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Volumn 5, Issue 11, 2012, Pages 1196-1207

Stubby: A transformation-based optimizer for MapReduce Workflows

Author keywords

[No Author keywords available]

Indexed keywords

COST-BASED OPTIMIZATION; DESIRABLE FEATURES; EXECUTION PLANS; LARGE DATASETS; OPTIMIZERS; SEARCH ALGORITHMS; SPACE-BASED; TRANSFORMATION BASED;

EID: 84873155673     PISSN: None     EISSN: 21508097     Source Type: Conference Proceeding    
DOI: 10.14778/2350229.2350239     Document Type: Article
Times cited : (65)

References (27)
  • 2
    • 0006015648 scopus 로고    scopus 로고
    • Querying Multiple Features of Groups in Relational Databases
    • D. Chatziantoniou and K. A. Ross. Querying Multiple Features of Groups in Relational Databases. In VLDB, pages 295-306, 1996.
    • (1996) VLDB , pp. 295-306
    • Chatziantoniou, D.1    Ross, K.A.2
  • 3
    • 84873168544 scopus 로고    scopus 로고
    • Cloudera: 7 Tips for Improving MapReduce Performance. cloudera. com/blog/2009/12/7-tips-for-improving-mapreduce-performance
    • Cloudera: 7 Tips for Improving MapReduce Performance. cloudera. com/blog/2009/12/7-tips-for-improving-mapreduce-performance.
  • 4
    • 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, pages 137-150, 2004.
    • (2004) OSDI , pp. 137-150
    • Dean, J.1    Ghemawat, S.2
  • 6
    • 84976698894 scopus 로고
    • The EXODUS Optimizer Generator
    • G. Graefe and D. J. DeWitt. The EXODUS Optimizer Generator. In SIGMOD, pages 160-172, 1987.
    • (1987) SIGMOD , pp. 160-172
    • Graefe, G.1    DeWitt, D.J.2
  • 7
    • 84873128036 scopus 로고    scopus 로고
    • Apache Hadoop. http://hadoop.apache.org/.
    • Hadoop, A.1
  • 8
    • 82155174846 scopus 로고    scopus 로고
    • Profiling, What-if Analysis, and Cost-based Optimization of MapReduce Programs
    • H. Herodotou and S. Babu. Profiling, What-if Analysis, and Cost-based Optimization of MapReduce Programs. PVLDB, 4(11):1111-1122, 2011.
    • (2011) PVLDB , vol.4 , Issue.11 , pp. 1111-1122
    • Herodotou, H.1    Babu, S.2
  • 9
    • 84873104343 scopus 로고    scopus 로고
    • Apache Hive. http://hive.apache.org/.
    • Hive, A.1
  • 10
    • 84863535860 scopus 로고    scopus 로고
    • Automatic Optimization for MapReduce Programs
    • E. Jahani, M. J. Cafarella, and C. Ŕe. Automatic Optimization for MapReduce Programs. PVLDB, 4(6):385-396, 2011.
    • PVLDB , vol.4 , Issue.6 , pp. 385-396
    • Jahani, E.1    Cafarella, M.J.2    Ŕe, C.3
  • 11
    • 80051874596 scopus 로고    scopus 로고
    • YSmart: Yet Another SQL-to-MapReduce Translator
    • R. Lee, T. Luo, Y. Huai, F. Wang, Y. He, and X. Zhang. YSmart: Yet Another SQL-to-MapReduce Translator. In ICDCS, pages 25-36, 2011.
    • ICDCS , pp. 25-36
    • Lee, R.1    Luo, T.2    Huai, Y.3    Wang, F.4    He, Y.5    Zhang, X.6
  • 13
    • 84859260019 scopus 로고    scopus 로고
    • MRShare: Sharing Across Multiple Queries in MapReduce
    • T. Nykiel, M. Potamias, C. Mishra, G. Kollios, and N. Koudas. MRShare: Sharing Across Multiple Queries in MapReduce. PVLDB, 3(1):494-505, 2010.
    • (2010) PVLDB , vol.3 , Issue.1 , pp. 494-505
    • Nykiel, T.1    Potamias, M.2    Mishra, C.3    Kollios, G.4    Koudas, N.5
  • 15
    • 85039666809 scopus 로고    scopus 로고
    • Oozie: Workflow Engine for Hadoop
    • Oozie: Workflow Engine for Hadoop. http://yahoo.github.com/oozie/.
  • 16
    • 0003780986 scopus 로고    scopus 로고
    • The PageRank Citation Ranking: Bringing Order to the Web
