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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
2381
Venue
SIGMOD
Year
1988
Pagerank
0.00035201758
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
21 C-Store: A Column-oriented DBMS 2005 VLDB 0.00086087497
285 Automating Physical Database Design in a Parallel Database 2002 SIGMOD 0.0002899128
464 A Case for Fractured Mirrors 2002 VLDB 0.0002245871
679 Skew-Aware Automatic Database Partitioning in Shared-Nothing, Parallel OLTP Systems 2012 SIGMOD 0.00018215154
773 Multi-Dimensional Database Allocation for Parallel Data Warehouses 2000 VLDB 0.00016870159
807 Exploiting Inter-Operation Parallelism in XPRS 1992 SIGMOD 0.00016434207
846 Self-tuning Database Technology and Information Services: from Wishful Thinking to Viable Engineering 2002 VLDB 0.00015997985
861 A Taxonomy and Performance Model of Data Skew Effects in Parallel Joins 1991 VLDB 0.00015848554
1,063 Tradeoffs in Processing Complex Join Queries via Hashing in Multiprocessor Database Machines 1990 VLDB 0.00014362773
1,266 Hybrid-Range Partitioning Strategy: A New Declustering Strategy for Multiprocessor Database Machines 1990 VLDB 0.00012946573
1,347 Online Balancing of Range-Partitioned Data with Applications to Peer-to-Peer Systems 2004 VLDB 0.00012456657
1,524 Sorting And Indexing With Partitioned B-Trees 2003 CIDR 0.00011516282
1,978 Managing Memory to Meet Multiclass Workload Response Time Goals 1993 VLDB 9.8808322e-05
2,462 A Performance Analysis of Alternative Multi-Attribute Declustering Strategies 1992 SIGMOD 8.7589902e-05
2,624 Goal-Oriented Buffer Management Revisited* 1996 SIGMOD 8.4332581e-05
2,645 WATCHMAN: A Data Warehouse Intelligent Cache Manager 1996 VLDB 8.3829312e-05
3,043 Declustering Using Error Correcting Codes 1989 PODS 7.6679843e-05
3,094 An Efficient Scheme for Providing High Availability 1992 SIGMOD 7.5750932e-05
3,108 Parallelism in a Main-Memory DBMS: The performance of PRISMA/DB 1992 VLDB 7.5501593e-05
3,365 Turbocharging DBMS Buffer Pool Using SSDs 2011 SIGMOD 7.1728897e-05
3,513 An Adaptive Data Placement Scheme For Parallel Database Computer Systems 1990 VLDB 7.0228254e-05
3,516 Experience Report: Exploiting Advanced Database Optimization Features for Large-Scale SAP R/3 Installations 2002 VLDB 7.0201615e-05
3,659 Autoscaling Tiered Cloud Storage in Anna 2019 VLDB 6.8696023e-05
3,675 Accordion: Elastic Scalability for Database Systems Supporting Distributed Transactions 2014 VLDB 6.8555664e-05
3,733 Object Placement in Parallel Hypermedia Systems 1991 VLDB 6.8110688e-05
4,068 A Comparison Of High-Availability Media Recovery Techniques 1989 SIGMOD 6.4791696e-05
4,135 Analysis of Dynamic Load Balancing Strategies for Parallel Shared Nothing Database Systems 1993 VLDB 6.4189164e-05
4,740 CMD: A Multidimensional Declustering Method for Parallel Database Systems 1992 VLDB 5.9594889e-05
4,841 Doubly Distorted Mirrors 1993 SIGMOD 5.8839366e-05
4,993 Dynamic File Allocation in Disk Arrays 1991 SIGMOD 5.7818647e-05
5,098 Multi-Disk B-trees 1991 SIGMOD 5.7007294e-05
5,664 Performance of Data-Parallel Spatial Operations 1994 VLDB 5.3821564e-05
7,592 A Non-Uniform Data Fragmentation Strategy for Parallel Main-Memory Database Systems 1995 VLDB 4.7020413e-05
7,715 Query Centric Partitioning and Allocation for Partially Replicated Database Systems 2017 SIGMOD 4.6699261e-05
7,809 Online Reorganization in Read Optimized MMDBS 2011 SIGMOD 4.6448758e-05
7,913 Resource Bricolage for Parallel Database Systems 2015 VLDB 4.6180739e-05
8,565 Vertical Data Migration in Large Near-Line Document Archives Based on Markov-Chain Predictions 1997 VLDB 4.4937074e-05
12,837 Predictive Dynamic Load Balancing of Parallel and Distributed Rule and Query Processing 1994 SIGMOD 4.1945683e-05
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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

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