메뉴 건너뛰기




Volumn 5, Issue 12, 2012, Pages 2014-2015

Efficient big data processing in Hadoop MapReduce

Author keywords

[No Author keywords available]

Indexed keywords

DATA HANDLING; INFORMATION MANAGEMENT; TEACHING;

EID: 84873140259     PISSN: None     EISSN: 21508097     Source Type: Conference Proceeding    
DOI: 10.14778/2367502.2367562     Document Type: Article
Times cited : (203)

References (26)
  • 1
    • 84873115481 scopus 로고    scopus 로고
    • Hadoop
    • Hadoop, http://hadoop.apache.org/mapreduce/.
  • 2
    • 78651344182 scopus 로고    scopus 로고
    • Column-Oriented Database Systems
    • D. Abadi et al. Column-Oriented Database Systems. PVDLB, 2(2):1664-1665, 2009.
    • (2009) PVDLB , vol.2 , Issue.2 , pp. 1664-1665
    • Abadi, D.1
  • 3
    • 77952265514 scopus 로고    scopus 로고
    • Optimizing Joins in a Map-Reduce Environment
    • F. N. Afrati and J. D. Ullman. Optimizing Joins in a Map-Reduce Environment. In EDBT, pages 99-110, 2010.
    • (2010) EDBT , pp. 99-110
    • Afrati, F.N.1    Ullman, J.D.2
  • 4
    • 77954942463 scopus 로고    scopus 로고
    • Towards automatic optimization of MapReduce programs
    • S. Babu. Towards automatic optimization of MapReduce programs. In SOCC, pages 137-142, 2010.
    • (2010) SOCC , pp. 137-142
    • Babu, S.1
  • 5
    • 77954700016 scopus 로고    scopus 로고
    • A Comparison of Join Algorithms for Log Processing in MapReduce
    • S. Blanas et al. A Comparison of Join Algorithms for Log Processing in MapReduce. In SIGMOD, pages 975-986, 2010.
    • (2010) SIGMOD , pp. 975-986
    • Blanas, S.1
  • 6
    • 73649114265 scopus 로고    scopus 로고
    • MapReduce: A Flexible Data Processing Tool
    • J. Dean and S. Ghemawat. MapReduce: A Flexible Data Processing Tool. CACM, 53(1):72-77, 2010.
    • (2010) CACM , vol.53 , Issue.1 , pp. 72-77
    • Dean, J.1    Ghemawat, S.2
  • 7
    • 80053521271 scopus 로고    scopus 로고
    • Hadoop++: Making a Yellow Elephant Run Like a Cheetah (Without It Even Noticing)
    • J. Dittrich, J.-A. Quiané-Ruiz, A. Jindal, Y. Kargin, V. Setty, and J. Schad. Hadoop++: Making a Yellow Elephant Run Like a Cheetah (Without It Even Noticing). PVLDB, 3(1):519-529, 2010.
    • (2010) PVLDB , vol.3 , Issue.1 , pp. 519-529
    • Dittrich, J.1    Quiané-Ruiz, J.-A.2    Jindal, A.3    Kargin, Y.4    Setty, V.5    Schad, J.6
  • 9
    • 81055146169 scopus 로고    scopus 로고
    • Column-Oriented Storage Techniques for MapReduce
    • A. Floratou et al. Column-Oriented Storage Techniques for MapReduce. PVLDB, 4(7):419-429, 2011.
    • (2011) PVLDB , vol.4 , Issue.7 , pp. 419-429
    • Floratou, A.1
  • 10
    • 77952278077 scopus 로고    scopus 로고
    • Building a HighLevel Dataflow System on Top of MapReduce: The Pig Experience
    • A. Gates et al. Building a HighLevel Dataflow System on Top of MapReduce: The Pig Experience. PVLDB, 2(2):1414-1425, 2009.
    • (2009) PVLDB , vol.2 , Issue.2 , pp. 1414-1425
    • Gates, A.1
  • 12
    • 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
  • 13
    • 34548041192 scopus 로고    scopus 로고
    • Dryad: Distributed Data-Parallel Programs from Sequential Building Blocks
    • M. Isard et al. Dryad: Distributed Data-Parallel Programs from Sequential Building Blocks. In EuroSys, pages 59-72, 2007.
    • (2007) EuroSys , pp. 59-72
