-
1
-
-
79551557610
-
An information-theoretic approach to detecting changes in multidimensional data streams
-
T. Dasu, S. Krishnan, S. Venkatasubramanian, and K. Yi, "An information-theoretic approach to detecting changes in multidimensional data streams, " in In Proc. Symp. on the Interface of Statistics, Computing Science, and Applications, 2006.
-
(2006)
Proc. Symp. on the Interface of Statistics, Computing Science, and Applications
-
-
Dasu, T.1
Krishnan, S.2
Venkatasubramanian, S.3
Yi, K.4
-
2
-
-
85085251984
-
Spark: Cluster computing with working sets
-
M. Zaharia, M. Chowdhury, M. J. Franklin, S. Shenker, and I. Stoica, "Spark: Cluster Computing with Working Sets, " in Proceedings of the 2Nd USENIX Conference on Hot Topics in Cloud Computing, 2010, pp. 10-10.
-
(2010)
Proceedings of the 2Nd USENIX Conference on Hot Topics in Cloud Computing
, pp. 10
-
-
Zaharia, M.1
Chowdhury, M.2
Franklin, M.J.3
Shenker, S.4
Stoica, I.5
-
3
-
-
85053220546
-
HOS-Miner: A system for detecting outlyting subspaces of high-dimensional data
-
Toronto, Canada
-
J. Zhang, M. Lou, T. W. Ling, and H. Wang, "HOS-Miner: A system for detecting outlyting subspaces of high-dimensional data, " in Proceedings of the 30th International Conference on Very Large Databases, Toronto, Canada, 2004, pp. 1265-1268.
-
(2004)
Proceedings of the 30th International Conference on Very Large Databases
, pp. 1265-1268
-
-
Zhang, J.1
Lou, M.2
Ling, T.W.3
Wang, H.4
-
4
-
-
85011049882
-
Mining approximate top-k subspace anomalies in multi-dimensional time-series data
-
Vienna, Austria, September 23-27, 2007
-
X. Li and J. Han, "Mining approximate top-k subspace anomalies in multi-dimensional time-series data, " in Proceedings of the 33rd International Conference on Very Large Data Bases, Vienna, Austria, September 23-27, 2007, 2007, pp. 447-458.
-
(2007)
Proceedings of the 33rd International Conference on Very Large Data Bases
, pp. 447-458
-
-
Li, X.1
Han, J.2
-
5
-
-
84963778544
-
Detecting and classifying anomalous behavior in spatiotemporal network data
-
New York, NY
-
W. C. Young, J. E. Blumenstock, E. B. Fox, and T. H. Mccormick, "Detecting and classifying anomalous behavior in spatiotemporal network data, " in The 20th ACM Conference on Knowledge Discovery and Mining (KDD '14), Workshop on Data Science for Social Good, New York, NY, 2014.
-
(2014)
The 20th ACM Conference on Knowledge Discovery and Mining (KDD '14), Workshop on Data Science for Social Good
-
-
Young, W.C.1
Blumenstock, J.E.2
Fox, E.B.3
Mccormick, T.H.4
-
6
-
-
84959505571
-
Outlier detection for temporal data: A survey
-
M. Gupta, J. Gao, C. C. Aggarwal, and J. Han, "Outlier detection for temporal data: A survey, " IEEE Transactions on Knowledge and Data Engineering, vol. 25, no. 1, pp. 1-1, 2014.
-
(2014)
IEEE Transactions on Knowledge and Data Engineering
, vol.25
, Issue.1
, pp. 1
-
-
Gupta, M.1
Gao, J.2
Aggarwal, C.C.3
Han, J.4
-
8
-
-
0036767270
-
Maintaining stream statistics over sliding windows
-
M. Datar, A. Gionis, P. Indyk, and R. Motwani, "Maintaining stream statistics over sliding windows, " SIAM Journal on Computing, vol. 31, pp. 1794-1813, 2002.
-
(2002)
SIAM Journal on Computing
, vol.31
, pp. 1794-1813
-
-
Datar, M.1
Gionis, A.2
Indyk, P.3
Motwani, R.4
-
9
-
-
84872764287
-
Sketch-based querying of distributed sliding-window data streams
-
O. Papapetrou, M. Garofalakis, and A. Deligiannakis, "Sketch-based querying of distributed sliding-window data streams, " in Proceedings of the VLDB Endowment, vol. 5, 2012, pp. 992-1003.
-
(2012)
Proceedings of the VLDB Endowment
, vol.5
, pp. 992-1003
-
-
Papapetrou, O.1
Garofalakis, M.2
Deligiannakis, A.3
-
10
-
-
14844367057
-
An improved data stream summary: The count-min sketch and its applications
-
G. Cormode and S. Muthukrishnan, "An improved data stream summary: The count-min sketch and its applications, " Journal of Algorithms, vol. 55, no. 1, pp. 58-75, 2005.
-
(2005)
Journal of Algorithms
, vol.55
, Issue.1
, pp. 58-75
-
-
Cormode, G.1
Muthukrishnan, S.2
-
12
-
-
0001927585
-
On information and sufficiency
-
03
-
S. Kullback and R. A. Leibler, "On information and sufficiency, " Ann. Math. Statist., vol. 22, no. 1, pp. 79-86, 03 1951.
-
(1951)
Ann. Math. Statist.
, vol.22
, Issue.1
, pp. 79-86
-
-
Kullback, S.1
Leibler, R.A.2
-
13
-
-
85040175609
-
Resilient distributed datasets: A fault-tolerant abstraction for in-memory cluster computing
-
M. Zaharia, M. Chowdhury, T. Das, A. Dave, M. McCauley, M. J. Franklin, S. Shenker, and I. Stoica, "Resilient distributed datasets: A fault-tolerant abstraction for in-memory cluster computing, " in NSDI'12 Proceedings of the 9th USENIX conference on Networked Systems Design and Implementation, 2012, pp. 2-2.
-
(2012)
NSDI'12 Proceedings of the 9th USENIX Conference on Networked Systems Design and Implementation
, pp. 2
-
-
Zaharia, M.1
Chowdhury, M.2
Das, T.3
Dave, A.4
McCauley, M.5
Franklin, M.J.6
Shenker, S.7
Stoica, I.8
-
14
-
-
84889637396
-
Discretized streams: Fault-tolerant streaming computation at scale
-
M. Zaharia, T. Das, H. Li, T. Hunter, S. Shenker, and I. Stoica, "Discretized streams: fault-tolerant streaming computation at scale, " in SOSP '13 Proceedings of the Twenty-Fourth ACM Symposium on Operating Systems Principles, 2013, pp. 423-438.
-
(2013)
SOSP '13 Proceedings of the Twenty-Fourth ACM Symposium on Operating Systems Principles
, pp. 423-438
-
-
Zaharia, M.1
Das, T.2
Li, H.3
Hunter, T.4
Shenker, S.5
Stoica, I.6
-
15
-
-
84963767683
-
-
The Apache Software Foundation
-
The Apache Software Foundation, "Apache Avro, " 2015. [Online]. Available: https://avro. Apache. org/
-
(2015)
Apache Avro
-
-
-
16
-
-
84963720328
-
-
The Apache Software Foundation
-
The Apache Software Foundation, "Apache Kafka, " 2015. [Online]. Available: https://kafka. Apache. org/
-
(2015)
Apache Kafka
-
-
|