Dynamic Pipeline Scheduling for Improving Interactive Query Performance

Summary: Dynamic pipeline scheduling for interactive queries proposes rate-based scheduling for uniform importance and tuple-regulation for varying importance in pipelined plans. Both strategies accelerate early results and improve interactive responsiveness, adapting to the value of tuples during execution. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 8965
Venue: VLDB
Year: 2001
Pagerank: 9.8124899e-05
Overall Rank: 1,763 | 87.91%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. Tolga Urhan (Propel Corporation)
2. Michael J. Franklin (University of California Berkeley)

BibTeX Citation

@article{urhan_vldb01,
        title = {{Dynamic Pipeline Scheduling for Improving Interactive Query Performance}},
        author = {Urhan, Tolga and Franklin, Michael J.},
        journal = {PVLDB},
        series = {{VLDB} '01},
        year = {2001}
}

Incoming Citations (Sorted by Pagerank)

Showing 14 of 14 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
167	Monitoring Streams – A New Class of Data Management Applications	2002	VLDB	0.0002757283
1,027	Chain: Operator Scheduling for Memory Minimization in Data Stream Systems	2003	SIGMOD	0.00012563656
1,223	Out-of-Order Processing: A New Architecture for High-Performance Stream Systems	2008	VLDB	0.00011602265
1,703	Semantics and Evaluation Techniques for Window Aggregates in Data Streams	2005	SIGMOD	9.9673138e-05
2,280	Partial Results for Online Query Processing	2002	SIGMOD	8.8129961e-05
2,394	A Case for Staged Database Systems	2003	CIDR	8.6362653e-05
2,447	Operator Scheduling in a Data Stream Manager	2003	VLDB	8.5728111e-05
2,997	Adapting to Source Properties in Processing Data Integration Queries	2004	SIGMOD	7.8745158e-05
3,988	Adaptive Query Processing in the Looking Glass	2005	CIDR	6.9720123e-05
4,630	Efficient Join Synopsis Maintenance for Data Warehouse	2020	SIGMOD	6.5955933e-05
5,707	FluxQuery: An Execution Framework for Highly Interactive Query Workloads	2016	SIGMOD	6.1143236e-05
6,833	Efficient Evaluation of Queries in a Mediator for WebSources	2002	SIGMOD	5.7596307e-05
8,679	Efficient Scheduling of Heterogeneous Continuous Queries	2006	VLDB	5.3862828e-05
11,665	Klink: Progress-Aware Scheduling for Streaming Data Systems	2021	SIGMOD	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
45	Benchmarking Database Systems: A Systematic Approach	1983	VLDB	0.00045531113
53	Eddies: Continuously Adaptive Query Processing	2000	SIGMOD	0.00041071971
131	Ripple Joins for Online Aggregation	1999	SIGMOD	0.00030424509
151	Efficient Mid-Query Re-Optimization of Sub-Optimal Query Execution Plans	1998	SIGMOD	0.00029161879
328	An Adaptive Query Execution System for Data Integration*	1999	SIGMOD	0.00021081317
380	On Saying "Enough Already!" in SQL	1997	SIGMOD	0.00019563191
1,544	Reducing the Braking Distance of an SQL Query Engine	1998	VLDB	0.00010410466
1,680	Online Dynamic Reordering for Interactive Data Processing	1999	VLDB	0.00010024295
2,528	The Case for Enhanced Abstract Data Types	1997	VLDB	8.4620669e-05
3,168	PREDATOR : An OR-DBMS with Enhanced Data Types	1997	SIGMOD	7.6736931e-05

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