메뉴 건너뛰기




Volumn , Issue , 2014, Pages 1446-1455

Graph sample and hold: A framework for big-graph analytics

Author keywords

graph streams; network sampling; statistical estimation

Indexed keywords


EID: 84907031416     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2623330.2623757     Document Type: Conference Paper
Times cited : (139)

References (35)
  • 1
    • 79957876446 scopus 로고    scopus 로고
    • On clustering graph streams
    • AGGARWAL, C., ZHAO, Y., AND YU , P. On clustering graph streams. In SDM (2010), pp. 478-489.
    • (2010) SDM , pp. 478-489
    • Aggarwal, C.1    Zhao, Y.2    Yu, P.3
  • 2
    • 79957832478 scopus 로고    scopus 로고
    • Outlier detection in graph streams
    • AGGARWAL, C., ZHAO, Y., AND YU , P. Outlier detection in graph streams. In ICDE (2011), pp. 399-409.
    • (2011) ICDE , pp. 399-409
    • Aggarwal, C.1    Zhao, Y.2    Yu, P.3
  • 3
    • 84890755360 scopus 로고    scopus 로고
    • Network sampling designs for relational classification
    • AHMED, N. K., NEVILLE, J., AND KOMPELLA, R. Network sampling designs for relational classification. In ICWSM (2012).
    • (2012) ICWSM
    • Ahmed, N.K.1    Neville, J.2    Kompella, R.3
  • 4
    • 84901287145 scopus 로고    scopus 로고
    • Network sampling: From static to streaming graphs
    • to appear
    • AHMED, N. K., NEVILLE, J., AND KOMPELLA, R. Network sampling: from static to streaming graphs. (to appear) TKDD (2013).
    • (2013) TKDD
    • Ahmed, N.K.1    Neville, J.2    Kompella, R.3
  • 5
  • 6
    • 10644244988 scopus 로고    scopus 로고
    • Sampling from a moving window over streaming data
    • BABCOCK, B., DATAR, M., AND MOTWANI, R. Sampling from a moving window over streaming data. In SODA (2002), pp. 633-634.
    • (2002) SODA , pp. 633-634
    • Babcock, B.1    Datar, M.2    Motwani, R.3
  • 7
    • 20744439022 scopus 로고    scopus 로고
    • Reductions in streaming algorithms with an application to counting triangles in graphs
    • BAR-YOSSEF, Z., KUMAR, R., AND SIVAKUMAR, D. Reductions in streaming algorithms with an application to counting triangles in graphs. In SODA (2002), pp. 623-632.
    • (2002) SODA , pp. 623-632
    • Bar-Yossef, Z.1    Kumar, R.2    Sivakumar, D.3
  • 8
    • 61649118133 scopus 로고    scopus 로고
    • Efficient semi-streaming algorithms for local triangle counting in massive graphs
    • BECCHETTI, L., BOLDI, P., CASTILLO, C., AND GIONIS, A. Efficient semi-streaming algorithms for local triangle counting in massive graphs. In KDD (2008), pp. 16-24.
    • (2008) KDD , pp. 16-24
    • Becchetti, L.1    Boldi, P.2    Castillo, C.3    Gionis, A.4
  • 11
    • 84864658547 scopus 로고    scopus 로고
    • Don't let the negatives bring you down: Sampling from streams of signed updates
    • COHEN, E., CORMODE, G., AND DUFFIELD, N. Don't let the negatives bring you down: sampling from streams of signed updates. In SIGMETRICS 40, 1 (2012), 343-354.
    • (2012) SIGMETRICS , vol.40 , Issue.1 , pp. 343-354
    • Cohen, E.1    Cormode, G.2    Duffield, N.3
  • 12
    • 42149174887 scopus 로고    scopus 로고
    • Algorithms and estimators for accurate summarization of internet traffic
    • COHEN, E., DUFFIELD, N., KAPLAN, H., LUND, C., AND THORUP, M. Algorithms and estimators for accurate summarization of internet traffic. In SIGCOMM (2007), pp. 265-278.
    • (2007) SIGCOMM , pp. 265-278
    • Cohen, E.1    Duffield, N.2    Kaplan, H.3    Lund, C.4    Thorup, M.5
  • 13
    • 33244491040 scopus 로고    scopus 로고
    • Space efficient mining of multigraph streams
    • CORMODE, G., AND MUTHUKRISHNAN, S. Space efficient mining of multigraph streams. In PODS (2005), pp. 271-282.
    • (2005) PODS , pp. 271-282
    • Cormode, G.1    Muthukrishnan, S.2
  • 15
    • 33744912228 scopus 로고    scopus 로고
    • New directions in traffic measurement and accounting
    • ESTAN, C., AND VARGHESE, G. New directions in traffic measurement and accounting. In SIGCOMM (2002), pp. 323-336.
    • (2002) SIGCOMM , pp. 323-336
    • Estan, C.1    Varghese, G.2
  • 16
    • 85136029579 scopus 로고    scopus 로고
    • Streamminer: A classifier ensemble-based engine to mine concept-drifting data streams
