메뉴 건너뛰기




Volumn , Issue , 2010, Pages 99-109

Fast Manhattan sketches in data streams

Author keywords

clustering; data mining; sketching; streaming

Indexed keywords

ARBITRARY NUMBER; CLUSTERING DATA; DATA STREAM; MANHATTANS; NEAREST NEIGHBOR SEARCH; NETWORK MONITORING; POLY-LOGARITHMIC FACTORS; STREAMING ALGORITHM;

EID: 77954738941     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1807085.1807101     Document Type: Conference Paper
Times cited : (26)

References (57)
  • 1
    • 84949479246 scopus 로고    scopus 로고
    • On the surprising behavior of distance metrics in high dimensional spaces
    • Charu C. Aggarwal, Alexander Hinneburg, and Daniel A. Keim. On the surprising behavior of distance metrics in high dimensional spaces. In ICDT, pages 420-434, 2001.
    • (2001) ICDT , pp. 420-434
    • Aggarwal, C.C.1    Hinneburg, A.2    Keim, D.A.3
  • 2
    • 0002644607 scopus 로고
    • Fast similarity search in the presence of noise, scaling, and translation in time-series databases
    • Rakesh Agrawal, King-Ip Lin, Harpreet S. Sawhney, and Kyuseok Shim. Fast similarity search in the presence of noise, scaling, and translation in time-series databases. In VLDB, pages 490-501, 1995.
    • (1995) VLDB , pp. 490-501
    • Agrawal, R.1    Lin, K.-I.2    Sawhney, H.S.3    Shim, K.4
  • 3
    • 0033077324 scopus 로고    scopus 로고
    • The Space Complexity of Approximating the Frequency Moments
    • Noga Alon, Yossi Matias, and Mario Szegedy. The Space Complexity of Approximating the Frequency Moments. J. Comput. Syst. Sci., 58(1):137-147, 1999.
    • (1999) J. Comput. Syst. Sci. , vol.58 , Issue.1 , pp. 137-147
    • Alon, N.1    Matias, Y.2    Szegedy, M.3
  • 4
    • 70350645443 scopus 로고    scopus 로고
    • Space-optimal heavy hitters with strong error bounds
    • Radu Berinde, Graham Cormode, Piotr Indyk, and Martin J. Strauss. Space-optimal heavy hitters with strong error bounds. In PODS, pages 157-166, 2009.
    • (2009) PODS , pp. 157-166
    • Berinde, R.1    Cormode, G.2    Indyk, P.3    Strauss, M.J.4
  • 5
    • 0008707038 scopus 로고    scopus 로고
    • Bottom-up computation of sparse and iceberg cubes
    • Kevin S. Beyer and Raghu Ramakrishnan. Bottom-up computation of sparse and iceberg cubes. In SIGMOD Conference, pages 359-370, 1999.
    • (1999) SIGMOD Conference , pp. 359-370
    • Beyer, K.S.1    Ramakrishnan, R.2
  • 9
    • 77954717042 scopus 로고    scopus 로고
    • Cisco NetFlow. http://www.cisco.com/go/netflow.
  • 13
    • 33745595658 scopus 로고    scopus 로고
    • Sketching streams through the net: Distributed approximate query tracking
    • Graham Cormode and Minos N. Garofalakis. Sketching streams through the net: Distributed approximate query tracking. In VLDB, pages 13-24, 2005.
    • (2005) VLDB , pp. 13-24
    • Cormode, G.1    Garofalakis, M.N.2
  • 14
    • 0036215013 scopus 로고    scopus 로고
    • Fast mining of massive tabular data via approximate distance computations
    • Graham Cormode, Piotr Indyk, Nick Koudas, and S. Muthukrishnan. Fast mining of massive tabular data via approximate distance computations. In ICDE, pages 605-, 2002.
    • (2002) ICDE , pp. 605
    • Cormode, G.1    Indyk, P.2    Koudas, N.3    Muthukrishnan, S.4
  • 15
    • 33846219851 scopus 로고    scopus 로고
    • Space- and time-efficient deterministic algorithms for biased quantiles over data streams
    • Graham Cormode, Flip Korn, S. Muthukrishnan, and Divesh Srivastava. Space- and time-efficient deterministic algorithms for biased quantiles over data streams. In PODS, pages 263-272, 2006.
