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Volumn 3, Issue 1, 2010, Pages 1-177

Data-intensive text processing with MapReduce

Author keywords

Algorithm design; Hadoop; Information retrieval; Machine learning; Natural language processing; Parallel and distributed programming; Text processing

Indexed keywords

ARTIFICIAL INTELLIGENCE; DISTRIBUTED COMPUTER SYSTEMS; FAULT TOLERANCE; INFORMATION RETRIEVAL; LEARNING ALGORITHMS; LEARNING SYSTEMS; NATURAL LANGUAGE PROCESSING SYSTEMS; TEXT PROCESSING;

EID: 84964816728     PISSN: None     EISSN: 19474040     Source Type: Book Series    
DOI: 10.2200/S00274ED1V01Y201006HLT007     Document Type: Article
Times cited : (190)

References (162)
  • 2
    • 0036013593 scopus 로고    scopus 로고
    • Statistical mechanics of complex networks
    • 92
    • Réka Albert and Albert-László Barabási. Statistical mechanics of complex networks. Reviews of Modern Physics, 74:47-97, 2002. DOI: 10.1103/RevModPhys.74.47 92
    • (2002) Reviews of Modern Physics , vol.74 , pp. 47-97
    • Albert, R.1    Barabási, A.2
  • 5
    • 85060036181 scopus 로고
    • Validity of the single processor approach to achieving large-scale computing capabilities
    • 17
    • Gene Amdahl. Validity of the single processor approach to achieving large-scale computing capabilities. In Proceedings of the AFIPS Spring Joint Computer Conference, pages 483-485, 1967. DOI: 10.1145/1465482.1465560 17
    • (1967) Proceedings of the AFIPS Spring Joint Computer Conference , pp. 483-485
    • Amdahl, G.1
  • 8
    • 22044441103 scopus 로고    scopus 로고
    • Inverted index compression using word-aligned binary codes
    • 76
    • Vo Ngoc Anh and Alistair Moffat. Inverted index compression using word-aligned binary codes. Information Retrieval, 8(1):151-166, 2005. DOI: 10.1023/B:INRT.0000048490.99518.5c 76
    • (2005) Information Retrieval , vol.8 , Issue.1 , pp. 151-166
    • Anh, V.N.1    Moffat, A.2
  • 16
    • 0037619265 scopus 로고    scopus 로고
    • Web search for a planet: The Google cluster architecture
    • 82
    • Luiz André Barroso, Jeffrey Dean, and Urs Hölzle. Web search for a planet: The Google cluster architecture. IEEE Micro, 23(2):22-28, 2003. DOI: 10.1109/MM.2003.1196112 82
    • (2003) IEEE Micro , vol.23 , Issue.2 , pp. 22-28
    • Barroso, L.A.1    Dean, J.2    Hölzle, U.3
  • 17
    • 47249127725 scopus 로고    scopus 로고
    • The case for energy-proportional computing
    • 9
    • Luiz André Barroso and Urs Hölzle. The case for energy-proportional computing. Computer, 40(12):33-37, 2007. DOI: 10.1109/MC.2007.443 9
    • (2007) Computer , vol.40 , Issue.12 , pp. 33-37
    • Barroso, L.A.1    Hölzle, U.2
  • 21
    • 62149144693 scopus 로고    scopus 로고
    • Beyond the data deluge
    • Gordon Bell,Tony Hey, and Alex Szalay. Beyond the data deluge. Science, 323(5919):1297-1298, 2009. 2
    • (2009) Science , vol.323 , Issue.5919 , pp. 1297-1298
    • Bell, G.1    Hey, T.2    Szalay, A.3
  • 29
    • 85044611587 scopus 로고
    • The mathematics of statistical machine translation: Parameter estimation
    • 130
    • Peter F. Brown, Vincent J. Della Pietra, Stephen A. Della Pietra, and Robert L. Mercer. The mathematics of statistical machine translation: Parameter estimation. Computational Linguistics, 19(2):263-311, 1993. 130
    • (1993) Computational Linguistics , vol.19 , Issue.2 , pp. 263-311
    • Brown, P.F.1    Della Pietra, V.J.2    Della Pietra, S.A.3    Mercer, R.L.4
  • 31
    • 63649117166 scopus 로고    scopus 로고
    • Cloud computing and emerging IT platforms: Vision, hype, and reality for delivering computing as the 5th utility
