메뉴 건너뛰기




Volumn , Issue , 2011, Pages 745-754

Fast moment estimation in data streams in optimal space

Author keywords

data stream algorithms; frequency moments

Indexed keywords

COMPUTATION THEORY; VECTOR SPACES;

EID: 79959741836     PISSN: 07378017     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1993636.1993735     Document Type: Conference Paper
Times cited : (97)

References (54)
  • 1
    • 84949479246 scopus 로고    scopus 로고
    • On the surprising behavior of distance metrics in high dimensional spaces
    • C. C. Aggarwal, A. Hinneburg, and D. 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
    • 0344794028 scopus 로고    scopus 로고
    • Tracking join and self-join sizes in limited storage
    • N. Alon, P. B. Gibbons, Y. Matias, and M. Szegedy. Tracking join and self-join sizes in limited storage. J. Comput. Syst. Sci., 64(3):719-747, 2002.
    • (2002) J. Comput. Syst. Sci. , vol.64 , Issue.3 , pp. 719-747
    • Alon, N.1    Gibbons, P.B.2    Matias, Y.3    Szegedy, M.4
  • 3
    • 0033077324 scopus 로고    scopus 로고
    • The Space Complexity of Approximating the Frequency Moments
    • N. Alon, Y. Matias, and M. 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
    • 77951692788 scopus 로고    scopus 로고
    • Lower bounds for sparse recovery
    • K. D. Ba, P. Indyk, E. Price, and D. P. Woodruff. Lower bounds for sparse recovery. In SODA, pages 1190-1197, 2010.
    • (2010) SODA , pp. 1190-1197
    • Ba, K.D.1    Indyk, P.2    Price, E.3    Woodruff, D.P.4
  • 6
    • 3042569519 scopus 로고    scopus 로고
    • An information statistics approach to data stream and communication complexity
    • Z. Bar-Yossef, T. S. Jayram, R. Kumar, and D. Sivakumar. An information statistics approach to data stream and communication complexity. J. Comput. Syst. Sci., 68(4):702-732, 2004.
    • (2004) J. Comput. Syst. Sci. , vol.68 , Issue.4 , pp. 702-732
    • Bar-Yossef, Z.1    Jayram, T.S.2    Kumar, R.3    Sivakumar, D.4
  • 13
    • 70350688128 scopus 로고    scopus 로고
    • Numerical linear algebra in the streaming model
    • K. L. Clarkson and D. Woodruff. Numerical linear algebra in the streaming model. In STOC, 2009.
    • (2009) STOC
    • Clarkson, K.L.1    Woodruff, D.2
  • 14
    • 0036215013 scopus 로고    scopus 로고
    • Fast mining of massive tabular data via approximate distance computations
    • G. Cormode, P. Indyk, N. 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
    • 14844367057 scopus 로고    scopus 로고
    • An improved data stream summary: The count-min sketch and its applications
    • DOI 10.1016/j.jalgor.2003.12.001, PII S0196677403001913
    • G. Cormode and S. Muthukrishnan. An improved data stream summary: the count-min sketch and its applications. J. Algorithms, 55(1):58-75, 2005. (Pubitemid 40357145)
    • (2005) Journal of Algorithms , vol.55 , Issue.1 , pp. 58-75
    • Cormode, G.1    Muthukrishnan, S.2
  • 16
    • 33745615174 scopus 로고    scopus 로고
    • Summarizing and mining inverse distributions on data streams via dynamic inverse sampling
    • G. Cormode, S. Muthukrishnan, and I. 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
  • 18
    • 0037943836 scopus 로고    scopus 로고
    • An approximate L1-difference algorithm for massive data streams
    • J. Feigenbaum, S. Kannan, M. Strauss, and M. 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
  • 19
    • 0021467937 scopus 로고
    • Storing a sparse table with 0(1) worst case access time
    • M. L. Fredman, J. Komlós, and E. Szemerédi. Storing a sparse table with 0(1) worst case access time. J. ACM, 31(3):538-544, 1984.
    • (1984) J. ACM , vol.31 , Issue.3 , pp. 538-544
    • Fredman, M.L.1    Komlós, J.2    Szemerédi, E.3
  • 22
    • 0033188879 scopus 로고    scopus 로고
    • Sparse representations for image decompositions
    • DOI 10.1023/A:1008146126392
