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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
2382
Venue
SIGMOD
Year
1988
Pagerank
0.0003508637
Overall Rank
197 | 98.64%
DOI
-

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Incoming Citations (Sorted by Pagerank)

Showing 38 of 38 citing papers.

Rank Citing Paper Year Venue Pagerank
20 C-Store: A Column-oriented DBMS 2005 VLDB 0.00086163998
285 Automating Physical Database Design in a Parallel Database 2002 SIGMOD 0.00028978423
466 A Case for Fractured Mirrors 2002 VLDB 0.00022455567
679 Skew-Aware Automatic Database Partitioning in Shared-Nothing, Parallel OLTP Systems 2012 SIGMOD 0.00018211621
769 Multi-Dimensional Database Allocation for Parallel Data Warehouses 2000 VLDB 0.00016862794
806 Exploiting Inter-Operation Parallelism in XPRS 1992 SIGMOD 0.00016428214
841 Self-tuning Database Technology and Information Services: from Wishful Thinking to Viable Engineering 2002 VLDB 0.00015987128
852 A Taxonomy and Performance Model of Data Skew Effects in Parallel Joins 1991 VLDB 0.00015896035
1,063 Tradeoffs in Processing Complex Join Queries via Hashing in Multiprocessor Database Machines 1990 VLDB 0.00014352292
1,264 Hybrid-Range Partitioning Strategy: A New Declustering Strategy for Multiprocessor Database Machines 1990 VLDB 0.00012939192
1,350 Online Balancing of Range-Partitioned Data with Applications to Peer-to-Peer Systems 2004 VLDB 0.00012446023
1,524 Sorting And Indexing With Partitioned B-Trees 2003 CIDR 0.00011509464
1,981 Managing Memory to Meet Multiclass Workload Response Time Goals 1993 VLDB 9.8739039e-05
2,460 A Performance Analysis of Alternative Multi-Attribute Declustering Strategies 1992 SIGMOD 8.7522298e-05
2,623 Goal-Oriented Buffer Management Revisited* 1996 SIGMOD 8.4368672e-05
2,647 WATCHMAN: A Data Warehouse Intelligent Cache Manager 1996 VLDB 8.3750419e-05
3,094 Declustering Using Error Correcting Codes 1989 PODS 7.5788007e-05
3,099 An Efficient Scheme for Providing High Availability 1992 SIGMOD 7.5676496e-05
3,113 Parallelism in a Main-Memory DBMS: The performance of PRISMA/DB 1992 VLDB 7.5433318e-05
3,362 Turbocharging DBMS Buffer Pool Using SSDs 2011 SIGMOD 7.1681058e-05
3,518 Experience Report: Exploiting Advanced Database Optimization Features for Large-Scale SAP R/3 Installations 2002 VLDB 7.018169e-05
3,594 An Adaptive Data Placement Scheme For Parallel Database Computer Systems 1990 VLDB 6.9354298e-05
3,645 Autoscaling Tiered Cloud Storage in Anna 2019 VLDB 6.882432e-05
3,650 Accordion: Elastic Scalability for Database Systems Supporting Distributed Transactions 2014 VLDB 6.8746996e-05
3,736 Object Placement in Parallel Hypermedia Systems 1991 VLDB 6.8045491e-05
4,071 A Comparison Of High-Availability Media Recovery Techniques 1989 SIGMOD 6.4729288e-05
4,134 Analysis of Dynamic Load Balancing Strategies for Parallel Shared Nothing Database Systems 1993 VLDB 6.4139887e-05
4,841 Doubly Distorted Mirrors 1993 SIGMOD 5.8791892e-05
4,989 Dynamic File Allocation in Disk Arrays 1991 SIGMOD 5.7764146e-05
5,217 Multi-Disk B-trees 1991 SIGMOD 5.621547e-05
5,667 Performance of Data-Parallel Spatial Operations 1994 VLDB 5.3823876e-05
6,832 CMD: A Multidimensional Declustering Method for Parallel Database Systems 1992 VLDB 4.9077892e-05
7,596 A Non-Uniform Data Fragmentation Strategy for Parallel Main-Memory Database Systems 1995 VLDB 4.6979831e-05
7,713 Query Centric Partitioning and Allocation for Partially Replicated Database Systems 2017 SIGMOD 4.6662571e-05
7,813 Online Reorganization in Read Optimized MMDBS 2011 SIGMOD 4.6408773e-05
7,914 Resource Bricolage for Parallel Database Systems 2015 VLDB 4.6136905e-05
8,562 Vertical Data Migration in Large Near-Line Document Archives Based on Markov-Chain Predictions 1997 VLDB 4.4893996e-05
12,846 Predictive Dynamic Load Balancing of Parallel and Distributed Rule and Query Processing 1994 SIGMOD 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

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