    • Isard, M.1
  • 14
    • 84863535860 scopus 로고    scopus 로고
    • Automatic Optimization for MapReduce Programs
    • E. Jahani, M. J. Cafarella, and C. Ré. Automatic Optimization for MapReduce Programs. PVLDB, 4(6):385-396, 2011.
    • (2011) PVLDB , vol.4 , Issue.6 , pp. 385-396
    • Jahani, E.1    Cafarella, M.J.2    Ré, C.3
  • 15
    • 81055143288 scopus 로고    scopus 로고
    • The Performance of MapReduce: An In-depth Study
    • D. Jiang et al. The Performance of MapReduce: An In-depth Study. PVLDB, 3(1-2):472-483, 2010.
    • (2010) PVLDB , vol.3 , Issue.1-2 , pp. 472-483
    • Jiang, D.1
  • 16
    • 82155168632 scopus 로고    scopus 로고
    • Trojan Data Layouts: Right Shoes for a Running Elephant
    • A. Jindal, J.-A. Quiané-Ruiz, and J. Dittrich. Trojan Data Layouts: Right Shoes for a Running Elephant. In SOCC, 2011.
    • (2011) SOCC
    • Jindal, A.1    Quiané-Ruiz, J.-A.2    Dittrich, J.3
  • 17
    • 84873129222 scopus 로고    scopus 로고
    • Full-Text Indexing for Optimizing Selection Operations in Large-Scale Data Analytics
    • J. Lin et al. Full-Text Indexing for Optimizing Selection Operations in Large-Scale Data Analytics. MapReduce Workshop, 2011.
    • (2011) MapReduce Workshop
    • Lin, J.1
  • 18
    • 79959945877 scopus 로고    scopus 로고
    • Llama: Leveraging Columnar Storage for Scalable Join Processing in the MapReduce Framework
    • Y. Lin et al. Llama: Leveraging Columnar Storage for Scalable Join Processing in the MapReduce Framework. In SIGMOD, pages 961-972, 2011.
    • (2011) SIGMOD , pp. 961-972
    • Lin, Y.1
  • 19
    • 77954926935 scopus 로고    scopus 로고
    • Stateful Bulk Processing for Incremental Analytics
    • D. Logothetis et al. Stateful Bulk Processing for Incremental Analytics. In SoCC, pages 51-62, 2010.
    • (2010) SoCC , pp. 51-62
    • Logothetis, D.1
  • 20
    • 79960020260 scopus 로고    scopus 로고
    • Processing Theta-Joins Using MapReduce
    • A. Okcan and M. Riedewald. Processing Theta-Joins Using MapReduce. In SIGMOD, pages 949-960, 2011.
    • (2011) SIGMOD , pp. 949-960
    • Okcan, A.1    Riedewald, M.2
  • 21
    • 70350512695 scopus 로고    scopus 로고
    • A Comparison of Approaches to Large-Scale Data Analysis
    • A. Pavlo et al. A Comparison of Approaches to Large-Scale Data Analysis. In SIGMOD, pages 165-178, 2009.
    • (2009) SIGMOD , pp. 165-178
    • Pavlo, A.1
  • 23
    • 77954709174 scopus 로고    scopus 로고
    • Data Warehousing and Analytics Infrastructure at Facebook
    • A. Thusoo et al. Data Warehousing and Analytics Infrastructure at Facebook. In SIGMOD, pages 1013-1020, 2010.
    • (2010) SIGMOD , pp. 1013-1020
    • Thusoo, A.1
  • 24
    • 77952775707 scopus 로고    scopus 로고
    • Hive - A Petabyte Scale Data Warehouse Using Hadoop
    • A. Thusoo et al. Hive - A Petabyte Scale Data Warehouse Using Hadoop. In ICDE, pages 996-1005, 2010.
    • (2010) ICDE , pp. 996-1005
    • Thusoo, A.1
  • 25
    • 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
  • 26
    • 85076883048 scopus 로고    scopus 로고
    • Improving MapReduce Performance in Heterogeneous Environments
    • M. Zaharia et al. Improving MapReduce Performance in Heterogeneous Environments. In OSDI, pages 29-42, 2008.
    • (2008) OSDI , pp. 29-42
    • Zaharia, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.