    • 6
    • Rajkumar Buyya, Chee Shin Yeo, Srikumar Venugopal, James Broberg, and Ivona Brandic. Cloud computing and emerging IT platforms: Vision, hype, and reality for delivering computing as the 5th utility. Future Generation Computer Systems, 25(6):599-616, 2009. DOI: 10.1016/j.future.2008.12.001 6
    • (2009) Future Generation Computer Systems , vol.25 , Issue.6 , pp. 599-616
    • Buyya, R.1    Yeo, C.S.2    Venugopal, S.3    Broberg, J.4    Brandic, I.5
  • 32
    • 0026224590 scopus 로고
    • Swift:Using distributed disk striping to provide high I/O data rates
    • 29
    • Luis-Felipe Cabrera and DarrellD.E.Long. Swift:Using distributed disk striping to provide high I/O data rates. Computer Systems, 4(4):405-436, 1991. 29
    • (1991) Computer Systems , vol.4 , Issue.4 , pp. 405-436
    • Cabrera, L.1    Long, D.D.E.2
  • 39
    • 67651111624 scopus 로고    scopus 로고
    • Graph twiddling in a MapReduce world
    • 103
    • Jonathan Cohen. Graph twiddling in a MapReduce world. Computing in Science and Engineering, 11(4):29-41, 2009. DOI: 10.1109/MCSE.2009.120 103
    • (2009) Computing in Science and Engineering , vol.11 , Issue.4 , pp. 29-41
    • Cohen, J.1
  • 46
    • 37549003336 scopus 로고    scopus 로고
    • MapReduce: Simplified data processing on large clusters
    • 2
    • Jeffrey Dean and Sanjay Ghemawat. MapReduce:Simplified data processing on large clusters. Communications of the ACM, 51(1):107-113, 2008. DOI: 10.1145/1327452.1327492 2
    • (2008) Communications of the ACM , vol.51 , Issue.1 , pp. 107-113
    • Dean, J.1    Ghemawat, S.2
  • 47
    • 73649114265 scopus 로고    scopus 로고
    • MapReduce: A flexible data processing tool
    • 59
    • Jeffrey Dean and Sanjay Ghemawat. MapReduce: A flexible data processing tool. Communications of the ACM, 53(1):72-77, 2010. DOI: 10.1145/1629175.1629198 59
    • (2010) Communications of the ACM , vol.53 , Issue.1 , pp. 72-77
    • Dean, J.1    Ghemawat, S.2
  • 50
    • 0026870271 scopus 로고
    • Parallel database systems: The future of high performance database systems
    • 12
    • David J. DeWitt and Jim Gray. Parallel database systems: The future of high performance database systems. Communications of the ACM, 35(6):85-98, 1992. DOI: 10.1145/129888.129894 12
    • (1992) Communications of the ACM , vol.35 , Issue.6 , pp. 85-98
    • DeWitt, D.J.1    Gray, J.2
  • 52
    • 78650226247 scopus 로고    scopus 로고
    • Multi-domain learning by confidence-weighted parameter combination
    • 144
    • Mark Dredze, Alex Kulesza, and Koby Crammer. Multi-domain learning by confidence-weighted parameter combination. Machine Learning, 79:123-149, 2010. DOI: 10.1007/s10994-009-5148-0 144
    • (2010) Machine Learning , vol.79 , pp. 123-149
    • Dredze, M.1    Kulesza, A.2    Crammer, K.3
  • 56
    • 85044980262 scopus 로고    scopus 로고
    • Training phrase-based machine translation models on the cloud: Open source machine translation toolkit Chaski
    • 138
    • Qin Gao and Stephan Vogel. Training phrase-based machine translation models on the cloud: Open source machine translation toolkit Chaski. The Prague Bulletin of Mathematical Linguistics, 93:37-46, 2010. DOI: 10.2478/v10108-010-0004-8 138
    • (2010) The Prague Bulletin of Mathematical Linguistics , vol.93 , pp. 37-46
    • Gao, Q.1    Vogel, S.2
  • 58
    • 1542640153 scopus 로고    scopus 로고
    • Brewer's Conjecture and the feasibility of consistent, available, partition-tolerant web services
    • 32
    • Seth Gilbert and Nancy Lynch. Brewer's Conjecture and the feasibility of consistent, available, partition-tolerant web services. ACM SIGACT News, 33(2):51-59, 2002. DOI: 10.1145/564585.564601 32
