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Volumn 8, Issue 2 2, 2014, Pages 161-172

Pregelix: Big(ger) graph analytics on a dataflow engine

Author keywords

[No Author keywords available]

Indexed keywords

DATA FLOW ANALYSIS; OPEN SYSTEMS;

EID: 84938089087     PISSN: None     EISSN: 21508097     Source Type: Journal    
DOI: 10.14778/2735471.2735477     Document Type: Conference Paper
Times cited : (94)

References (46)
  • 1
    • 85199287986 scopus 로고    scopus 로고
    • AsterixDB
    • AsterixDB. http://asterixdb.ics.uci.edu.
  • 2
    • 85199249250 scopus 로고    scopus 로고
    • BTC
    • BTC. http://km.aifb.kit.edu/projects/btc-2009/.
  • 3
    • 85199267250 scopus 로고    scopus 로고
    • Genomix
    • Genomix. https://github.com/uci-cbcl/genomix.
  • 4
    • 85199288331 scopus 로고    scopus 로고
    • Giraph
    • Giraph. http://giraph.apache.org/.
  • 5
    • 85199280812 scopus 로고    scopus 로고
    • Hadoop/HDFS
    • Hadoop/HDFS. http://hadoop.apache.org/.
  • 6
    • 85199250727 scopus 로고    scopus 로고
    • Hama
    • Hama. http://hama.apache.org/.
  • 7
    • 85199304358 scopus 로고    scopus 로고
    • Pivotal
    • Pivotal. http://www.gopivotal.com/products/pivotal-greenplum-database.
  • 8
    • 85199288427 scopus 로고    scopus 로고
    • Teradata
    • Teradata. http://www.teradata.com.
  • 9
    • 85199297059 scopus 로고    scopus 로고
    • Vertica
    • Vertica. http://www.vertica.com.
  • 10
    • 84976736962 scopus 로고
    • An amateur's introduction to recursive query processing strategies
    • F. Bancilhon and R. Ramakrishnan. An amateur's introduction to recursive query processing strategies. In SIGMOD, pages 16-52, 1986.
    • (1986) In SIGMOD , pp. 16-52
    • Bancilhon, F.1    Ramakrishnan, R.2
  • 11
    • 77954948422 scopus 로고    scopus 로고
    • Nephele/pacts: a programming model and execution framework for web-scale analytical processing
    • D. Battré, S. Ewen, F. Hueske, O. Kao, V. Markl, and D. Warneke. Nephele/pacts: a programming model and execution framework for web-scale analytical processing. In SoCC, pages 119-130, 2010.
    • (2010) In SoCC , pp. 119-130
    • Battré, D.1    Ewen, S.2    Hueske, F.3    Kao, O.4    Markl, V.5    Warneke, D.6
  • 12
    • 79957872898 scopus 로고    scopus 로고
    • Hyracks: A flexible and extensible foundation for data-intensive computing
    • V. R. Borkar, M. J. Carey, R. Grover, N. Onose, and R. Vernica. Hyracks: A flexible and extensible foundation for data-intensive computing. In ICDE, pages 1151-1162, 2011.
    • (2011) In ICDE , pp. 1151-1162
    • Borkar, V.R.1    Carey, M.J.2    Grover, R.3    Onose, N.4    Vernica, R.5
  • 14
    • 84890498888 scopus 로고    scopus 로고
    • A bloat-aware design for big data applications
    • Y. Bu, V. R. Borkar, G. H. Xu, and M. J. Carey. A bloat-aware design for big data applications. In ISMM, pages 119-130, 2013.
    • (2013) In ISMM , pp. 119-130
    • Bu, Y.1    Borkar, V.R.2    Xu, G.H.3    Carey, M.J.4
  • 15
    • 79956351190 scopus 로고    scopus 로고
    • HaLoop: Efficient iterative data processing on large clusters
    • Y. Bu, B. Howe, M. Balazinska, and M. D. Ernst. HaLoop: Efficient iterative data processing on large clusters. PVLDB, 3(1):285-296, 2010.
    • (2010) PVLDB , vol.3 , Issue.1 , pp. 285-296
    • Bu, Y.1    Howe, B.2    Balazinska, M.3    Ernst, M.D.4
  • 16
    • 0031624833 scopus 로고    scopus 로고
    • An overview of query optimization in relational systems
    • S. Chaudhuri. An overview of query optimization in relational systems. In PODS, pages 34-43, 1998.
    • (1998) In PODS , pp. 34-43
    • Chaudhuri, S.1
