메뉴 건너뛰기




Volumn 78, Issue 1, 2012, Pages 260-272

Optimal sampling from sliding windows

Author keywords

Data streams; Random sampling; Sliding windows

Indexed keywords

DATA STREAMS; FORESTRY;

EID: 81955168067     PISSN: 00220000     EISSN: 10902724     Source Type: Journal    
DOI: 10.1016/j.jcss.2011.04.004     Document Type: Conference Paper
Times cited : (53)

References (62)
  • 9
    • 10644289592 scopus 로고    scopus 로고
    • Operator scheduling in data stream systems
    • DOI 10.1007/s00778-004-0132-6
    • B. Babcock, S. Babu, M. Datar, R. Motwani, and D. Thomas Operator scheduling in data stream systems VLDB J. 13 4 2004 333 353 (Pubitemid 39653741)
    • (2004) VLDB Journal , vol.13 , Issue.4 , pp. 333-353
    • Babcock, B.1    Babu, S.2    Datar, M.3    Motwani, R.4    Thomas, D.5
  • 13
    • 0038784650 scopus 로고    scopus 로고
    • Sampling lower bounds via information theory
    • Z. Bar-Yossef, Sampling lower bounds via information theory, in: STOC, 2003.
    • (2003) STOC
    • Bar-Yossef, Z.1
  • 16
    • 0034837020 scopus 로고    scopus 로고
    • Sampling algorithms: Lower bounds and applications
    • Z. Bar-Yossef, R. Kumar, D. Sivakumar, Sampling algorithms: lower bounds and applications, in: STOC, 2001.
    • (2001) STOC
    • Bar-Yossef, Z.1    Kumar, R.2    Sivakumar, D.3
  • 17
    • 33244485313 scopus 로고    scopus 로고
    • Simpler algorithm for estimating frequency moments of data streams
    • DOI 10.1145/1109557.1109634, Proceedings of the Seventeenth Annual ACM-SIAM Symposium on Discrete Algorithms
    • L. Bhuvanagiri, S. Ganguly, D. Kesh, C. Saha, Simpler algorithm for estimating frequency moments of data streams, in: Proceedings of the 17th Annual ACM-SIAM Symposium on Discrete Algorithm, 2006, pp. 708-713. (Pubitemid 43275292)
    • (2006) Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms , pp. 708-713
    • Bhuvanagiri, L.1    Ganguly, S.2    Kesh, D.3    Saha, C.4
  • 23
    • 52649167640 scopus 로고    scopus 로고
    • When random sampling preserves privacy
    • K. Chaudhuri, N. Mishra, When random sampling preserves privacy, in: CRYPTO, 2006.
    • (2006) CRYPTO
    • Chaudhuri, K.1    Mishra, N.2
  • 25
    • 0031353179 scopus 로고    scopus 로고
    • Size-Estimation Framework with Applications to Transitive Closure and Reachability
    • E. Cohen Size-estimation framework with applications to transitive closure and reachability J. Comput. System Sci. 55 3 1997 441 453 (Pubitemid 127432363)
    • (1997) Journal of Computer and System Sciences , vol.55 , Issue.3 , pp. 441-453
    • Cohen, E.1
  • 34
    • 10844296640 scopus 로고    scopus 로고
    • Computing diameter in the streaming and sliding-window models
    • J. Feigenbaum, S. Kannan, and J. Zhang Computing diameter in the streaming and sliding-window models Algorithmica 41 2005 25 41
    • (2005) Algorithmica , vol.41 , pp. 25-41
    • Feigenbaum, J.1    Kannan, S.2    Zhang, J.3
  • 38
    • 49049084465 scopus 로고    scopus 로고
    • Catching elephants with mice: Sparse sampling for monitoring sensor networks
    • S. Gandhi, S. Suri, E. Welzl, Catching elephants with mice: sparse sampling for monitoring sensor networks, in: SenSys, 2007.
    • (2007) SenSys
    • Gandhi, S.1    Suri, S.2    Welzl, E.3
  • 41
    • 0032092365 scopus 로고    scopus 로고
    • New sampling-based summary statistics for improving approximate query answers
    • P.B. Gibbons, Y. Matias, New sampling-based summary statistics for improving approximate query answers, in: Proceedings of the 1998 ACM SIGMOD International Conference on Management of Data, 1998, pp. 331-342. (Pubitemid 128655980)
    • (1998) SIGMOD Record , vol.27 , Issue.2 , pp. 331-342
    • Gibbons, P.B.1    Matias, Y.2
  • 45
    • 33244490108 scopus 로고    scopus 로고
    • Streaming and sublinear approximation of entropy and information distances
    • DOI 10.1145/1109557.1109637, Proceedings of the Seventeenth Annual ACM-SIAM Symposium on Discrete Algorithms
    • S. Guha, A. McGregor, S. Venkatasubramanian, Streaming and sublinear approximation of entropy and information distances, in: Proceedings of the 17th Annual ACM-SIAM Symposium on Discrete Algorithm, 2006, pp. 733-742. (Pubitemid 43275295)
    • (2006) Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms , pp. 733-742
    • Guha, S.1    McGregor, A.2    Venkatasubramanian, S.3
  • 47
    • 85046804058 scopus 로고    scopus 로고
    • Data stream sampling: Basic techniques and results