    • (2002) ACM SIGACT News , vol.33 , Issue.2 , pp. 51-59
    • Gilbert, S.1    Lynch, N.2
  • 59
    • 0037062448 scopus 로고    scopus 로고
    • Community structure in social and biological networks
    • 85
    • Michelle Girvan and Mark E. J. Newman. Community structure in social and biological networks. Proceedings of the National Academy of Science, 99(12):7821-7826, 2002. DOI: 10.1073/pnas.122653799 85
    • (2002) Proceedings of the National Academy of Science , vol.99 , Issue.12 , pp. 7821-7826
    • Girvan, M.1    Newman, M.E.J.2
  • 61
    • 34247960076 scopus 로고
    • The strength of weak ties
    • 92
    • Mark S.Granovetter.The strength of weak ties. The American Journal of Sociology, 78(6):1360-1380, 1973. DOI: 10.1086/225469 92
    • (1973) The American Journal of Sociology , vol.78 , Issue.6 , pp. 1360-1380
    • Granovetter, M.S.1
  • 62
    • 0000917844 scopus 로고
    • The strength of weak ties: A network theory revisited
    • 92
    • Mark S. Granovetter. The strength of weak ties: A network theory revisited. Sociological Theory, 1:201-233, 1983. DOI: 10.2307/202051 92
    • (1983) Sociological Theory , vol.1 , pp. 201-233
    • Granovetter, M.S.1
  • 65
    • 70849126253 scopus 로고    scopus 로고
    • The unreasonable effectiveness of data
    • 5
    • Alon Halevy, Peter Norvig, and Fernando Pereira. The unreasonable effectiveness of data. Communications of the ACM, 24(2):8-12, 2009. DOI: 10.1109/MIS.2009.36 5
    • (2009) Communications of the ACM , vol.24 , Issue.2 , pp. 8-12
    • Halevy, A.1    Norvig, P.2    Pereira, F.3
  • 68
    • 85006719793 scopus 로고    scopus 로고
    • Information platforms and the rise of the data scientist
    • InToby Segaran and JeffHammerbacher, editors, O'Reilly,Sebastopol, California, 6, 59, 146
    • Jeff Hammerbacher. Information platforms and the rise of the data scientist. InToby Segaran and JeffHammerbacher, editors, Beautiful Data,pages 73-84.O'Reilly,Sebastopol, California, 2009. 6, 59, 146
    • (2009) Beautiful Data , pp. 73-84
    • Hammerbacher, J.1
  • 73
    • 77954202405 scopus 로고    scopus 로고
    • Jim Gray on eScience:A transformed scientific method
    • In Tony Hey, Stewart Tansley, and Kristin Tolle, editors, Microsoft Research, Redmond,Washington, 3
    • Tony Hey, StewartTansley, and KristinTolle. Jim Gray on eScience:A transformed scientific method. In Tony Hey, Stewart Tansley, and Kristin Tolle, editors, The Fourth Paradigm: Data-Intensive Scientific Discovery. Microsoft Research, Redmond,Washington, 2009. 3
    • (2009) The Fourth Paradigm: Data-Intensive Scientific Discovery.
    • Hey, T.1    Tansley, S.2    Tolle, K.3
  • 76
    • 78651533629 scopus 로고    scopus 로고
    • The pathologies of big data
    • 11
    • Adam Jacobs. The pathologies of big data. ACMQueue, 7(6), 2009. DOI: 10.1145/1563821.1563874 11
    • (2009) ACMQueue , vol.7 , Issue.6
    • Jacobs, A.1
  • 84
    • 4243148480 scopus 로고    scopus 로고
    • Authoritative sources in a hyperlinked environment
    • 65, 95
    • Jon M. Kleinberg. Authoritative sources in a hyperlinked environment. Journal of the ACM, 46(5):604-632, 1999. DOI: 10.1145/324133.324140 65, 95
    • (1999) Journal of the ACM , vol.46 , Issue.5 , pp. 604-632
    • Kleinberg, J.M.1
  • 85
    • 84928706421 scopus 로고    scopus 로고
    • Cambridge University Press, Cambridge, England, 130, 133
    • Philipp Koehn. Statistical Machine Translation. Cambridge University Press, Cambridge, England, 2010. 130, 133
    • (2010) Statistical Machine Translation.