  • 17
    • 84893106946 scopus 로고    scopus 로고
    • Improving large graph processing on partitioned graphs in the cloud
    • R. Chen, M. Yang, X. Weng, B. Choi, B. He, and X. Li. Improving large graph processing on partitioned graphs in the cloud. In SoCC, page 3, 2012.
    • (2012) In SoCC , pp. 3
    • Chen, R.1    Yang, M.2    Weng, X.3    Choi, B.4    He, B.5    Li, X.6
  • 18
    • 84862687328 scopus 로고    scopus 로고
    • Efficient processing of distance queries in large graphs: a vertex cover approach
    • J. Cheng, Y. Ke, S. Chu, and C. Cheng. Efficient processing of distance queries in large graphs: a vertex cover approach. In SIGMOD Conference, pages 457-468, 2012.
    • (2012) In SIGMOD Conference , pp. 457-468
    • Cheng, J.1    Ke, Y.2    Chu, S.3    Cheng, C.4
  • 19
    • 84976862194 scopus 로고
    • The ubiquitous b-tree
    • D. Comer. The ubiquitous b-tree. ACM Comput. Surv., 11(2):121-137, 1979.
    • (1979) ACM Comput. Surv. , vol.11 , Issue.2 , pp. 121-137
    • Comer, D.1
  • 20
    • 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) In OSDI , pp. 137-150
    • Dean, J.1    Ghemawat, S.2
  • 22
    • 0026870271 scopus 로고
    • Parallel database systems: The future of high performance database systems
    • D. J. DeWitt and J. Gray. Parallel database systems: The future of high performance database systems. Commun. ACM, 35(6):85-98, 1992.
    • (1992) Commun. ACM , vol.35 , Issue.6 , pp. 85-98
    • DeWitt, D.J.1    Gray, J.2
  • 23
    • 84874438960 scopus 로고    scopus 로고
    • Graph Algorithms
    • Cambridge University Press, New York, NY, USA, 2nd edition
    • S. Even. Graph Algorithms. Cambridge University Press, New York, NY, USA, 2nd edition, 2011.
    • (2011)
    • Even, S.1
  • 24
    • 84870501280 scopus 로고    scopus 로고
    • Spinning fast iterative data flows
    • S. Ewen, K. Tzoumas, M. Kaufmann, and V. Markl. Spinning fast iterative data flows. PVLDB, 5(11):1268-1279, 2012.
    • (2012) PVLDB , vol.5 , Issue.11 , pp. 1268-1279
    • Ewen, S.1    Tzoumas, K.2    Kaufmann, M.3    Markl, V.4
  • 25
    • 0022821510 scopus 로고
    • An overview of the system software of a parallel relational database machine grace
    • S. Fushimi, M. Kitsuregawa, and H. Tanaka. An overview of the system software of a parallel relational database machine grace. In VLDB, pages 209-219, 1986.
    • (1986) VLDB , pp. 209-219
    • Fushimi, S.1    Kitsuregawa, M.2    Tanaka, H.3
  • 27
    • 0027608375 scopus 로고
    • Query evaluation techniques for large databases
    • G. Graefe. Query evaluation techniques for large databases. ACM Comput. Surv., 25(2):73-170, 1993.
    • (1993) ACM Comput. Surv. , vol.25 , Issue.2 , pp. 73-170
    • Graefe, G.1
  • 28
    • 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
  • 29
    • 85066547801 scopus 로고    scopus 로고
    • LFGraph: Simple and fast distributed graph analytics
    • I. Hoque and I. Gupta. LFGraph: Simple and fast distributed graph analytics. In TRIOS, 2013.
    • (2013) TRIOS
    • Hoque, I.1    Gupta, I.2
  • 30
    • 34548041192 scopus 로고    scopus 로고
    • Dryad: distributed data-parallel programs from sequential building blocks
    • M. Isard, M. Budiu, Y. Yu, A. Birrell, and D. Fetterly. Dryad: distributed data-parallel programs from sequential building blocks. In Euro Sys, pages 59-72, 2007.
    • (2007) Euro Sys , pp. 59-72
    • Isard, M.1    Budiu, M.2    Yu, Y.3    Birrell, A.4    Fetterly, D.5
  • 31
    • 84863735533 scopus 로고    scopus 로고
    • Distributed GraphLab: A framework for machine learning in the cloud