    • M. Garofalakis, J. Gehrke, R. Rastogi, Springer
    • P.J. Haas Data stream sampling: Basic techniques and results M. Garofalakis, J. Gehrke, R. Rastogi, Data Stream Management: Processing High Speed Data Streams 2011 Springer
    • (2011) Data Stream Management: Processing High Speed Data Streams
    • Haas, P.J.1
  • 49
    • 33244491819 scopus 로고    scopus 로고
    • Optimal approximations of the frequency moments of data streams
    • DOI 10.1145/1060590.1060621, STOC'05: Proceedings of the 37th Annual ACM Symposium on Theory of Computing
    • P. Indyk, D. Woodruff, Optimal approximations of the frequency moments of data streams, in: Proceedings of the 37th Annual ACM Symposium on Theory of Computing, 2005, pp. 202-208. (Pubitemid 43098588)
    • (2005) Proceedings of the Annual ACM Symposium on Theory of Computing , pp. 202-208
    • Indyk, P.1    Woodruff, D.2
  • 50
    • 33746031434 scopus 로고    scopus 로고
    • Sequential reservoir sampling with a nonuniform distribution
    • DOI 10.1145/1141885.1141891
    • M. Kolonko, and D. Wäsch Sequential reservoir sampling with a nonuniform distribution ACM Trans. Math. Software 32 2 2006 257 273 (Pubitemid 44076011)
    • (2006) ACM Transactions on Mathematical Software , vol.32 , Issue.2 , pp. 257-273
    • Kolonko, M.1    Wasch, D.2
  • 51
    • 26844503695 scopus 로고    scopus 로고
    • New streaming algorithms for counting triangles in graphs
    • Computing and Combinatorics: 11th Annual International Conference, COCOON 2005. Proceedings
    • H. Jowhari, M. Ghodsi, New streaming algorithms for counting triangles in graphs, in: Proceedings of the 11th COCOON, 2005, pp. 710-716. (Pubitemid 41450248)
    • (2005) Lecture Notes in Computer Science , vol.3595 , pp. 710-716
    • Jowhari, H.1    Ghodsi, M.2
  • 52
    • 33244489178 scopus 로고    scopus 로고
    • Maintaining Significant stream statistics over sliding windows
    • Proceedings of the Seventeenth Annual ACM-SIAM Symposium on Discrete Algorithms
    • L.K. Lee, H.F. Ting, Maintaining significant stream statistics over sliding windows, in: Proceedings of the 17th Annual ACM-SIAM Symposium on Discrete Algorithm, 2006, pp. 724-732. (Pubitemid 43275294)
    • (2006) Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms , pp. 724-732
    • Lee, L.K.1    Ting, H.F.2
  • 53
    • 0028756685 scopus 로고
    • Reservoir-sampling algorithms of time complexity O (n (1 + log (N / n)))
    • K. Li Reservoir-sampling algorithms of time complexity O (n (1 + log (N / n))) ACM Trans. Math. Software 20 4 December 1994 481 493
    • (1994) ACM Trans. Math. Software , vol.20 , Issue.4 , pp. 481-493
    • Li, K.1
  • 54
    • 19944368435 scopus 로고    scopus 로고
    • No pane, no gain: Efficient evaluation of sliding-window aggregates over data streams
    • J. Li, D. Maier, K. Tufte, V. Papadimos, P.A. Tucker, No pane, no gain: efficient evaluation of sliding-window aggregates over data streams, in: ACM SIGMOD Record, vol. 34, no. 1, 2005.
    • (2005) ACM SIGMOD Record , vol.34 , Issue.1
    • Li, J.1    Maier, D.2    Tufte, K.3    Papadimos, V.4    Tucker, P.A.5
  • 57
    • 26444454907 scopus 로고    scopus 로고
    • Density estimation for spatial data streams
    • Advances in Spatial and Temporal Databases: 9th International Symposium, SSTD 2005. Proceedings
    • C. Procopiuc, O. Procopiuc, Density estimation for spatial data streams, in: Proceedings of the 9th International Symposium on Spatial and Temporal Databases, 2005, pp. 109-126. (Pubitemid 41433161)
    • (2005) Lecture Notes in Computer Science , vol.3633 , pp. 109-126
    • Procopiuc, C.M.1    Procopiuc, O.2
  • 58
    • 33748098958 scopus 로고    scopus 로고
    • The DLT priority sampling is essentially optimal
    • STOC'06: Proceedings of the 38th Annual ACM Symposium on Theory of Computing
    • M. Szegedy, The DLT priority sampling is essentially optimal, in: Proceedings of the 38th Annual ACM Symposium on Theory of Computing, 2006, pp. 150-158. (Pubitemid 44306548)
    • (2006) Proceedings of the Annual ACM Symposium on Theory of Computing , vol.2006 , pp. 150-158
    • Szegedy, M.1
  • 60
    • 0022026217 scopus 로고
    • Random sampling with a reservoir
    • J.S. Vitter Random sampling with a reservoir ACM Trans. Math. Software 11 1 1985 37 57
    • (1985) ACM Trans. Math. Software , vol.11 , Issue.1 , pp. 37-57
    • Vitter, J.S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.