    • Koehn, P.1
  • 88
    • 0001313149 scopus 로고    scopus 로고
    • SALSA: The stochastic approach for link-structure analysis
    • 65, 95
    • Ronny Lempel and Shlomo Moran. SALSA: The Stochastic Approach for Link-Structure Analysis. ACM Transactions on Information Systems, 19(2):131-160, 2001. DOI: 10.1145/382979.383041 65, 95
    • (2001) ACM Transactions On Information Systems , vol.19 , Issue.2 , pp. 131-160
    • Lempel, R.1    Moran, S.2
  • 91
    • 78651593686 scopus 로고    scopus 로고
    • Triple-parity RAID and beyond
    • 2
    • Adam Leventhal. Triple-parity RAID and beyond. ACM Queue, 7(11), 2009. DOI: 10.1145/1661785.1670144 2
    • (2009) ACM Queue , vol.7 , Issue.11
    • Leventhal, A.1
  • 92
    • 34247846152 scopus 로고    scopus 로고
    • An exploration of the principles underlying redundancy-based factoid question answering
    • 4
    • Jimmy Lin. An exploration of the principles underlying redundancy-based factoid question answering. ACM Transactions on Information Systems, 27(2):1-55, 2007. DOI: 10.1145/1229179.1229180 4
    • (2007) ACM Transactions On Information Systems , vol.27 , Issue.2 , pp. 1-55
    • Lin, J.1
  • 94
    • 70849110766 scopus 로고    scopus 로고
    • Scalable language processing algorithms for the masses:Acase study in computing word co-occurrence matrices with MapReduce
    • Honolulu, Hawaii, 47, 51
    • Jimmy Lin. Scalable language processing algorithms for the masses:Acase study in computing word co-occurrence matrices with MapReduce. In Proceedings of the 2008 Conference on Empirical Methods inNatural Language Processing (EMNLP 2008), pages 419-428, Honolulu, Hawaii, 2008. 47, 51
    • (2008) Proceedings of the 2008 Conference On Empirical Methods InNatural Language Processing (EMNLP 2008) , pp. 419-428
    • Lin, J.1
  • 95
    • 77954614330 scopus 로고    scopus 로고
    • Low-latency, highthroughput access to static global resources within the Hadoop framework
    • University of Maryland, College Park, Maryland, January 63
    • Jimmy Lin, Anand Bahety, Shravya Konda, and Samantha Mahindrakar. Low-latency, highthroughput access to static global resources within the Hadoop framework. Technical Report HCIL-2009-01, University of Maryland, College Park, Maryland, January 2009. 63
    • (2009) Technical Report HCIL-2009-01
    • Lin, J.1    Bahety, A.2    Konda, S.3    Mahindrakar, S.4
  • 96
    • 33646887390 scopus 로고
    • On the limited memory BFGS method for large scale optimization
    • 139
    • Dong C. Liu, Jorge Nocedal, Dong C. Liu, and Jorge Nocedal. On the limited memory BFGS method for large scale optimization. Mathematical Programming B, 45(3):503-528, 1989. DOI: 10.1007/BF01589116 139
    • (1989) Mathematical Programming B , vol.45 , Issue.3 , pp. 503-528
    • Liu, D.C.1    Nocedal, J.2    Liu, D.C.3    Nocedal, J.4
  • 97
    • 49449119085 scopus 로고    scopus 로고
