Scalable Parallel Data Mining for Association Rules

Summary: Two parallel algorithms for scalable association-rule mining. Intelligent Data Distribution partitions candidates with efficient IPC; Hybrid Distribution adds dynamic load balancing, yielding linear scaling and higher rule yield per scan on Cray T3D. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 2954
Venue: SIGMOD
Year: 1997
Pagerank: 6.3818994e-05
Overall Rank: 4,169 | 71.03%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,609	Exploratory Mining and Pruning Optimizations of Constrained Association Rules	1998	SIGMOD	0.00011166163
9,131	Dynamic Load Balancing for Parallel Association Rule Mining on Heterogeneous PC Cluster System	1999	VLDB	4.3857111e-05
12,738	Parallel Mining Algorithms for Generalized Association Rules with Classification Hierarchy	1998	SIGMOD	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 6 of 6 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
13	Mining Association Rules between Sets of Items in Large Databases	1993	SIGMOD	0.0010863639
36	Fast Algorithms for Mining Association Rules	1994	VLDB	0.00076114894
229	Discovery of Multiple-Level Association Rules from Large Databases	1995	VLDB	0.0003226623
404	Mining Generalized Association Rules	1995	VLDB	0.00024159651
546	An Efficient Algorithm for Mining Association Rules in Large Databases	1995	VLDB	0.00020410312
1,259	Dbms Research At A Crossroads: The Vienna Update	1993	VLDB	0.00012996412

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
3,870	A New SQL-like Operator for Mining Association Rules	1996	VLDB	6.6763843e-05
229	Discovery of Multiple-Level Association Rules from Large Databases	1995	VLDB	0.0003226623
473	Sampling Large Databases for Association Rules	1996	VLDB	0.00022304724
13	Mining Association Rules between Sets of Items in Large Databases	1993	SIGMOD	0.0010863639
117	An Effective Hash-Based Algorithm for Mining Association Rules	1995	SIGMOD	0.00045914132
9,131	Dynamic Load Balancing for Parallel Association Rule Mining on Heterogeneous PC Cluster System	1999	VLDB	4.3857111e-05
546	An Efficient Algorithm for Mining Association Rules in Large Databases	1995	VLDB	0.00020410312
36	Fast Algorithms for Mining Association Rules	1994	VLDB	0.00076114894
13,831	Communication-Efficient Distributed Mining of Association Rules	2001	SIGMOD	-
12,738	Parallel Mining Algorithms for Generalized Association Rules with Classification Hierarchy	1998	SIGMOD	4.1905499e-05