    • Y. Low, J. Gonzalez, A. Kyrola, D. Bickson, C. Guestrin, and J. M. Hellerstein. Distributed GraphLab: A framework for machine learning in the cloud. PVLDB, 5(8):716-727, 2012.
    • (2012) PVLDB , vol.5 , Issue.8 , pp. 716-727
    • Low, Y.1    Gonzalez, J.2    Kyrola, A.3    Bickson, D.4    Guestrin, C.5    Hellerstein, J.M.6
  • 33
    • 84873171138 scopus 로고    scopus 로고
    • REX: Recursive, delta-based data-centric computation
    • S. R. Mihaylov, Z. G. Ives, and S. Guha. REX: Recursive, delta-based data-centric computation. PVLDB, 5(11):1280-1291, 2012.
    • (2012) PVLDB , vol.5 , Issue.11 , pp. 1280-1291
    • Mihaylov, S.R.1    Ives, Z.G.2    Guha, S.3
  • 34
    • 0030544249 scopus 로고    scopus 로고
    • The log-structured merge-tree (LSM-tree)
    • P. E. O'Neil, E. Cheng, D. Gawlick, and E. J. O'Neil. The log-structured merge-tree (LSM-tree). Acta Inf., 33(4):351-385, 1996.
    • (1996) Acta Inf. , vol.33 , Issue.4 , pp. 351-385
    • O'Neil, P.E.1    Cheng, E.2    Gawlick, D.3    O'Neil, E.J.4
  • 36
    • 84883033292 scopus 로고    scopus 로고
    • GPS: a graph processing system
    • S. Salihoglu and J. Widom. GPS: a graph processing system. In SSDBM, page 22, 2013.
    • (2013) SSDBM , pp. 22
    • Salihoglu, S.1    Widom, J.2
  • 37
    • 84880550300 scopus 로고    scopus 로고
    • Trinity: a distributed graph engine on a memory cloud
    • B. Shao, H. Wang, and Y. Li. Trinity: a distributed graph engine on a memory cloud. In SIGMOD Conference, pages 505-516, 2013.
    • (2013) SIGMOD Conference , pp. 505-516
    • Shao, B.1    Wang, H.2    Li, Y.3
  • 38
    • 84887545161 scopus 로고    scopus 로고
    • From "think like a vertex" to "think like a graph"
    • Y. Tian, A. Balmin, S. A. Corsten, S. Tatikonda, and J. McPherson. From "think like a vertex" to "think like a graph". PVLDB, 7(3):193-204, 2013.
    • (2013) PVLDB , vol.7 , Issue.3 , pp. 193-204
    • Tian, Y.1    Balmin, A.2    Corsten, S.A.3    Tatikonda, S.4    McPherson, J.5
  • 40
    • 84880566945 scopus 로고    scopus 로고
    • GraphX: a resilient distributed graph system on spark
    • R. S. Xin, J. E. Gonzalez, M. J. Franklin, and I. Stoica. GraphX: a resilient distributed graph system on spark. In GRADES, page 2, 2013.
    • (2013) GRADES , pp. 2
    • Xin, R.S.1    Gonzalez, J.E.2    Franklin, M.J.3    Stoica, I.4
  • 41
    • 85199267003 scopus 로고    scopus 로고
    • Yahoo! Webscope Program
    • Yahoo! Webscope Program. http://webscope.sandbox.yahoo.com/.
  • 43
    • 84862657680 scopus 로고    scopus 로고
    • Towards effective partition management for large graphs
    • S. Yang, X. Yan, B. Zong, and A. Khan. Towards effective partition management for large graphs. In SIGMOD Conference, pages 517-528, 2012.
    • (2012) SIGMOD Conference , pp. 517-528
    • Yang, S.1    Yan, X.2    Zong, B.3    Khan, A.4
  • 45
    • 43149115851 scopus 로고    scopus 로고
    • Velvet: Algorithms for de novo short read assembly using de bruijn graphs
    • D. R. Zerbino and E. Birney. Velvet: Algorithms for de novo short read assembly using de bruijn graphs. Genome Research In Genome Research, 18(5):821-829, 2008.
    • (2008) Genome Research In Genome Research , vol.18 , Issue.5 , pp. 821-829
    • Zerbino, D.R.1    Birney, E.2
  • 46
    • 82155168650 scopus 로고    scopus 로고
    • PrIter: a distributed framework for prioritized iterative computations
    • Y. Zhang, Q. Gao, L. Gao, and C. Wang. PrIter: a distributed framework for prioritized iterative computations. In SoCC, page 13, 2011.
    • (2011) SoCC , pp. 13
    • Zhang, Y.1    Gao, Q.2    Gao, L.3    Wang, C.4


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