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Volumn 46, Issue 3, 2014, Pages

Distributed data management using mapreduce

Author keywords

Hadoop; MapReduce; Scalability

Indexed keywords

DATA HANDLING; DISTRIBUTED COMPUTER SYSTEMS; INFORMATION MANAGEMENT;

EID: 84887530145     PISSN: 03600300     EISSN: 15577341     Source Type: Journal    
DOI: 10.1145/2503009     Document Type: Article
Times cited : (142)

References (91)
  • 2
    • 79957809015 scopus 로고    scopus 로고
    • HadoopDB: An architectural hybrid of MapReduce and DBMS technologies for analytical workloads
    • Aug. 2009
    • Azza Abouzeid, Kamil Bajda-Pawlikowski, Daniel Abadi, Avi Silberschatz, and Alexander Rasin. 2009. HadoopDB: An architectural hybrid of MapReduce and DBMS technologies for analytical workloads. Proc. VLDB Endow. 2, 1 (Aug. 2009), 922-933.
    • (2009) Proc. VLDB Endow. , vol.2 , Issue.1 , pp. 922-933
    • Abouzeid, A.1    Bajda-Pawlikowski, K.2    Abadi, D.3    Silberschatz, A.4    Rasin, A.5
  • 8
    • 84976793960 scopus 로고
    • Using semi-joins to solve relational queries
    • Jan. 1981
    • Philip A. Bernstein and Dah-Ming W. Chiu. 1981. Using semi-joins to solve relational queries. J. ACM 28, 1 (Jan. 1981), 25-40.
    • (1981) J. ACM , vol.28 , Issue.1 , pp. 25-40
    • Bernstein, P.A.1    Chiu, D.W.2
  • 11
    • 79956351190 scopus 로고    scopus 로고
    • HaLoop: Efficient iterative data processing on large clusters
    • Sept. 2010
    • Yingyi Bu, Bill Howe, Magdalena Balazinska, and Michael D. Ernst. 2010. HaLoop: Efficient iterative data processing on large clusters. Proc. VLDB Endow. 3, 1-2 (Sept. 2010), 285-296.
    • (2010) Proc. VLDB Endow. , vol.3 , Issue.1-2 , pp. 285-296
    • Bu, Y.1    Howe, B.2    Balazinska, M.3    Ernst, M.D.4
  • 18
    • 84862616255 scopus 로고    scopus 로고
    • A framework for supporting DBMS-like indexes in the cloud
    • 2011
    • Gang Chen, Hoang Tam Vo, SaiWu, Beng Chin Ooi, and M. Tamer Özsu. 2011. A Framework for Supporting DBMS-like Indexes in the Cloud. PVLDB 4, 11 (2011), 702-713.
    • (2011) PVLDB , vol.4 , Issue.11 , pp. 702-713
    • Chen, G.1    Tam Vo, H.2    Wu, S.3    Chin Ooi, B.4    Tamer Özsu, M.5
  • 19
    • 79957812355 scopus 로고    scopus 로고
    • Cheetah: A high performance, custom data warehouse on top of MapReduce
    • 2010
    • Songting Chen. 2010. Cheetah: A high performance, custom data warehouse on top of MapReduce. Proc. VLDB Endow. 3, 2 (2010), 1459-1468.
    • (2010) Proc. VLDB Endow. , vol.3 , Issue.2 , pp. 1459-1468
    • Chen, S.1
  • 24
    • 80053521271 scopus 로고    scopus 로고
    • Hadoop++: Making a Yellow Elephant Run Like a Cheetah (Without It even Noticing)
    • 2010
    • Jens Dittrich, Jorge-Arnulfo Quiané-Ruiz, Alekh Jindal, Yagiz Kargin, Vinay Setty, and Jörg Schad. 2010. Hadoop++: Making a Yellow Elephant Run Like a Cheetah (Without It Even Noticing). Proc. VLDB Endow. 3, 1 (2010), 518-529.
    • (2010) Proc. VLDB Endow. , vol.3 , Issue.1 , pp. 518-529
    • Dittrich, J.1    Quiané-Ruiz, J.2    Jindal, A.3    Kargin, Y.4    Setty, V.5    Schad, J.6
  • 26
    • 81055146169 scopus 로고    scopus 로고
    • Column-oriented storage techniques for MapReduce
    • April 2011
    • Avrilia Floratou, Jignesh M. Patel, Eugene J. Shekita, and Sandeep Tata. 2011. Column-oriented storage techniques for MapReduce. Proc. VLDB Endow. 4, 7 (April 2011), 419-429.
    • (2011) Proc. VLDB Endow. , vol.4 , Issue.7 , pp. 419-429
    • Floratou, A.1    Patel, J.M.2    Shekita, E.J.3    Tata, S.4
  • 27
    • 77954889500 scopus 로고    scopus 로고
    • SQL/MapReduce: A practical approach to selfdescribing, polymorphic, and parallelizable user-defined functions
    • August 2009