    • Statistical machine translation
    • 130
    • Adam Lopez. Statistical machine translation. ACM Computing Surveys, 40(3):1-49, 2008. DOI: 10.1145/1380584.1380586 130
    • (2008) ACM Computing Surveys , vol.40 , Issue.3 , pp. 1-49
    • Lopez, A.1
  • 100
  • 103
    • 39649117755 scopus 로고    scopus 로고
    • The impact of next-generation sequencing technology on genetics
    • 2
    • Elaine R. Mardis. The impact of next-generation sequencing technology on genetics. Trends in Genetics, 24(3):133-141, 2008. DOI: 10.1016/j.tig.2007.12.007 2
    • (2008) Trends in Genetics , vol.24 , Issue.3 , pp. 133-141
    • Mardis, E.R.1
  • 104
    • 62349092536 scopus 로고    scopus 로고
    • Scalable programming models for massively multicore processors
    • 13, 145
    • Michael D. McCool. Scalable programming models for massively multicore processors. Proceedings of the IEEE, 96(5):816-831, 2008. DOI: 10.1109/JPROC.2008.917731 13, 145
    • (2008) Proceedings of the IEEE , vol.96 , Issue.5 , pp. 816-831
    • McCool, M.D.1
  • 105
    • 77954914834 scopus 로고    scopus 로고
    • GFS: Evolution on fast-forward
    • 32
    • Marshall K. McKusick and Sean Quinlan. GFS: Evolution on fast-forward. ACM Queue, 7(7), 2009. DOI: 10.1145/1594204.1594206 32
    • (2009) ACM Queue , vol.7 , Issue.7
    • McKusick, M.K.1    Quinlan, S.2
  • 106
    • 1542601822 scopus 로고    scopus 로고
    • Improving memory hierarchy performance for irregular applications using data and computation reorderings
    • 101
    • John Mellor-Crummey, David Whalley, and Ken Kennedy. Improving memory hierarchy performance for irregular applications using data and computation reorderings. International Journal of Parallel Programming, 29(3):217-247, 2001.DOI: 10.1023/A:1011119519789 101
    • (2001) International Journal of Parallel Programming , vol.29 , Issue.3 , pp. 217-247
    • Mellor-Crummey, J.1    Whalley, D.2    Kennedy, K.3
  • 112
    • 0042879653 scopus 로고    scopus 로고
    • A systematic comparison of various statistical alignment models
    • 135
    • Franz J. Och and Hermann Ney. A systematic comparison of various statistical alignment models. Computational Linguistics, 29(1):19-51, 2003.DOI: 10.1162/089120103321337421 135
    • (2003) Computational Linguistics , vol.29 , Issue.1 , pp. 19-51
    • Och, F.J.1    Ney, H.2
  • 115
    • 38549121575 scopus 로고    scopus 로고
    • The future of microprocessors
    • 13
    • KunleOlukotun and Lance Hammond. The future of microprocessors. ACMQueue, 3(7):27-34, 2005. DOI: 10.1145/1095408.1095418 13
    • (2005) ACMQueue , vol.3 , Issue.7 , pp. 27-34
    • Olukotun, K.1    Hammond, L.2
  • 116
    • 79960530372 scopus 로고    scopus 로고
    • Manning Publications Co., Greenwich, Connecticut, 141
    • Sean Owen and Robin Anil. Mahout in Action. Manning Publications Co., Greenwich, Connecticut, 2010. 141
    • (2010) Mahout in Action.
