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: 9623
Venue: VLDB
Year: 2007
Pagerank: 0.00014589172
Overall Rank: 1,026 | 92.87%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 40 of 40 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
757	Database Architecture Evolution: Mammals Flourished long before Dinosaurs became Extinct	2009	VLDB	0.00017078358
830	Main-Memory Scan Sharing For Multi-Core CPUs	2008	VLDB	0.00016171897
940	SharedDB: Killing One Thousand Queries With One Stone	2012	VLDB	0.00015173166
947	MRShare: Sharing Across Multiple Queries in MapReduce	2010	VLDB	0.00015114576
1,299	The DataPath System: A Data-Centric Analytic Processing Engine for Large Data Warehouses	2010	SIGMOD	0.00012751522
1,429	A Scalable, Predictable Join Operator for Highly Concurrent Data Warehouses	2009	VLDB	0.00012033518
1,507	BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications	2017	SIGMOD	0.00011617967
1,590	Column-oriented Database Systems	2009	VLDB	0.00011233838
1,922	Selecting Subexpressions to Materialize at Datacenter Scale	2018	VLDB	0.00010082599
2,372	Predictable Performance for Unpredictable Workloads	2009	VLDB	8.947963e-05
2,925	Shared Workload Optimization	2014	VLDB	7.888494e-05
2,998	Major Technical Advancements in Apache Hive	2014	SIGMOD	7.753765e-05
3,345	QuickFOIL: Scalable Inductive Logic Programming	2015	VLDB	7.1958815e-05
3,539	Scheduling Shared Scans of Large Data Files	2008	VLDB	6.9956521e-05
4,161	Access Path Selection in Main-Memory Optimized Data Systems: Should I Scan or Should I Probe?	2017	SIGMOD	6.3938006e-05
4,174	Computation Reuse in Analytics Job Service at Microsoft	2018	SIGMOD	6.3856219e-05
4,259	Optimizing I/O for Big Array Analytics	2012	VLDB	6.3147285e-05
4,610	Deployment of Query Plans on Multicores	2015	VLDB	6.0516573e-05
4,642	Fast Scans on Key-Value Stores	2017	VLDB	6.0267293e-05
4,959	Sharing Data and Work Across Concurrent Analytical Queries	2013	VLDB	5.8029448e-05
5,293	MQJoin: Efficient Shared Execution of Main-Memory Joins	2016	VLDB	5.5815698e-05
5,749	BinDex: A Two-Layered Index for Fast and Robust Scans	2020	SIGMOD	5.3418923e-05
6,525	Database Technology for the Masses: Sub-Operators as First-Class Entities	2021	VLDB	5.027205e-05
6,601	Teaching an RDBMS about ontological constraints	2016	VLDB	4.9972581e-05
6,759	AStream: Ad-hoc Shared Stream Processing	2019	SIGMOD	4.9352213e-05
6,777	Revisiting Reuse in Main Memory Database Systems	2017	SIGMOD	4.9288776e-05
6,860	From Cooperative Scans to Predictive Buffer Management	2012	VLDB	4.9055084e-05
6,953	COD: Database / Operating System Co-Design	2013	CIDR	4.8882519e-05
7,209	GPU-accelerated data management under the test of time	2020	CIDR	4.7996023e-05
7,443	From X100 to Vectorwise: Opportunities, Challenges and Things Most Researchers do not Think About	2012	SIGMOD	4.7284745e-05
7,461	Scalable Multi-Query Execution using Reinforcement Learning	2021	SIGMOD	4.723898e-05
7,689	ROBUS: Fair Cache Allocation for Data-parallel Workloads	2017	SIGMOD	4.6765769e-05
7,911	ParTime: Parallel Temporal Aggregation	2016	SIGMOD	4.6184028e-05
9,092	Optimizing Complex Queries with Multiple Relation Instances	2008	SIGMOD	4.3981563e-05
9,457	Sharing Opportunities for OLTP Workloads in Different Isolation Levels	2020	VLDB	4.3382555e-05
10,404	Dynamic Pruning for Recursive Joins	2025	SIGMOD	4.1945683e-05
10,847	Sampling-based Predictive Database Buffer Management	2025	VLDB	4.1945683e-05
10,890	Oligolithic Cross-task Optimizations across Isolated Workloads*	2024	CIDR	4.1945683e-05
11,212	SH2O: Efficient Data Access for Work-Sharing Databases	2023	SIGMOD	4.1945683e-05
12,071	Mosquito: Another One Bites the Data Upload STream	2013	VLDB	4.1945683e-05

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
21	C-Store: A Column-oriented DBMS	2005	VLDB	0.00086087497
35	MonetDB/X100: Hyper-Pipelining Query Execution	2005	CIDR	0.00076197749
80	Weaving Relations for Cache Performance	2001	VLDB	0.00055721729
128	An Evaluation of Buffer Management Strategies for Relational Database Systems	1985	VLDB	0.00044535268
131	Integrating Compression and Execution in Column-Oriented Database Systems	2006	SIGMOD	0.0004370331
179	Efficient and Extensible Algorithms for Multi Query Optimization	2000	SIGMOD	0.00037672155
368	Small Materialized Aggregates: A Light Weight Index Structure for Data Warehousing	1998	VLDB	0.000254931
515	QPipe: A Simultaneously Pipelined Relational Query Engine	2005	SIGMOD	0.00021214633
710	Performance Tradeoffs in Read-Optimized Databases	2006	VLDB	0.00017765454
977	Pipelining in Multi-Query Optimization	2001	PODS	0.0001488881
1,556	Predictive Load Control for Flexible Buffer Allocation	1991	VLDB	0.00011392646
4,358	Buffer Pool Aware Query Optimization	2005	CIDR	6.2571485e-05
4,421	Reordering Query Execution in Tertiary Memory Databases	1996	VLDB	6.201063e-05
4,697	Adaptive Database Buffer Allocation Using Query Feedback	1993	VLDB	5.9904278e-05

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