    • FAN, W. Streamminer: a classifier ensemble-based engine to mine concept-drifting data streams. In VLDB (2004), pp. 1257-1260.
    • (2004) VLDB , pp. 1257-1260
    • Fan, W.1
  • 17
    • 0012359711 scopus 로고
    • Sampling and estimation in large social networks
    • FRANK, O. Sampling and estimation in large social networks. Social Networks 1, 1 (1978), 91-101.
    • (1978) Social Networks , vol.1 , Issue.1 , pp. 91-101
    • Frank, O.1
  • 18
    • 0032092365 scopus 로고    scopus 로고
    • New sampling-based summary statistics for improving approximate query answers
    • GIBBONS, P., AND MATIAS, Y. New sampling-based summary statistics for improving approximate query answers. In SIGMOD (1998).
    • (1998) SIGMOD
    • Gibbons, P.1    Matias, Y.2
  • 19
    • 84947396376 scopus 로고
    • A generalization of sampling without replacement from a finite universe
    • HORVITZ, D. G., AND THOMPSON, D. J. A generalization of sampling without replacement from a finite universe. Journal of the American Statistical Association 47, 260 (1952), 663-685.
    • (1952) Journal of the American Statistical Association , vol.47 , Issue.260 , pp. 663-685
    • Horvitz, D.G.1    Thompson, D.J.2
  • 20
    • 84976265522 scopus 로고    scopus 로고
    • A space efficient streaming algorithm for triangle counting using the birthday paradox
    • JHA, M., SESHADHRI, C., AND PINAR, A. A space efficient streaming algorithm for triangle counting using the birthday paradox. In KDD (2013), pp. 589-597.
    • (2013) KDD , pp. 589-597
    • Jha, M.1    Seshadhri, C.2    Pinar, A.3
  • 21
    • 26844503695 scopus 로고    scopus 로고
    • New streaming algorithms for counting triangles in graphs
    • JOWHARI, H., AND GHODSI, M. New streaming algorithms for counting triangles in graphs. In COCOON. 2005, pp. 710-716.
    • (2005) COCOON , pp. 710-716
    • Jowhari, H.1    Ghodsi, M.2
  • 22
    • 33749581229 scopus 로고    scopus 로고
    • Sampling from large graphs
    • LESKOVEC, J., AND FALOUTSOS, C. Sampling from large graphs. In KDD (2006), pp. 631-636.
    • (2006) KDD , pp. 631-636
    • Leskovec, J.1    Faloutsos, C.2
  • 23
    • 77954604479 scopus 로고    scopus 로고
    • Sampling Community Structure
    • MAIYA, A. S., AND BERGER-WOLF, T. Y. Sampling Community Structure. In WWW (2010), pp. 701-710.
    • (2010) WWW , pp. 701-710
    • Maiya, A.S.1    Berger-Wolf, T.Y.2
  • 24
    • 0346354497 scopus 로고    scopus 로고
    • Approximate Frequency Counts over Data Streams
    • MANKU, G. S., AND MOTWANI, R. Approximate Frequency Counts over Data Streams. In VLDB (2002), pp. 346-357.
    • (2002) VLDB , pp. 346-357
    • Manku, G.S.1    Motwani, R.2
  • 25
    • 84889586922 scopus 로고
    • Counting and sampling triangles from a graph stream
    • PAVAN, A., TANGWONGSAN, K., TIRTHAPURA, S., AND WU, K.-L. Counting and sampling triangles from a graph stream. VLDB 6, 14 (2013), 1870-1881.
    • (1870) VLDB , vol.6 , Issue.14 , pp. 2013
    • Pavan, A.1    Tangwongsan, K.2    Tirthapura, S.3    K-L, W.U.4
  • 27
    • 57349088162 scopus 로고    scopus 로고
    • Estimating PageRank on Graph Streams
    • SARMA, A. D., GOLLAPUDI, S., AND PANIGRAHY, R. Estimating PageRank on Graph Streams. In PODS (2008), pp. 69-78.
    • (2008) PODS , pp. 69-78
    • Sarma, A.D.1    Gollapudi, S.2    Panigrahy, R.3
  • 30
    • 84889567766 scopus 로고    scopus 로고
    • Triadic measures on graphs: The power of wedge sampling
    • SESHADHRI, C., PINAR, A., AND KOLDA, T. G. Triadic measures on graphs: The power of wedge sampling. In SDM (2013).
    • (2013) SDM
    • Seshadhri, C.1    Pinar, A.2    Kolda, T.G.3
  • 33
    • 70350637771 scopus 로고    scopus 로고
    • Doulion: Counting triangles in massive graphs with a coin
    • TSOURAKAKIS, C. E., KANG, U., MILLER, G. L., AND FALOUTSOS, C. Doulion: counting triangles in massive graphs with a coin. In KDD (2009), pp. 837-846.
    • (2009) KDD , pp. 837-846
    • Tsourakakis, C.E.1    Kang, U.2    Miller, G.L.3    Faloutsos, C.4
  • 34
    • 0022026217 scopus 로고
    • Random sampling with a reservoir
    • VITTER, J. Random sampling with a reservoir. TOMS 11 (1985).
    • (1985) TOMS , vol.11
    • Vitter, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.