    • D. Geiger, T.-L. Liu, and M. J. Donahue. Sparse representations for image decompositions. International Journal of Computer Vision, 33(2):139-156, 1999. (Pubitemid 30532484)
    • (1999) International Journal of Computer Vision , vol.33 , Issue.2 , pp. 139-156
    • Geiger, D.1    Liu, T.-L.2    Donahue, M.J.3
  • 25
    • 84897581392 scopus 로고    scopus 로고
    • Sketching information divergences
    • S. Guha, P. Indyk, and A. McGregor. Sketching information divergences. Machine Learning, 72(1-2):5-19, 2008.
    • (2008) Machine Learning , vol.72 , Issue.1-2 , pp. 5-19
    • Guha, S.1    Indyk, P.2    McGregor, A.3
  • 27
    • 0001613468 scopus 로고
    • The best constants in the Khintchine inequality
    • U. Haagerup. The best constants in the Khintchine inequality. Studia Math., 70(3):231-283, 1982.
    • (1982) Studia Math. , vol.70 , Issue.3 , pp. 231-283
    • Haagerup, U.1
  • 29
    • 33746851190 scopus 로고    scopus 로고
    • Stable distributions, pseudorandom generators, embeddings, and data stream computation
    • P. 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
  • 30
    • 58449100249 scopus 로고    scopus 로고
    • Declaring independence via the sketching of sketches
    • P. Indyk and A. 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
  • 32
    • 70350585347 scopus 로고    scopus 로고
    • Hellinger strikes back: A note on the multi-party information complexity of AND
    • T. S. Jayram. Hellinger strikes back: A note on the multi-party information complexity of AND. In APPROX-RANDOM, pages 562-573, 2009.
    • (2009) APPROX-RANDOM , pp. 562-573
    • Jayram, T.S.1
  • 33
    • 70849086674 scopus 로고    scopus 로고
    • The one-way communication complexity of hamming distance
    • T. S. Jayram, R. Kumar, and D. Sivakumar. The one-way communication complexity of hamming distance. Theory of Computing, 4(1):129-135, 2008.
    • (2008) Theory of Computing , vol.4 , Issue.1 , pp. 129-135
    • Jayram, T.S.1    Kumar, R.2    Sivakumar, D.3
  • 35
    • 79959704946 scopus 로고    scopus 로고
    • A derandomized sparse Johnson-Lindenstrauss transform
    • abs/1006.3585v1
    • D. M. Kane and J. Nelson. A derandomized sparse Johnson-Lindenstrauss transform. CoRR, abs/1006.3585v1, 2010.
    • (2010) CoRR
    • Kane, D.M.1    Nelson, J.2
  • 39
    • 79959750921 scopus 로고    scopus 로고
    • On practical algorithms for entropy estimation and the improved sample complexity of compressed counting
    • abs/1004.3782
    • P. Li. On practical algorithms for entropy estimation and the improved sample complexity of compressed counting. CoRR, abs/1004.3782, 2010.
    • (2010) CoRR
    • Li, P.1
  • 42
    • 79959695311 scopus 로고    scopus 로고
    • A near-optimal algorithm for L1-difference
    • abs/0904.2027
    • J. Nelson and D. P. Woodruff. A near-optimal algorithm for L1-difference. CoRR, abs/0904.2027, 2009.
    • (2009) CoRR
    • Nelson, J.1    Woodruff, D.P.2
  • 43
    • 0000947929 scopus 로고
    • Pseudorandom generators for space-bounded computation
    • N. 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
  • 45
    • 55249124312 scopus 로고    scopus 로고
    • Uniform hashing in constant time and linear space
    • A. Pagh and R. 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
  • 47
    • 35348901208 scopus 로고    scopus 로고
    • Improved approximation algorithms for large matrices via random projections
    • IEEE Computer Society
    • T. Sarlós. Improved approximation algorithms for large matrices via random projections. In In Proc. 47th Annu. IEEE Sympos. Found. Comput. Sci, pages 143-152. IEEE Computer Society, 2006.
    • (2006) In Proc. 47th Annu. IEEE Sympos. Found. Comput. Sci , pp. 143-152
    • Sarlós, T.1
  • 51
    • 79959693365 scopus 로고    scopus 로고
    • World Scientific
    • M. Wong. Complex Analysis, volume 2. World Scientific, 2008.
    • (2008) Complex Analysis , vol.2
    • Wong, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.