    • Eric Friedman, Peter Pawlowski, and John Cieslewicz. 2009. SQL/MapReduce: a practical approach to selfdescribing, polymorphic, and parallelizable user-defined functions. Proc. VLDB Endow. 2 (August 2009), 1402-1413. Issue 2.
    • (2009) Proc. VLDB Endow. , vol.2 , Issue.2 , pp. 1402-1413
    • Friedman, E.1    Pawlowski, P.2    Cieslewicz, J.3
  • 35
    • 82155174846 scopus 로고    scopus 로고
    • Profiling, what-if analysis, and cost-based optimization of MapReduce programs
    • 2011
    • Herodotos Herodotou and Shivnath Babu. 2011. Profiling, what-if analysis, and cost-based optimization of MapReduce programs. Proc. VLDB Endow. 4, 11 (2011), 1111-1122.
    • (2011) Proc. VLDB Endow. , vol.4 , Issue.11 , pp. 1111-1122
    • Herodotou, H.1    Babu, S.2
  • 37
    • 84863535860 scopus 로고    scopus 로고
    • Automatic optimization for MapReduce programs
    • 2011
    • Eaman Jahani, Michael J. Cafarella, and Christopher Ré. 2011. Automatic optimization for MapReduce programs. Proc. VLDB Endow. 4, 6 (2011), 385-396.
    • (2011) Proc. VLDB Endow. , vol.4 , Issue.6 , pp. 385-396
    • Jahani, E.1    Cafarella, M.J.2    Ré, C.3
  • 38
    • 84881459533 scopus 로고    scopus 로고
    • Building wavelet histograms on large data in MapReduce
    • Oct. 2011
    • Jeffrey Jestes, Ke Yi, and Feifei Li. 2011. Building wavelet histograms on large data in MapReduce. Proc. VLDB Endow. 5, 2 (Oct. 2011), 109-120.
    • (2011) Proc. VLDB Endow. , vol.5 , Issue.2 , pp. 109-120
    • Jestes, J.1    Yi, K.2    Li, F.3
  • 39
    • 81055143288 scopus 로고    scopus 로고
    • The performance of MapReduce: An in-depth study
    • 2010
    • Dawei Jiang, Beng Chin Ooi, Lei Shi, and Sai Wu. 2010. The performance of MapReduce: An in-depth study. Proc. VLDB Endow. 3, 1 (2010), 472-483.
    • (2010) Proc. VLDB Endow. , vol.3 , Issue.1 , pp. 472-483
    • Jiang, D.1    Chin Ooi, B.2    Shi, L.3    Wu, S.4
  • 40
    • 79960904226 scopus 로고    scopus 로고
    • MAP-JOIN-REDUCE: Toward scalable and efficient data analysis on large clusters
    • 2011
    • David Jiang, Anthony K. H. Tung, and Gang Chen. 2011. MAP-JOIN-REDUCE: Toward scalable and efficient data analysis on large clusters. IEEE Trans. Knowl. Data Eng. 23, 9 (2011), 1299-1311.
    • (2011) IEEE Trans. Knowl. Data Eng. , vol.23 , Issue.9 , pp. 1299-1311
    • Jiang, D.1    Tung, H.A.K.2    Chen, G.3
  • 48
    • 84893960355 scopus 로고    scopus 로고
    • Distributed GraphLab: A framework for machine learning in the cloud
    • abs/1204.6078 (2012)
    • Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, and Joseph M. Hellerstein. 2012. Distributed GraphLab: A framework for machine learning in the cloud. CoRR abs/1204.6078 (2012).
    • (2012) CoRR
    • Low, Y.1    Gonzalez, J.2    Kyrola, A.3    Bickson, D.4    Guestrin, C.5    Hellerstein, J.M.6
  • 50
    • 84873205384 scopus 로고    scopus 로고
    • Efficient processing of k nearest neighbor joins using MapReduce
    • June 2012
    • Wei Lu, Yanyan Shen, Su Chen, and Beng Chin Ooi. 2012. Efficient processing of k nearest neighbor joins using MapReduce. Proc. VLDB Endow. 5, 10 (June 2012), 1016-1027.
    • (2012) Proc. VLDB Endow. , vol.5 , Issue.10 , pp. 1016-1027
    • Lu, W.1    Shen, Y.2    Chen, S.3    Chin Ooi, B.4
  • 53
    • 84863758126 scopus 로고    scopus 로고
    • V-SMART-join: A scalableMapReduce framework for all-pair similarity joins of multisets and vectors
    • April 2012
    • AhmedMetwally and Christos Faloutsos. 2012. V-SMART-join: A scalableMapReduce framework for all-pair similarity joins of multisets and vectors. Proc. VLDB Endow. 5, 8 (April 2012), 704-715.
    • (2012) Proc. VLDB Endow. , vol.5 , Issue.8 , pp. 704-715