    • (2006) PODS , pp. 263-272
    • Cormode, G.1    Korn, F.2    Muthukrishnan, S.3    Srivastava, D.4
  • 16
    • 57349194276 scopus 로고    scopus 로고
    • Time-decaying aggregates in out-of-order streams
    • Graham Cormode, Flip Korn, and Srikanta Tirthapura. Time-decaying aggregates in out-of-order streams. In PODS, pages 89-98, 2008.
    • (2008) PODS , pp. 89-98
    • Cormode, G.1    Korn, F.2    Tirthapura, S.3
  • 17
    • 14844367057 scopus 로고    scopus 로고
    • An improved data stream summary: The count-min sketch and its applications
    • Graham Cormode and S. Muthukrishnan. An improved data stream summary: the count-min sketch and its applications. J. Algorithms, 55(1):58-75, 2005.
    • (2005) J. Algorithms , vol.55 , Issue.1 , pp. 58-75
    • Cormode, G.1    Muthukrishnan, S.2
  • 19
    • 23944436942 scopus 로고    scopus 로고
    • What's hot and what's not: Tracking most frequent items dynamically
    • Graham Cormode and S. Muthukrishnan. What's hot and what's not: tracking most frequent items dynamically. ACM Trans. Database Syst., 30(1):249-278, 2005.
    • (2005) ACM Trans. Database Syst. , vol.30 , Issue.1 , pp. 249-278
    • Cormode, G.1    Muthukrishnan, S.2
  • 20
    • 33745615174 scopus 로고    scopus 로고
    • Summarizing and mining inverse distributions on data streams via dynamic inverse sampling
    • Graham Cormode, S. Muthukrishnan, and Irina Rozenbaum. Summarizing and mining inverse distributions on data streams via dynamic inverse sampling. In VLDB, pages 25-36, 2005.
    • (2005) VLDB , pp. 25-36
    • Cormode, G.1    Muthukrishnan, S.2    Rozenbaum, I.3
  • 23
    • 0037943836 scopus 로고    scopus 로고
    • An approximate L1-difference algorithm for massive data streams
    • Joan Feigenbaum, Sampath Kannan, Martin Strauss, and Mahesh Viswanathan. An approximate L1-difference algorithm for massive data streams. SIAM J. Comput., 32(1):131-151, 2002.
    • (2002) SIAM J. Comput. , vol.32 , Issue.1 , pp. 131-151
    • Feigenbaum, J.1    Kannan, S.2    Strauss, M.3    Viswanathan, M.4
  • 25
    • 77954704473 scopus 로고    scopus 로고
    • personal communication
    • Sumit Ganguly. personal communication.
    • Ganguly, S.1
  • 28
    • 35448971851 scopus 로고    scopus 로고
    • One sketch for all: Fast algorithms for compressed sensing
    • Anna C. Gilbert, Martin J. Strauss, Joel A. Tropp, and Roman Vershynin. One sketch for all: fast algorithms for compressed sensing. In STOC, pages 237-246, 2007.
    • (2007) STOC , pp. 237-246
    • Gilbert, A.C.1    Strauss, M.J.2    Tropp, J.A.3    Vershynin, R.4
  • 29
    • 0034825777 scopus 로고    scopus 로고
    • Efficient computation of iceberg cubes with complex measures
    • Jiawei Han, Jian Pei, Guozhu Dong, and Ke Wang. Efficient computation of iceberg cubes with complex measures. In SIGMOD Conference, pages 1-12, 2001.
    • (2001) SIGMOD Conference , pp. 1-12
    • Han, J.1    Pei, J.2    Dong, G.3    Wang, K.4
  • 31
    • 33746851190 scopus 로고    scopus 로고
    • Stable distributions, pseudorandom generators, embeddings, and data stream computation
    • Piotr Indyk. Stable distributions, pseudorandom generators, embeddings, and data stream computation. J. ACM, 53(3):307-323, 2006.
    • (2006) J. ACM , vol.53 , Issue.3 , pp. 307-323
    • Indyk, P.1
  • 32
    • 58449100249 scopus 로고    scopus 로고
    • Declaring independence via the sketching of sketches