    • Owen, S.1    Anil, R.2
  • 118
  • 119
    • 37549031376 scopus 로고    scopus 로고
    • The data center is the computer
    • 14
    • David A. Patterson. The data center is the computer. Communications of the ACM, 52(1):105, 2008. 14
    • (2008) Communications of the ACM , vol.52 , Issue.1 , pp. 105
    • Patterson, D.A.1
  • 124
    • 61949425675 scopus 로고    scopus 로고
    • Davison.Web page classification: Features and algorithms
    • 82
    • Xiaoguang Qi and BrianD. Davison.Web page classification: Features and algorithms. ACM Computing Surveys, 41(2), 2009. DOI: 10.1145/1459352.1459357 82
    • (2009) ACM Computing Surveys , vol.41 , Issue.2
    • Qi, X.1    Brian, D.2
  • 125
    • 0024610919 scopus 로고
    • A tutorial on hidden Markov models and selected applications in speech recognition
    • Morgan Kaufmann Publishers, San Francisco, California, 115, 120
    • Lawrence R. Rabiner. A tutorial on hidden Markov models and selected applications in speech recognition. In Readings in Speech Recognition, pages 267-296. Morgan Kaufmann Publishers, San Francisco, California, 1990. DOI: 10.1109/5.18626 115, 120
    • (1990) Readings in Speech Recognition , pp. 267-296
    • Rabiner, L.R.1
  • 126
    • 70450168340 scopus 로고    scopus 로고
    • Supporting MapReduce on large-scale asymmetric multi-core clusters
    • 20
    • M.Mustafa Rafique, Benjamin Rose, Ali R. Butt, and Dimitrios S.Nikolopoulos. Supporting MapReduce on large-scale asymmetric multi-core clusters. ACM Operating Systems Review, 43(2):25-34, 2009. DOI: 10.1145/1531793.1531800 20
    • (2009) ACM Operating Systems Review , vol.43 , Issue.2 , pp. 25-34
    • Rafique, M.M.1    Rose, B.2    Butt, A.R.3    Nikolopoulos, D.S.4
  • 129
    • 1842528329 scopus 로고    scopus 로고
    • The utility business model and the future of computing services
    • 6
    • Michael A. Rappa. The utility business model and the future of computing services. IBM Systems Journal, 34(1):32-42, 2004. DOI: 10.1147/sj.431.0032 6
    • (2004) IBM Systems Journal , vol.34 , Issue.1 , pp. 32-42
    • Rappa, M.A.1
  • 134
    • 84976736061 scopus 로고
    • A performance evaluation of four parallel join algorithms in a shared-nothing multiprocessor environment
    • Portland, Oregon, 60
    • Donovan A. Schneider and David J. DeWitt. A performance evaluation of four parallel join algorithms in a shared-nothing multiprocessor environment. In Proceedings of the 1989 ACM SIGMOD International Conference on Management of Data, pages 110-121,Portland, Oregon, 1989. DOI: 10.1145/67544.66937 60
    • (1989) Proceedings of the 1989 ACM SIGMOD International Conference On Management of Data , pp. 110-121
    • Schneider, D.A.1    DeWitt, D.J.2
  • 136
    • 0347596961 scopus 로고    scopus 로고
    • Automatic word sense discrimination
    • 48
    • Hinrich Schütze. Automatic word sense discrimination. Computational Linguistics, 24(1):97-123, 1998. 48
    • (1998) Computational Linguistics , vol.24 , Issue.1 , pp. 97-123
    • Schütze, H.1
  • 137
    • 0031139653 scopus 로고    scopus 로고
    • A cooccurrence-based thesaurus and two applications to information retrieval
    • 48
    • Hinrich Schütze and Jan O. Pedersen. A cooccurrence-based thesaurus and two applications to information retrieval. Information Processing and Management, 33(3):307-318, 1998. DOI: 10.1016/S0306-4573(96)00068-4 48
    • (1998) Information Processing and Management , vol.33 , Issue.3 , pp. 307-318
    • Schütze, H.1    Pedersen, J.O.2
  • 141
    • 84906925404 scopus 로고    scopus 로고
    • 140
    • Noah Smith. Log-linear models. http://www.cs.cmu.edu/~nasmith/papers/smith. tut04.pdf, 2004. 140
    • (2004) Log-linear Models
    • Smith, N.1
  • 142
    • 84872544168 scopus 로고    scopus 로고
    • Beyond the tsunami: Developing the infrastructure to deal with life sciences data
    • In Tony Hey, Stewart Tansley, and Kristin Tolle, editors, Microsoft Research, Redmond, Washington, 2
