CMD: A Multidimensional Declustering Method for Parallel Database Systems
Summary: CMD: coordinate modulo declustering for multidimensional data on parallel disks. It enables optimal parallelism for multidimensional range queries under stationary distributions, with exact conditions, bounds, and practical processing and maintenance algorithms. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Jianzhong Li (Heilongjiang University; University of Minnesota)
- 2. Jaideep Srivastava (University of Minnesota)
- 3. Doron Rotem (Lawrence Berkeley National Laboratory; San Jose State University; University of Minnesota)
BibTeX Citation
@article{li_vldb92,
title = {{CMD: A Multidimensional Declustering Method for Parallel Database Systems}},
author = {Li, Jianzhong and Srivastava, Jaideep and Rotem, Doron},
journal = {PVLDB},
series = {{VLDB} '92},
year = {1992}
}Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 12,636 | InfiniteDB: a PC-Cluster based Parallel Massive Database Management System | 2007 | SIGMOD | 5.093636e-05 |
| 12,835 | From Discrepancy to Declustering: Near-optimal multidimensional declustering strategies for range queries [Extended Abstract] | 2002 | PODS | 5.093636e-05 |
| 13,054 | Algorithms for Loading Parallel Grid Files | 1993 | SIGMOD | 5.093636e-05 |
| 13,068 | Hamming Filter: A Dynamic Signature File Organization for Parallel Stores | 1993 | VLDB | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 52 | GAMMA - A High Performance Dataflow Database Machine | 1986 | VLDB | 0.00041107291 |
| 133 | A Case for Redundant Arrays of Inexpensive Disks (RAID) | 1988 | SIGMOD | 0.00030370315 |
| 188 | Data Placement In Bubba | 1988 | SIGMOD | 0.00026126036 |
| 1,918 | Optimal File Distribution For Partial Match Retrieval | 1988 | SIGMOD | 9.4857996e-05 |
| 3,403 | Declustering Using Error Correcting Codes | 1989 | PODS | 7.4414918e-05 |
| 3,754 | An Adaptive Data Placement Scheme for Parallel Database Computer Systems | 1990 | VLDB | 7.1502658e-05 |
| 5,120 | Multi-Disk B-trees | 1991 | SIGMOD | 6.3577476e-05 |
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|---|---|---|---|---|
| 1 | 7,770 | Automated design of multidimensional clustering tables for relational databases | 2004 | VLDB |
| 2 | 2,337 | Multi-dimensional Resource Scheduling for Parallel Queries | 1996 | SIGMOD |
| 3 | 6,619 | (Almost) Optimal Parallel Block Access for Range Queries | 2000 | PODS |
| 4 | 995 | Multi-Dimensional Database Allocation for Parallel Data Warehouses | 2000 | VLDB |
| 5 | 3,796 | Efficient Query Processing for Multi-Dimensionally Clustered Tables in DB2 | 2003 | VLDB |
| 6 | 3,754 | An Adaptive Data Placement Scheme for Parallel Database Computer Systems | 1990 | VLDB |
| 7 | 12,835 | From Discrepancy to Declustering: Near-optimal multidimensional declustering strategies for range queries [Extended Abstract] | 2002 | PODS |
| 8 | 13,874 | Replicated Declustering of Spatial Data | 2004 | PODS |
| 9 | 2,613 | A Performance Analysis of Alternative Multi-Attribute Declustering Strategies | 1992 | SIGMOD |
| 10 | 8,472 | Declustering Databases on Heterogeneous Disk Systems | 1995 | VLDB |