DBScholar

Back to papers

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
9814
Venue
VLDB
Year
2007
Pagerank
0.00014254351
Overall Rank
761 | 94.79%
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 40 of 40 citing papers.

Rank Citing Paper Year Venue Pagerank
670 SharedDB: Killing One Thousand Queries With One Stone 2012 VLDB 0.00015157572
696 Main-Memory Scan Sharing For Multi-Core CPUs 2008 VLDB 0.00014891322
721 Database Architecture Evolution: Mammals Flourished long before Dinosaurs became Extinct 2009 VLDB 0.00014631814
803 MRShare: Sharing Across Multiple Queries in MapReduce 2010 VLDB 0.00013899943
1,022 A Scalable, Predictable Join Operator for Highly Concurrent Data Warehouses 2009 VLDB 0.00012602841
1,024 The DataPath System: A Data-Centric Analytic Processing Engine for Large Data Warehouses 2010 SIGMOD 0.0001258839
1,238 BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications 2017 SIGMOD 0.00011543368
1,395 Column-oriented Database Systems 2009 VLDB 0.00010928358
1,765 Selecting Subexpressions to Materialize at Datacenter Scale 2018 VLDB 9.8079546e-05
1,879 Predictable Performance for Unpredictable Workloads 2009 VLDB 9.5613416e-05
2,276 Shared Workload Optimization 2014 VLDB 8.8196376e-05
2,706 Major Technical Advancements in Apache Hive 2014 SIGMOD 8.2287564e-05
3,270 Scheduling Shared Scans of Large Data Files 2008 VLDB 7.5796338e-05
3,598 Access Path Selection in Main-Memory Optimized Data Systems: Should I Scan or Should I Probe? 2017 SIGMOD 7.2718988e-05
3,605 Computation Reuse in Analytics Job Service at Microsoft 2018 SIGMOD 7.2640711e-05
4,058 Fast Scans on Key-Value Stores 2017 VLDB 6.9335663e-05
4,085 Deployment of Query Plans on Multicores 2015 VLDB 6.9149518e-05
4,137 Optimizing I/O for Big Array Analytics 2012 VLDB 6.8783832e-05
4,190 QuickFOIL: Scalable Inductive Logic Programming 2015 VLDB 6.8431849e-05
4,330 Sharing Data and Work Across Concurrent Analytical Queries 2013 VLDB 6.7563122e-05
4,639 MQJoin: Efficient Shared Execution of Main-Memory Joins 2016 VLDB 6.5918791e-05
5,512 BinDex: A Two-Layered Index for Fast and Robust Scans 2020 SIGMOD 6.1913331e-05
5,947 Revisiting Reuse in Main Memory Database Systems 2017 SIGMOD 6.0323707e-05
6,263 Database Technology for the Masses: Sub-Operators as First-Class Entities 2021 VLDB 5.936052e-05
6,482 AStream: Ad-hoc Shared Stream Processing 2019 SIGMOD 5.8668582e-05
6,623 Teaching an RDBMS about ontological constraints 2016 VLDB 5.8206367e-05
6,656 COD: Database / Operating System Co-Design 2013 CIDR 5.8125079e-05
6,692 From Cooperative Scans to Predictive Buffer Management 2012 VLDB 5.8005501e-05
6,835 GPU-accelerated data management under the test of time 2020 CIDR 5.7584924e-05
7,213 Scalable Multi-Query Execution using Reinforcement Learning 2021 SIGMOD 5.670422e-05
7,276 From X100 to Vectorwise: Opportunities, Challenges and Things Most Researchers do not Think About 2012 SIGMOD 5.6582613e-05
7,673 ROBUS: Fair Cache Allocation for Data-parallel Workloads 2017 SIGMOD 5.5705944e-05
8,306 ParTime: Parallel Temporal Aggregation 2016 SIGMOD 5.4568273e-05
9,299 Optimizing Complex Queries with Multiple Relation Instances 2008 SIGMOD 5.2895587e-05
9,607 Sharing Opportunities for OLTP Workloads in Different Isolation Levels 2020 VLDB 5.2473912e-05
10,690 Dynamic Pruning for Recursive Joins 2025 SIGMOD 5.093636e-05
11,071 Sampling-based Predictive Database Buffer Management 2025 VLDB 5.093636e-05
11,113 Oligolithic Cross-task Optimizations across Isolated Workloads* 2024 CIDR 5.093636e-05
11,413 SH2O: Efficient Data Access for Work-Sharing Databases 2023 SIGMOD 5.093636e-05
12,268 Mosquito: Another One Bites the Data Upload STream 2013 VLDB 5.093636e-05
Previous Page 1 / 1 Next

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 0.00069513174
14 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.0006312782
49 Weaving Relations for Cache Performance 2001 VLDB 0.00043781096
60 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.0003955489
128 Efficient and Extensible Algorithms for Multi Query Optimization 2000 SIGMOD 0.0003072825
135 An Evaluation of Buffer Management Strategies for Relational Database Systems 1985 VLDB 0.00030209257
227 Small Materialized Aggregates: A Light Weight Index Structure for Data Warehousing 1998 VLDB 0.00023958508
383 QPipe: A Simultaneously Pipelined Relational Query Engine 2005 SIGMOD 0.00019520728
630 Performance Tradeoffs in Read-Optimized Databases 2006 VLDB 0.00015591796
822 Pipelining in Multi-Query Optimization 2001 PODS 0.00013807229
1,527 Predictive Load Control for Flexible Buffer Allocation 1991 VLDB 0.00010489064
4,197 Buffer Pool Aware Query Optimization 2005 CIDR 6.8406917e-05
4,305 Reordering Query Execution in Tertiary Memory Databases 1996 VLDB 6.7706796e-05
4,719 Adaptive Database Buffer Allocation Using Query Feedback 1993 VLDB 6.5463032e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

# Overall Rank Paper Year Venue
1 3,876 Cracking the Database Store 2005 CIDR
2 10,067 Shared Load(ing): Efficient Bulk Loading into Optimized Storage 2020 CIDR
3 1,199 Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads 2016 SIGMOD
4 1,512 On the Analysis of Indexing Schemes 1997 PODS
5 2,426 Active Storage For Large-Scale Data Mining and Multimedia 1998 VLDB
6 1,637 On the Design and Scalability of Distributed Shared-Data Databases 2015 SIGMOD
7 8,679 Efficient Scheduling of Heterogeneous Continuous Queries 2006 VLDB
8 4,001 Scaling Up Concurrent Main-Memory Column-Store Scans: Towards Adaptive NUMA-aware Data and Task Placement 2015 VLDB
9 630 Performance Tradeoffs in Read-Optimized Databases 2006 VLDB
10 6,891 Increasing Buffer-Locality for Multiple Index Based Scans through Intelligent Placement and Index Scan Speed Control 2007 VLDB