    • Christopher Southan and Graham Cameron. Beyond the tsunami: Developing the infrastructure to deal with life sciences data. In Tony Hey, Stewart Tansley, and Kristin Tolle, editors, The Fourth Paradigm: Data-Intensive Scientific Discovery. Microsoft Research, Redmond, Washington, 2009. 2
    • (2009) The Fourth Paradigm: Data-Intensive Scientific Discovery
    • Southan, C.1    Cameron, G.2
  • 143
    • 2942527473 scopus 로고    scopus 로고
    • Gene prediction with a hidden Markov model and a new intron submodel
    • 114 October
    • Mario Stanke and Stephan Waack. Gene prediction with a hidden Markov model and a new intron submodel. Bioinformatics, 19 Suppl 2:ii215-225, October 2003. DOI: 10.1093/bioinformatics/btg1080 114
    • (2003) Bioinformatics , vol.19 , pp. ii215-225
    • Stanke, M.1    Waack, S.2
  • 145
    • 0003873676 scopus 로고    scopus 로고
    • Designing and mining multi-terabyte astronomy archives: The Sloan Digital Sky Survey
    • 2
    • Alexander S. Szalay,Peter Z.Kunszt, AniThakar, Jim Gray,Don Slutz, and Robert J.Brunner. Designing and mining multi-terabyte astronomy archives: The Sloan Digital Sky Survey. SIGMOD Record, 29(2):451-462, 2000. DOI: 10.1145/335191.335439 2
    • (2000) SIGMOD Record , vol.29 , Issue.2 , pp. 451-462
    • Szalay, A.S.1    Kunszt, P.Z.2    Thakar, A.3    Gray, J.4    Slutz, D.5    Brunner, R.J.6
  • 148
    • 0025467711 scopus 로고
    • A bridging model for parallel computation
    • 13, 14, 15, 86, 145
    • Leslie G. Valiant. A bridging model for parallel computation. Communications of the ACM, 33(8):103-111, 1990. DOI: 10.1145/79173.79181 13, 14, 15, 86, 145
    • (1990) Communications of the ACM , vol.33 , Issue.8 , pp. 103-111
    • Valiant, L.G.1
  • 152
    • 0032482432 scopus 로고    scopus 로고
    • Collective dynamics of 'small-world' networks
    • 92
    • Duncan J. Watts and Steven H. Strogatz. Collective dynamics of 'small-world' networks. Nature, 393:440-442, 1998. DOI: 10.1038/30918 92
    • (1998) Nature , vol.393 , pp. 440-442
    • Watts, D.J.1    Strogatz, S.H.2
  • 153
    • 56749182827 scopus 로고    scopus 로고
    • FPGA-based prototype of a PRAM-On-Chip processor
    • Ischia, Italy, 14
    • Xingzhi Wen and Uzi Vishkin. FPGA-based prototype of a PRAM-On-Chip processor. In Proceedings of the 5th Conference on Computing Frontiers, pages 55-66, Ischia, Italy, 2008. DOI: 10.1145/1366230.1366240 14
    • (2008) Proceedings of the 5th Conference On Computing Frontiers , pp. 55-66
    • Wen, X.1    Vishkin, U.2
  • 155
    • 84980078034 scopus 로고
    • The unreasonable effectiveness of mathematics in the natural sciences
    • 5
    • Eugene Wigner. The unreasonable effectiveness of mathematics in the natural sciences. Communications in Pure and Applied Mathematics, 13(1):1-14, 1960. DOI: 10.1002/cpa.3160130102 5
    • (1960) Communications in Pure and Applied Mathematics , vol.13 , Issue.1 , pp. 1-14
    • Wigner, E.1
  • 157
    • 0031599183 scopus 로고    scopus 로고
    • Corpus-based stemming using cooccurrence of word variants
    • 48
    • Jinxi Xu andW. Bruce Croft. Corpus-based stemming using cooccurrence of word variants. ACMTransactions on Information Systems, 16(1):61-81, 1998.DOI: 10.1145/267954.267957 48
    • (1998) ACMTransactions On Information Systems , vol.16 , Issue.1 , pp. 61-81
    • Xu, J.1    Croft, W.B.2
  • 158
    • 16444383160 scopus 로고    scopus 로고
    • Survey of clustering algorithms
    • 86
    • Rui Xu and DonaldWunsch II. Survey of clustering algorithms. IEEETransactions onNeural Networks, 16(3):645-678, 2005. DOI: 10.1109/TNN.2005.845141 86
    • (2005) IEEETransactions OnNeural Networks , vol.16 , Issue.3 , pp. 645-678
    • Xu, R.1    Wunsch, D.2
  • 162
    • 33747729581 scopus 로고    scopus 로고
    • Inverted files for text search engines
    • 78, 83
    • Justin Zobel and Alistair Moffat. Inverted files for text search engines. ACM Computing Surveys, 38(6):1-56, 2006. 78, 83
    • (2006) ACM Computing Surveys , vol.38 , Issue.6 , pp. 1-56
    • Zobel, J.1    Moffat, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.