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Cooperative Scans: Dynamic Bandwidth Sharing in a DBMS

Summary: Cooperative Scans enables dynamic, data-sharing aware scheduling of concurrent scans to boost bandwidth in NSM/PAX and DSM. Delivers large I/O and latency gains vs traditional policies; extends to DSM, addressing two-dimensional scheduling in column stores. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h42051982626be065
Venue
VLDB
Year
2007
Pagerank
0.00014134432
Overall Rank
762 | 94.89%
DOI
-

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{zukowski_vldb07,
        title = {{Cooperative Scans: Dynamic Bandwidth Sharing in a DBMS}},
        author = {Zukowski, Marcin and Hémán, Sándor and Nes, Niels and Boncz, Peter},
        journal = {PVLDB},
        series = {{VLDB} '07},
        volume = {30},
        pages = {723--734},
        year = {2007}
}

Incoming Citations (Sorted by Pagerank)

Showing 41 of 41 citing papers.

Rank Citing Paper Year Venue Pagerank
669 SharedDB: Killing One Thousand Queries With One Stone 2012 VLDB 0.00014975391
702 Database Architecture Evolution: Mammals Flourished long before Dinosaurs became Extinct 2009 VLDB 0.00014668058
704 Main-Memory Scan Sharing For Multi-Core CPUs 2008 VLDB 0.00014653079
823 MRShare: Sharing Across Multiple Queries in MapReduce 2010 VLDB 0.00013642066
1,034 A Scalable, Predictable Join Operator for Highly Concurrent Data Warehouses 2009 VLDB 0.00012389548
1,040 The DataPath System: A Data-Centric Analytic Processing Engine for Large Data Warehouses 2010 SIGMOD 0.00012358804
1,242 BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications 2017 SIGMOD 0.00011378275
1,328 Column-oriented Database Systems 2009 VLDB 0.00010998855
1,747 Selecting Subexpressions to Materialize at Datacenter Scale 2018 VLDB 9.7303647e-05
1,918 Predictable Performance for Unpredictable Workloads 2009 VLDB 9.375192e-05
2,225 Shared Workload Optimization 2014 VLDB 8.8062552e-05
2,689 Major Technical Advancements in Apache Hive 2014 SIGMOD 8.1227087e-05
3,314 Scheduling Shared Scans of Large Data Files 2008 VLDB 7.4349711e-05
3,544 Computation Reuse in Analytics Job Service at Microsoft 2018 SIGMOD 7.2108612e-05
3,597 Access Path Selection in Main-Memory Optimized Data Systems: Should I Scan or Should I Probe? 2017 SIGMOD 7.1759026e-05
4,012 Deployment of Query Plans on Multicores 2015 VLDB 6.8540959e-05
4,047 Fast Scans on Key-Value Stores 2017 VLDB 6.8293103e-05
4,214 Optimizing I/O for Big Array Analytics 2012 VLDB 6.7268411e-05
4,279 QuickFOIL: Scalable Inductive Logic Programming 2015 VLDB 6.6873645e-05
4,393 Sharing Data and Work Across Concurrent Analytical Queries 2013 VLDB 6.618354e-05
4,732 MQJoin: Efficient Shared Execution of Main-Memory Joins 2016 VLDB 6.4439712e-05
5,091 ROBUS: Fair Cache Allocation for Data-parallel Workloads 2017 SIGMOD 6.2775613e-05
5,619 BinDex: A Two-Layered Index for Fast and Robust Scans 2020 SIGMOD 6.0602908e-05
5,638 Revisiting Reuse in Main Memory Database Systems 2017 SIGMOD 6.0546358e-05
5,772 Database Technology for the Masses: Sub-Operators as First-Class Entities 2021 VLDB 5.9964298e-05
6,260 COD: Database / Operating System Co-Design 2013 CIDR 5.8306971e-05
6,518 GPU-accelerated data management under the test of time 2020 CIDR 5.7561332e-05
6,601 AStream: Ad-hoc Shared Stream Processing 2019 SIGMOD 5.737728e-05
6,762 Teaching an RDBMS about ontological constraints 2016 VLDB 5.6873437e-05
6,807 From Cooperative Scans to Predictive Buffer Management 2012 VLDB 5.6761312e-05
7,344 Scalable Multi-Query Execution using Reinforcement Learning 2021 SIGMOD 5.5455974e-05
7,387 From X100 to Vectorwise: Opportunities, Challenges and Things Most Researchers do not Think About 2012 SIGMOD 5.5359243e-05
8,481 ParTime: Parallel Temporal Aggregation 2016 SIGMOD 5.3318655e-05
9,472 Optimizing Complex Queries with Multiple Relation Instances 2008 SIGMOD 5.1703891e-05
9,788 Sharing Opportunities for OLTP Workloads in Different Isolation Levels 2020 VLDB 5.1272255e-05
10,920 Hermes at Scale: Powering Distributed Queries with a Unified Memory Fabric 2026 VLDB 4.9769913e-05
11,135 Dynamic Pruning for Recursive Joins 2025 SIGMOD 4.9769913e-05
11,435 Sampling-based Predictive Database Buffer Management 2025 VLDB 4.9769913e-05
11,467 Oligolithic Cross-task Optimizations across Isolated Workloads* 2024 CIDR 4.9769913e-05
11,733 SH2O: Efficient Data Access for Work-Sharing Databases 2023 SIGMOD 4.9769913e-05
12,565 Mosquito: Another One Bites the Data Upload STream 2013 VLDB 4.9769913e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 14 of 14 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
12 C-Store: A Column-oriented DBMS 2005 VLDB 0.0006897844
14 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.00064013679
48 Weaving Relations for Cache Performance 2001 VLDB 0.00043795812
61 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.00039236924
128 An Evaluation of Buffer Management Strategies for Relational Database Systems 1985 VLDB 0.00030399615
129 Efficient and Extensible Algorithms for Multi Query Optimization 2000 SIGMOD 0.00030395767
216 Small Materialized Aggregates: A Light Weight Index Structure for Data Warehousing 1998 VLDB 0.00024485637
390 QPipe: A Simultaneously Pipelined Relational Query Engine 2005 SIGMOD 0.00019265472
634 Performance Tradeoffs in Read-Optimized Databases 2006 VLDB 0.00015367822
831 Pipelining in Multi-Query Optimization 2001 PODS 0.00013583882
1,520 Predictive Load Control for Flexible Buffer Allocation 1991 VLDB 0.00010378432
4,267 Buffer Pool Aware Query Optimization 2005 CIDR 6.6936093e-05
4,387 Reordering Query Execution in Tertiary Memory Databases 1996 VLDB 6.622828e-05
4,794 Adaptive Database Buffer Allocation Using Query Feedback 1993 VLDB 6.4101468e-05
Previous Page 1 / 1 Next

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