    • Piotr Indyk and Andrew McGregor. Declaring independence via the sketching of sketches. In SODA, pages 737-745, 2008.
    • (2008) SODA , pp. 737-745
    • Indyk, P.1    McGregor, A.2
  • 33
    • 33745565439 scopus 로고    scopus 로고
    • Polylogarithmic private approximations and efficient matching
    • Piotr Indyk and David P. Woodruff. Polylogarithmic private approximations and efficient matching. In TCC, pages 245-264, 2006.
    • (2006) TCC , pp. 245-264
    • Indyk, P.1    Woodruff, D.P.2
  • 37
    • 51249083269 scopus 로고    scopus 로고
    • Datalite: A distributed architecture for traffic analysis via light-weight traffic digest
    • Wing Cheong Lau, Murali S. Kodialam, T. V. Lakshman, and H. Jonathan Chao. Datalite: a distributed architecture for traffic analysis via light-weight traffic digest. In BROADNETS, pages 622-630, 2007.
    • (2007) BROADNETS , pp. 622-630
    • Lau, W.C.1    Kodialam, M.S.2    Lakshman, T.V.3    Jonathan Chao, H.4
  • 40
    • 33749573641 scopus 로고    scopus 로고
    • Very sparse random projections
    • Ping Li, Trevor Hastie, and Kenneth Ward Church. Very sparse random projections. In KDD, pages 287-296, 2006.
    • (2006) KDD , pp. 287-296
    • Li, P.1    Hastie, T.2    Church, K.W.3
  • 41
    • 0001352378 scopus 로고
    • Breakdown points of affine equivalent estimators of multivarite location and covariance matrices
    • Hendrik P. Lopuhaä and Peter J. Rousseeuw. Breakdown points of affine equivalent estimators of multivarite location and covariance matrices. Annals of Statistics, 19(1):229-248, 1991.
    • (1991) Annals of Statistics , vol.19 , Issue.1 , pp. 229-248
    • Lopuhaä, H.P.1    Rousseeuw, P.J.2
  • 46
    • 0000947929 scopus 로고
    • Pseudorandom generators for space-bounded computation
    • Noam Nisan. Pseudorandom generators for space-bounded computation. Combinatorica, 12(4):449-461, 1992.
    • (1992) Combinatorica , vol.12 , Issue.4 , pp. 449-461
    • Nisan, N.1
  • 47
    • 77952384447 scopus 로고    scopus 로고
    • Open Problems in Data Streams and Related Topics
    • Open Problems in Data Streams and Related Topics. IITK Workshop on Algorithms for Data Streams, 2006. http://www.cse.iitk.ac.in/users/sganguly/ data-stream-probs.pdf.
    • (2006) IITK Workshop on Algorithms for Data Streams
  • 48
    • 55249124312 scopus 로고    scopus 로고
    • Uniform hashing in constant time and linear space
    • Anna Pagh and Rasmus Pagh. Uniform hashing in constant time and linear space. SIAM J. Comput., 38(1):85-96, 2008.
    • (2008) SIAM J. Comput. , vol.38 , Issue.1 , pp. 85-96
    • Pagh, A.1    Pagh, R.2
  • 53
    • 77954723367 scopus 로고    scopus 로고
    • Manuscript
    • Salil P. Vadhan. Pseudorandomness II. Manuscript. http://people.seas. harvard.edu/~salil/cs225/spring09/lecnotes/FnTTCS-vol2.pdf.
    • Pseudorandomness II
    • Vadhan, S.P.1
  • 54
    • 0000281286 scopus 로고
    • Sur le point pour lequel la somme des distances de n points donnes est minimum
    • Endre V. Weiszfeld. Sur le point pour lequel la somme des distances de n points donnes est minimum. Tohoku Math, 43:355-386, 1937.
    • (1937) Tohoku Math , vol.43 , pp. 355-386
    • Weiszfeld, E.V.1
  • 57
    • 0008693810 scopus 로고    scopus 로고
    • Fast time sequence indexing for arbitrary Lp norms
    • Byoung-Kee Yi and Christos Faloutsos. Fast time sequence indexing for arbitrary Lp norms. In VLDB, pages 385-394, 2000.
    • (2000) VLDB , pp. 385-394
    • Yi, B.-K.1    Faloutsos, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.