Sharing Data and Work Across Concurrent Analytical Queries

Summary: Two runtime sharing methods for concurrent analytics: SP and GQP. SP and GQP are orthogonal; push SP helps high concurrency (20-48%) but hurts low concurrency; pull SP removes bottlenecks and scales up to 82-86%, yielding a low-vs-high concurrency trade-off. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 10728
Venue: VLDB
Year: 2013
Pagerank: 5.7974073e-05
Overall Rank: 4,964 | 65.51%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 13 of 13 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
3,307	Robust Query Processing in Co-Processor-accelerated Databases	2016	SIGMOD	7.2391191e-05
4,160	Access Path Selection in Main-Memory Optimized Data Systems: Should I Scan or Should I Probe?	2017	SIGMOD	6.3886736e-05
4,609	Deployment of Query Plans on Multicores	2015	VLDB	6.0458679e-05
5,298	MQJoin: Efficient Shared Execution of Main-Memory Joins	2016	VLDB	5.5762694e-05
5,762	BinDex: A Two-Layered Index for Fast and Robust Scans	2020	SIGMOD	5.3367636e-05
6,062	OLTPShare: The Case for Sharing in OLTP Workloads	2018	VLDB	5.2267464e-05
6,623	Fast-Forwarding to Desired Visualizations with zenvisage	2017	CIDR	4.984297e-05
6,760	AStream: Ad-hoc Shared Stream Processing	2019	SIGMOD	4.9304882e-05
7,482	RTScan: Efficient Scan with Ray Tracing Cores	2024	VLDB	4.7135369e-05
7,699	Resource-efficient Shared Query Execution via Exploiting Time Slackness	2021	SIGMOD	4.6696504e-05
8,731	TensorSocket: Shared Data Loading for Deep Learning Training	2026	SIGMOD	4.4520434e-05
9,068	How to Stop Under-Utilization and Love Multicores	2014	SIGMOD	4.398897e-05
9,584	Reactive and Proactive Sharing Across Concurrent Analytical Queries	2014	SIGMOD	4.3178097e-05

Outgoing Citations (Sorted by Pagerank)

Showing 15 of 15 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
128	An Evaluation of Buffer Management Strategies for Relational Database Systems	1985	VLDB	0.00044501642
179	Efficient and Extensible Algorithms for Multi Query Optimization	2000	SIGMOD	0.00037637319
306	The LRU-K Page Replacement Algorithm For Database Disk Buffering	1993	SIGMOD	0.00028255083
515	QPipe: A Simultaneously Pipelined Relational Query Engine	2005	SIGMOD	0.00021209491
693	2Q: A Low Overhead High Performance Buffer Management Replacement Algorithm	1994	VLDB	0.00018045505
711	Adaptive Aggregation on Chip Multiprocessors	2007	VLDB	0.00017724982
826	Main-Memory Scan Sharing For Multi-Core CPUs	2008	VLDB	0.00016161625
934	SharedDB: Killing One Thousand Queries With One Stone	2012	VLDB	0.00015201246
977	Pipelining in Multi-Query Optimization	2001	PODS	0.000148774
1,027	Cooperative Scans: Dynamic Bandwidth Sharing in a DBMS	2007	VLDB	0.0001458537
1,296	The DataPath System: A Data-Centric Analytic Processing Engine for Large Data Warehouses	2010	SIGMOD	0.00012742585
1,430	A Scalable, Predictable Join Operator for Highly Concurrent Data Warehouses	2009	VLDB	0.0001202506
2,329	A Case for Staged Database Systems	2003	CIDR	9.0237899e-05
2,372	Predictable Performance for Unpredictable Workloads	2009	VLDB	8.940791e-05
4,677	To Share or Not to Share?	2007	VLDB	5.9988869e-05

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Overall Rank	Paper	Year	Venue	Pagerank
716	Performance Prediction for Concurrent Database Workloads	2011	SIGMOD	0.00017623897
7,699	Resource-efficient Shared Query Execution via Exploiting Time Slackness	2021	SIGMOD	4.6696504e-05
4,925	Shared Arrangements: practical inter-query sharing for streaming dataflows	2020	VLDB	5.818597e-05
2,928	Shared Workload Optimization	2014	VLDB	7.881485e-05
9,312	Parallelizing Query Optimization on Shared-Nothing Architectures	2016	VLDB	4.353536e-05
7,624	Workload Optimization using SharedDB	2013	SIGMOD	4.6890298e-05
4,677	To Share or Not to Share?	2007	VLDB	5.9988869e-05
2,336	Concurrent Analytical Query Processing with GPUs	2014	VLDB	9.0106308e-05
1,430	A Scalable, Predictable Join Operator for Highly Concurrent Data Warehouses	2009	VLDB	0.0001202506
9,584	Reactive and Proactive Sharing Across Concurrent Analytical Queries	2014	SIGMOD	4.3178097e-05