    • Metwally, A.1    Faloutsos, C.2
  • 57
    • 84859260019 scopus 로고    scopus 로고
    • MRShare: Sharing across multiple queries in MapReduce
    • 2010
    • Tomasz Nykiel, Michalis Potamias, Chaitanya Mishra, George Kollios, and Nick Koudas. 2010. MRShare: Sharing across multiple queries in MapReduce. Proc. VLDB Endow. 3, 1 (2010), 494-505.
    • (2010) Proc. VLDB Endow. , vol.3 , Issue.1 , pp. 494-505
    • Nykiel, T.1    Potamias, M.2    Mishra, C.3    Kollios, G.4    Koudas, N.5
  • 63
    • 84863769684 scopus 로고    scopus 로고
    • Online aggregation for large MapReduce jobs
    • 2011
    • Niketan Pansare, Vinayak R. Borkar, Chris Jermaine, and Tyson Condie. 2011. Online aggregation for large MapReduce jobs. Proc. VLDB Endow. 4, 11 (2011), 1135-1145.
    • (2011) Proc. VLDB Endow. , vol.4 , Issue.11 , pp. 1135-1145
    • Pansare, N.1    Borkar, V.R.2    Jermaine, C.3    Condie, T.4
  • 65
    • 30344452311 scopus 로고    scopus 로고
    • Interpreting the data: Parallel analysis with Sawzall
    • Oct. 2005
    • Rob Pike, Sean Dorward, Robert Griesemer, and Sean Quinlan. 2005. Interpreting the data: Parallel analysis with Sawzall. Sci. Program. 13, 4 (Oct. 2005), 277-298.
    • (2005) Sci. Program. , vol.13 , Issue.4 , pp. 277-298
    • Pike, R.1    Dorward, S.2    Griesemer, R.3    Quinlan, S.4
  • 71
    • 0031295210 scopus 로고    scopus 로고
    • A survey of stream processing
    • 1997
    • R. Stephens. 1997. A survey of stream processing. Acta Informatica 34, 7 (1997), 491-541.
    • (1997) Acta Informatica , vol.34 , Issue.7 , pp. 491-541
    • Stephens, R.1
  • 72
    • 73649141347 scopus 로고    scopus 로고
    • MapReduce and parallel DBMSs: Friends or foes? Commun
    • 2010
    • Michael Stonebraker, Daniel Abadi, David J. DeWitt, Sam Madden, Erik Paulson, Andrew Pavlo, and Alexander Rasin. 2010. MapReduce and parallel DBMSs: Friends or foes? Commun. ACM 53, 1 (2010), 64-71.
    • (2010) ACM , vol.53 , Issue.1 , pp. 64-71
    • Stonebraker, M.1    Abadi, D.2    Dewitt, D.J.3    Madden, S.4    Paulson, E.5    Pavlo, A.6    Rasin, A.7
  • 76
    • 0025467711 scopus 로고
    • A bridging model for parallel computation
    • Aug. 1990
    • Leslie G. Valiant. 1990. A bridging model for parallel computation. Commun. ACM 33, 8 (Aug. 1990), 103-111. DOI:http://dx.doi.org/10.1145/79173. 79181
    • (1990) Commun. ACM , vol.33 , Issue.8 , pp. 103-111
    • Valiant, L.G.1
  • 78
    • 84873167171 scopus 로고    scopus 로고
    • LogBase: A scalable log-structured database system in the cloud
    • 2012
    • Hoang Tam Vo, ShengWang, Divyakant Agrawal, Gang Chen, and Beng Chin Ooi. 2012. LogBase: a scalable log-structured database system in the cloud. Proc. VLDB Endow. 5, 10 (2012), 1004-1015.
    • (2012) Proc. VLDB Endow. , vol.5 , Issue.10 , pp. 1004-1015
    • Vo, H.T.1    Wang, S.2    Agrawal, D.3    Chen, G.4    Ooi, B.C.5
  • 82
    • 78751491852 scopus 로고    scopus 로고
    • Efficient B-tree based indexing for cloud data processing
    • 2010
    • Sai Wu, Dawei Jiang, Beng Chin Ooi, and Kun-Lung Wu. 2010. Efficient B-tree based indexing for cloud data processing. Proc. VLDB Endow. 3, 1 (2010), 1207-1218.
    • (2010) Proc. VLDB Endow. , vol.3 , Issue.1 , pp. 1207-1218
    • Wu, S.1    Jiang, D.2    Chin Ooi, B.3    Wu, K.4
  • 91
    • 84873185478 scopus 로고    scopus 로고
    • Efficient multi-way theta-join processing using MapReduce
    • 2012
    • Xiaofei Zhang, Lei Chen, and MinWang. 2012a. Efficient multi-way theta-join processing using MapReduce. Proc. VLDB Endow. 5, 11 (2012), 1184-1195.
    • (2012) Proc. VLDB Endow. , vol.5 , Issue.11 , pp. 1184-1195
    • Zhang, X.1    Chen, L.2    Wang, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.