64     Document Type: Conference Paper
Times cited : (203)

References (20)
  • 1
    • 67649639298 scopus 로고    scopus 로고
    • Predicting multiple performance metrics for queries: Better decisions enabled by machine learning
    • Ganapathi, A. et al. Predicting multiple performance metrics for queries: Better decisions enabled by machine learning. ICDE 2009.
    • ICDE 2009
    • Ganapathi, A.1
  • 3
    • 0242410408 scopus 로고    scopus 로고
    • Benchmarking attribute selection techniques for discrete class data mining
    • Nov.
    • M. Hall and G. Holmes. Benchmarking attribute selection techniques for discrete class data mining. IEEE Trans. on Knowledge and Data Engineering, 15(3), Nov. 2003.
    • (2003) IEEE Trans. on Knowledge and Data Engineering , vol.15 , Issue.3
    • Hall, M.1    Holmes, G.2
  • 6
    • 0041494133 scopus 로고    scopus 로고
    • A Kernel Method for Canonical Correlation Analysis
    • S. Akaho. A Kernel Method For Canonical Correlation Analysis. IMPS2001.
    • IMPS2001
    • Akaho, S.1
  • 12
    • 33745714148 scopus 로고    scopus 로고
    • Statistical learning techniques for costing XML queries
    • Zhang, N., et al. Statistical learning techniques for costing XML queries. VLDB 2005.
    • VLDB 2005
    • Zhang, N.1
  • 16
    • 79952460806 scopus 로고    scopus 로고
    • Tech. Rep. UCB/EECS-2010-6, EECS Department, University of California, Berkeley, Jan
    • Chen, Y., et al. Statistical workloads for energy efficient mapreduce. Tech. Rep. UCB/EECS-2010-6, EECS Department, University of California, Berkeley, Jan 2010.
    • (2010) Statistical Workloads for Energy Efficient Mapreduce
    • Chen, Y.1
  • 18
    • 84870597499 scopus 로고    scopus 로고
    • web site
    • Hadoop MapReduce web site. http://hadoop.apache.org/mapreduce/
    • Hadoop MapReduce
  • 19
    • 35448961922 scopus 로고    scopus 로고
    • Dryad: Distributed Data-Parallel Programs from Sequential Building Blocks
    • Michael Isard et al. Dryad: Distributed Data-Parallel Programs from Sequential Building Blocks. EuroSys, Portugal, March 21-23, 2007.
    • EuroSys, Portugal, March 21-23, 2007
    • Isard, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.