    • Technical Report 1999-66, Stanford Info Lab, November
    • L. Page, S. Brin, R. Motwani, and T. Winograd. The PageRank Citation Ranking: Bringing Order to the Web. Technical Report 1999-66, Stanford Info Lab, November 1999.
    • (1999)
    • Page, L.1    Brin, S.2    Motwani, R.3    Winograd, T.4
  • 18
    • 84873179078 scopus 로고    scopus 로고
    • Apache Pig. http://pig.apache.org/.
    • Pig, A.1
  • 19
    • 27644552868 scopus 로고    scopus 로고
    • Optimizing ETL Processes in Data Warehouses
    • A. Simitsis, P. Vassiliadis, and T. K. Sellis. Optimizing ETL Processes in Data Warehouses. In ICDE, pages 564-575, 2005.
    • (2005) ICDE , pp. 564-575
    • Simitsis, A.1    Vassiliadis, P.2    Sellis, T.K.3
  • 20
    • 84873160383 scopus 로고    scopus 로고
    • TPC-H Benchmark Specification
    • TPC-H Benchmark Specification. http://www.tpc.org/tpch/.
  • 21
    • 79959941077 scopus 로고    scopus 로고
    • A Latency and Fault-Tolerance Optimizer for Online Parallel Query Plans
    • P. Upadhyaya, Y. Kwon, and M. Balazinska. A Latency and Fault-Tolerance Optimizer for Online Parallel Query Plans. In SIGMOD ACM, pages 241-252. , 2011.
    • (2011) SIGMOD ACM , pp. 241-252
    • Upadhyaya, P.1    Kwon, Y.2    Balazinska, M.3
  • 22
    • 82155168655 scopus 로고    scopus 로고
    • CoScan: Cooperative Scan Sharing in the Cloud
    • X. Wang, A. D. Sarma, C. Olston, and R. Burns. CoScan: Cooperative Scan Sharing in the Cloud. In SOCC, 2011.
    • (2011) SOCC
    • Wang, X.1    Sarma, A.D.2    Olston, C.3    Burns, R.4
  • 23
    • 82155187171 scopus 로고    scopus 로고
    • Query Optimization for Massively Parallel Data Processing
    • S. Wu, F. Li, S. Mehrotra, and B. C. Ooi. Query Optimization for Massively Parallel Data Processing. In SOCC, 2011.
    • (2011) SOCC
    • Wu, S.1    Li, F.2    Mehrotra, S.3    Ooi, B.C.4
  • 24
    • 26444446303 scopus 로고    scopus 로고
    • A Recursive Random Search Algorithm for Large-Scale Network Parameter Configuration
    • T. Ye and S. Kalyanaraman. A Recursive Random Search Algorithm for Large-Scale Network Parameter Configuration. SIGMETRICS, pages 196-205, 2003.
    • (2003) SIGMETRICS , pp. 196-205
    • Ye, T.1    Kalyanaraman, S.2
  • 25
    • 72249089011 scopus 로고    scopus 로고
    • Distributed Aggregation for Data-Parallel Computing: Interfaces and Implementations
    • Y. Yu, P. K. Gunda, and M. Isard. Distributed Aggregation for Data-Parallel Computing: Interfaces and Implementations. In SOSP, pages 247-260, 2009.
    • (2009) SOSP , pp. 247-260
    • Yu, Y.1    Gunda, P.K.2    Isard, M.3
  • 26
    • 85076882757 scopus 로고    scopus 로고
    • DryadLINQ: A System for General-Purpose Distributed Data-Parallel Computing Using a High-Level Language
    • Y. Yu, M. Isard, D. Fetterly, M. Budiu, U. Erlingsson, P. K. Gunda, and J. Currey. DryadLINQ: A System for General-Purpose Distributed Data-Parallel Computing Using a High-Level Language. In OSDI, pages 1-14, 2008.
    • (2008) OSDI , pp. 1-14
    • Yu, Y.1    Isard, M.2    Fetterly, D.3    Budiu, M.4    Erlingsson, U.5    Gunda, P.K.6    Currey, J.7
  • 27
    • 77952771965 scopus 로고    scopus 로고
    • Incorporating Partitioning and Parallel Plans into the SCOPE Optimizer
    • J. Zhou, P.-A. Larson, and R. Chaiken. Incorporating Partitioning and Parallel Plans into the SCOPE Optimizer. In ICDE, pages 1060-1071, 2010..
    • (2010) ICDE , pp. 1060-1071
    • Zhou, J.1    Larson, P.-A.2    Chaiken, R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.