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DAWAK
2008
Springer
15 years 5 months ago
Efficient Approximate Mining of Frequent Patterns over Transactional Data Streams
Abstract. We investigate the problem of finding frequent patterns in a continuous stream of transactions. It is recognized that the approximate solutions are usually sufficient and...
Willie Ng, Manoranjan Dash
ICDE
2009
IEEE
179views Database» more  ICDE 2009»
15 years 11 months ago
Self-Tuning, Bandwidth-Aware Monitoring for Dynamic Data Streams
— We present SMART, a self-tuning, bandwidth-aware monitoring system that maximizes result precision of continuous aggregate queries over dynamic data streams. While prior approa...
Navendu Jain, Praveen Yalagandula, Michael Dahlin,...
FOCS
2000
IEEE
15 years 8 months ago
Stable Distributions, Pseudorandom Generators, Embeddings and Data Stream Computation
In this article, we show several results obtained by combining the use of stable distributions with pseudorandom generators for bounded space. In particular: —We show that, for a...
Piotr Indyk
JNCA
2007
80views more  JNCA 2007»
15 years 3 months ago
High-speed routers design using data stream distributor unit
As the line rates standards are changing frequently to provide higher bit rates, the routers design has become very challenging due to the need for new wire-speed router’s netwo...
Ali El Kateeb
KDD
2004
ACM
135views Data Mining» more  KDD 2004»
16 years 4 months ago
On demand classification of data streams
Charu C. Aggarwal, Jiawei Han, Jianyong Wang, Phil...