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Data Placement In Bubba

Summary: Data placement in Bubba uses a heuristic declustering strategy to balance load. Results: declustering boosts balance but can reduce throughput for complex joins due to inter-node comms and startup/teardown overhead; argues for early, adaptable declustering and stats. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
2443
Venue
SIGMOD
Year
1988
Pagerank
0.00026126036
Overall Rank
188 | 98.72%
DOI
10.1145/50202.50213

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{copeland_sigmod88,
        title = {{Data Placement In Bubba}},
        author = {Copeland, George and Alexander, William and Boughter, Ellen and Keller, Tom},
        series = {{SIGMOD} '88},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/50202.50213},
        url = {https://dl.acm.org/doi/10.1145/50202.50213},
        year = {1988}
}

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Showing 38 of 38 citing papers.

Rank Citing Paper Year Venue Pagerank
12 C-Store: A Column-oriented DBMS 2005 VLDB 0.00069513174
246 Automating Physical Database Design in a Parallel Database 2002 SIGMOD 0.00023457421
394 A Case for Fractured Mirrors 2002 VLDB 0.00019306179
471 Skew-Aware Automatic Database Partitioning in Shared-Nothing, Parallel OLTP Systems 2012 SIGMOD 0.0001793564
781 Self-tuning Database Technology and Information Services: from Wishful Thinking to Viable Engineering 2002 VLDB 0.00014085674
811 A Taxonomy and Performance Model of Data Skew Effects in Parallel Joins 1991 VLDB 0.00013859761
830 Exploiting Inter-Operation Parallelism in XPRS 1992 SIGMOD 0.00013761367
904 Tradeoffs in Processing Complex Join Queries via Hashing in Multiprocessor Database Machines 1990 VLDB 0.00013319798
995 Multi-Dimensional Database Allocation for Parallel Data Warehouses 2000 VLDB 0.00012758724
1,271 Hybrid-Range Partitioning Strategy: A New Declustering Strategy for Multiprocessor Database Machines 1990 VLDB 0.0001138443
1,438 Online Balancing of Range-Partitioned Data with Applications to Peer-to-Peer Systems 2004 VLDB 0.00010787388
1,508 Sorting And Indexing With Partitioned B-Trees 2003 CIDR 0.00010540965
2,184 Managing Memory to Meet Multiclass Workload Response Time Goals 1993 VLDB 9.0045033e-05
2,456 WATCHMAN: A Data Warehouse Intelligent Cache Manager 1996 VLDB 8.5526697e-05
2,466 Goal-Oriented Buffer Management Revisited* 1996 SIGMOD 8.5428771e-05
2,613 A Performance Analysis of Alternative Multi-Attribute Declustering Strategies 1992 SIGMOD 8.3460281e-05
3,090 Parallelism in a Main-Memory DBMS: The performance of PRISMA/DB 1992 VLDB 7.7686303e-05
3,095 Turbocharging DBMS Buffer Pool Using SSDs 2011 SIGMOD 7.7641876e-05
3,218 Accordion: Elastic Scalability for Database Systems Supporting Distributed Transactions 2014 VLDB 7.6312132e-05
3,320 Autoscaling Tiered Cloud Storage in Anna 2019 VLDB 7.5223482e-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
3,772 Exploiting Advanced Database Optimization Features for Large-Scale SAP R/3 Installations 2002 VLDB 7.1388374e-05
3,999 An Efficient Scheme for Providing High Availability 1992 SIGMOD 6.9673776e-05
4,219 Object Placement in Parallel Hypermedia Systems 1991 VLDB 6.8260123e-05
4,720 A Comparison Of High-Availability Media Recovery Techniques 1989 SIGMOD 6.5455243e-05
4,792 Analysis of Dynamic Load Balancing Strategies for Parallel Shared Nothing Database Systems 1993 VLDB 6.5059372e-05
5,120 Multi-Disk B-trees 1991 SIGMOD 6.3577476e-05
5,198 Doubly Distorted Mirrors 1993 SIGMOD 6.3225297e-05
5,428 Dynamic File Allocation in Disk Arrays 1991 SIGMOD 6.2222186e-05
6,298 Performance of Data-Parallel Spatial Operations 1994 VLDB 5.9227722e-05
6,915 CMD: A Multidimensional Declustering Method for Parallel Database Systems 1992 VLDB 5.7404469e-05
7,585 Query Centric Partitioning and Allocation for Partially Replicated Database Systems 2017 SIGMOD 5.5912479e-05
7,801 A Non-Uniform Data Fragmentation Strategy for Parallel Main-Memory Database Systems 1995 VLDB 5.542027e-05
7,822 Resource Bricolage for Parallel Database Systems 2015 VLDB 5.5371287e-05
8,075 Online Reorganization in Read Optimized MMDBS 2011 SIGMOD 5.4929858e-05
8,768 Vertical Data Migration in Large Near-Line Document Archives Based on Markov-Chain Predictions 1997 VLDB 5.3766157e-05
13,031 Predictive Dynamic Load Balancing of Parallel and Distributed Rule and Query Processing 1994 SIGMOD 5.093636e-05
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