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From Cooperative Scans to Predictive Buffer Management

Summary: PBM extends Cooperative Scans with a lightweight predictive buffer manager, approximating OPT using near-future workload hints. Evaluations on synthetic data and TPC-H show PBM near CScans/OPT in throughput with lower architectural impact than ABM. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
10413
Venue
VLDB
Year
2012
Pagerank
4.9055084e-05
Overall Rank
6,860 | 52.28%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 5 of 5 citing papers.

Rank Citing Paper Year Venue Pagerank
6,264 VectorH: Taking SQL-on-Hadoop to the Next Level 2016 SIGMOD 5.1348427e-05
6,953 COD: Database / Operating System Co-Design 2013 CIDR 4.8882519e-05
6,988 CrocodileDB: Efficient Database Execution through Intelligent Deferment 2020 CIDR 4.8718019e-05
7,701 Resource-efficient Shared Query Execution via Exploiting Time Slackness 2021 SIGMOD 4.6741329e-05
10,847 Sampling-based Predictive Database Buffer Management 2025 VLDB 4.1945683e-05
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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
23 A Critique of ANSI SQL Isolation Levels 1995 SIGMOD 0.00083894938
113 Encapsulation of Parallelism in the Volcano Query Processing System 1990 SIGMOD 0.00046764513
128 An Evaluation of Buffer Management Strategies for Relational Database Systems 1985 VLDB 0.00044535268
515 QPipe: A Simultaneously Pipelined Relational Query Engine 2005 SIGMOD 0.00021214633
1,026 Cooperative Scans: Dynamic Bandwidth Sharing in a DBMS 2007 VLDB 0.00014589172
1,556 Predictive Load Control for Flexible Buffer Allocation 1991 VLDB 0.00011392646
1,949 Positional Update Handling in Column Stores 2010 SIGMOD 9.9864085e-05
2,113 Red Brick Warehouse: A Read-Mostly RDBMS for Open SMP Platforms 1994 SIGMOD 9.5276869e-05
2,372 Predictable Performance for Unpredictable Workloads 2009 VLDB 8.947963e-05
4,697 Adaptive Database Buffer Allocation Using Query Feedback 1993 VLDB 5.9904278e-05
6,103 Crescando 2010 SIGMOD 5.2086701e-05
7,087 Increasing Buffer-Locality for Multiple Index Based Scans through Intelligent Placement and Index Scan Speed Control 2007 VLDB 4.8379358e-05
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
128 An Evaluation of Buffer Management Strategies for Relational Database Systems 1985 VLDB 0.00044535268
2,964 In-Memory Performance for Big Data 2015 VLDB 7.80643e-05
4,088 Towards Predicting Query Execution Time for Concurrent and Dynamic Database Workloads 2013 VLDB 6.4603918e-05
4,358 Buffer Pool Aware Query Optimization 2005 CIDR 6.2571485e-05
1,728 Integration of Buffer Management and Query Optimization in Relational Database Environment 1989 VLDB 0.00010739366
10,783 ScaleCache: Scalable and Production-grade Buffer Management for Disk-based Database Systems 2025 VLDB 4.1945683e-05
1,026 Cooperative Scans: Dynamic Bandwidth Sharing in a DBMS 2007 VLDB 0.00014589172
10,193 Predictive Translation: High-Performance Buffer Management Without the Trade-Offs 2026 SIGMOD 4.1945683e-05
7,087 Increasing Buffer-Locality for Multiple Index Based Scans through Intelligent Placement and Index Scan Speed Control 2007 VLDB 4.8379358e-05
10,847 Sampling-based Predictive Database Buffer Management 2025 VLDB 4.1945683e-05