Iceberg-cube Computation with PC Clusters

Summary: Iceberg-cube computation on cheap PC clusters; parallel RP, BPP, ASL, PT for online high-dim querying with constraints. Findings: PT default; ASL for balance; partition-materialization speeds iceberg queries; open issue: which partitions to materialize. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 3254
Venue: SIGMOD
Year: 2001
Pagerank: 4.3047774e-05
Overall Rank: 9,688 | 32.61%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
11,835	An Efficient MapReduce Cube Algorithm for Varied Data Distributions	2016	SIGMOD	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 12 of 12 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
11	Implementing Data Cubes Efficiently	1996	SIGMOD	0.0011708144
14	Online Aggregation	1997	SIGMOD	0.0010801504
247	On the Computation of Multidimensional Aggregates	1996	VLDB	0.00030927763
366	An Array-Based Algorithm for Simultaneous Multidimensional Aggregates	1997	SIGMOD	0.0002552977
472	Bottom-Up Computation of Sparse and Iceberg CUBEs	1999	SIGMOD	0.00022346384
597	Computing Iceberg Queries Efficiently	1998	VLDB	0.00019475592
681	Materialized View Selection in a Multidimensional Database	1997	VLDB	0.00018203591
767	Explaining differences in multidimensional aggregates	1999	VLDB	0.00016981309
1,021	Materialized View Selection for Multidimensional Datasets*	1998	VLDB	0.00014619259
1,191	Fast Computation of Sparse Datacubes	1997	VLDB	0.00013434201
1,626	Exploratory Mining and Pruning Optimizations of Constrained Association Rules	1998	SIGMOD	0.00011094469
9,131	Dynamic Load Balancing for Parallel Association Rule Mining on Heterogeneous PC Cluster System	1999	VLDB	4.3899185e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
12,690	Hierarchical Compact Cube for Range-Max Queries	2000	VLDB	4.1945683e-05
3,498	Cubetree: Organization of and Bulk Incremental Updates on the Data Cube	1997	SIGMOD	7.0389539e-05
4,444	Hierarchical Cubes for Range-Sum Queries	1999	VLDB	6.1831691e-05
1,191	Fast Computation of Sparse Datacubes	1997	VLDB	0.00013434201
3,157	High-Dimensional OLAP: A Minimal Cubing Approach	2004	VLDB	7.4656511e-05
597	Computing Iceberg Queries Efficiently	1998	VLDB	0.00019475592
247	On the Computation of Multidimensional Aggregates	1996	VLDB	0.00030927763
2,190	Star-Cubing: Computing Iceberg Cubes by Top-Down and Bottom-Up Integration	2003	VLDB	9.3317645e-05
1,955	Efficient Computation of Iceberg Cubes with Complex Measures	2001	SIGMOD	9.9629452e-05
472	Bottom-Up Computation of Sparse and Iceberg CUBEs	1999	SIGMOD	0.00022346384