Mining frequent itemsets over distributed data streams by continuously maintaining a global synopsis

En Tzu Wang; Arbee L. P. Chen

doi:10.1007/s10618-010-0204-8

Mining frequent itemsets over distributed data streams by continuously maintaining a global synopsis

Data Mining and Knowledge Discovery ◽

10.1007/s10618-010-0204-8 ◽

2010 ◽

Vol 23 (2) ◽

pp. 252-299 ◽

Cited By ~ 7

Author(s):

En Tzu Wang ◽

Arbee L. P. Chen

Keyword(s):

Data Streams ◽

Frequent Itemsets ◽

Distributed Data ◽

Distributed Data Streams ◽

Mining Frequent Itemsets

Download Full-text

Continuous Prediction of Closed Frequent Itemsets from High speed Distributed Data Streams using Parallel Mining on Manifold Windows with Varying Size

International Journal of Computer Applications ◽

10.5120/17662-8479 ◽

2014 ◽

Vol 101 (2) ◽

pp. 34-40

Author(s):

V. SiddaReddy ◽

T.V. Rao ◽

A.Govardhan A.Govardhan

Keyword(s):

Data Streams ◽

High Speed ◽

Frequent Itemsets ◽

Distributed Data ◽

Closed Frequent Itemsets ◽

Distributed Data Streams ◽

Parallel Mining

Download Full-text

Sliding window top-k dominating query processing over distributed data streams

Distributed and Parallel Databases ◽

10.1007/s10619-015-7187-9 ◽

2015 ◽

Vol 34 (4) ◽

pp. 535-566 ◽

Cited By ~ 6

Author(s):

Daichi Amagata ◽

Takahiro Hara ◽

Shojiro Nishio

Keyword(s):

Query Processing ◽

Data Streams ◽

Sliding Window ◽

Distributed Data ◽

Distributed Data Streams

Download Full-text

Sliding Window Top-K Monitoring over Distributed Data Streams

Web and Big Data - Lecture Notes in Computer Science ◽

10.1007/978-3-319-63579-8_40 ◽

2017 ◽

pp. 527-540 ◽

Cited By ~ 3

Author(s):

Zhijin Lv ◽

Ben Chen ◽

Xiaohui Yu

Keyword(s):

Data Streams ◽

Sliding Window ◽

Distributed Data ◽

Distributed Data Streams

Download Full-text

A Sketch-Based Architecture for Mining Frequent Items and Itemsets from Distributed Data Streams

2011 11th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing ◽

10.1109/ccgrid.2011.45 ◽

2011 ◽

Cited By ~ 3

Author(s):

Eugenio Cesario ◽

Antonio Grillo ◽

Carlo Mastroianni ◽

Domenico Talia

Keyword(s):

Data Streams ◽

Distributed Data ◽

Distributed Data Streams ◽

Frequent Items

Download Full-text

Distributed Data Streams

Encyclopedia of Database Systems ◽

10.1007/978-1-4614-8265-9_137 ◽

2018 ◽

pp. 1162-1170

Author(s):

Minos Garofalakis

Keyword(s):

Data Streams ◽

Distributed Data ◽

Distributed Data Streams

Download Full-text

Mining Distributed Data Streams on Content Delivery Networks

Advanced Content Delivery, Streaming, and Cloud Services ◽

10.1002/9781118909690.ch14 ◽

2014 ◽

pp. 273-287

Author(s):

Eugenio Cesario ◽

Carlo Mastroianni ◽

Domenico Talia

Keyword(s):

Data Streams ◽

Content Delivery ◽

Distributed Data ◽

Content Delivery Networks ◽

Distributed Data Streams ◽

Delivery Networks

Download Full-text

Summarizing Distributed Data Streams for Storage in Data Warehouses

Data Warehousing and Knowledge Discovery - Lecture Notes in Computer Science ◽

10.1007/978-3-540-85836-2_7 ◽

2008 ◽

pp. 65-74 ◽

Cited By ~ 8

Author(s):

Raja Chiky ◽

Georges Hébrail

Keyword(s):

Data Streams ◽

Distributed Data ◽

Data Warehouses ◽

Distributed Data Streams

Download Full-text

Mining Frequent Itemsets from Sparse Data Streams in Limited Memory Environments

Web-Age Information Management - Lecture Notes in Computer Science ◽

10.1007/978-3-642-38562-9_5 ◽

2013 ◽

pp. 51-57 ◽

Cited By ~ 6

Author(s):

Juan J. Cameron ◽

Alfredo Cuzzocrea ◽

Fan Jiang ◽

Carson K. Leung

Keyword(s):

Data Streams ◽

Sparse Data ◽

Frequent Itemsets ◽

Limited Memory ◽

Mining Frequent Itemsets

Download Full-text

SuffixMiner: Efficiently Mining Frequent Itemsets in Data Streams by Suffix-Forest

Fuzzy Systems and Knowledge Discovery - Lecture Notes in Computer Science ◽

10.1007/11540007_72 ◽

2005 ◽

pp. 592-595

Author(s):

Lifeng Jia ◽

Chunguang Zhou ◽

Zhe Wang ◽

Xiujuan Xu

Keyword(s):

Data Streams ◽

Frequent Itemsets ◽

Mining Frequent Itemsets

Download Full-text

Research on Prediction Models over Distributed Data Streams

Web Information Systems – WISE 2006 Workshops - Lecture Notes in Computer Science ◽

10.1007/11906070_3 ◽

2006 ◽

pp. 25-36 ◽

Cited By ~ 2

Author(s):

Li Tian ◽

AiPing Li ◽

Peng Zou

Keyword(s):

Data Streams ◽

Prediction Models ◽

Distributed Data ◽

Distributed Data Streams

Download Full-text