FluxQuery: An Execution Framework for Highly Interactive Query Workloads

Summary: FluxQuery proposes a cyclic scan-based execution model for highly interactive workloads where user intent evolves during query design. It models workload variability and uses cyclic processing to support thousands of concurrent queries with low memory and CPU, delivering interactive response times. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 5137
Venue: SIGMOD
Year: 2016
Pagerank: 5.3873634e-05
Overall Rank: 5,657 | 60.69%
DOI: 10.1145/2882903.2882945

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 6 of 6 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,354	Northstar: An Interactive Data Science System	2018	VLDB	0.00012424105
1,939	Procella: Unifying serving and analytical data at YouTube	2019	VLDB	0.00010019433
5,481	Guided Exploration of User Groups	2020	VLDB	5.483544e-05
5,870	Combining Design and Performance in a Data Visualization Management System	2017	CIDR	5.2914369e-05
6,626	Data Tweening: Incremental Visualization of Data Transforms	2017	VLDB	4.984017e-05
8,078	AJoin: Ad-hoc Stream Joins at Scale	2020	VLDB	4.5873626e-05

Outgoing Citations (Sorted by Pagerank)

Showing 20 of 20 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
18	On Random Sampling over Joins	1999	SIGMOD	0.00092569117
35	MonetDB/X100: Hyper-Pipelining Query Execution	2005	CIDR	0.00076209479
116	Eddies: Continuously Adaptive Query Processing	2000	SIGMOD	0.00046191288
216	Ripple Joins for Online Aggregation	1999	SIGMOD	0.00033560137
244	Continuously Adaptive Continuous Queries over Streams	2002	SIGMOD	0.00031037999
491	Query by Output	2009	SIGMOD	0.00021960753
934	SharedDB: Killing One Thousand Queries With One Stone	2012	VLDB	0.00015201246
1,226	Integrating Scale Out and Fault Tolerance in Stream Processing using Operator State Management	2013	SIGMOD	0.00013168869
1,712	Approximate Join Processing Over Data Streams	2003	SIGMOD	0.00010786152
1,845	dbTouch: Analytics at your Fingertips	2013	CIDR	0.00010339281
1,917	Dynamic Pipeline Scheduling for Improving Interactive Query Performance	2001	VLDB	0.00010104953
2,372	Predictable Performance for Unpredictable Workloads	2009	VLDB	8.940791e-05
3,129	Parallel Query Scheduling and Optimization with Time- and Space-Shared Resources	1997	VLDB	7.5132501e-05
3,192	Gestural Query Specification	2014	VLDB	7.4085087e-05
3,236	TPC-DS, Taking Decision Support Benchmarking to the Next Level	2002	SIGMOD	7.3294564e-05
4,139	Memory-Limited Execution of Windowed Stream Joins	2004	VLDB	6.4126764e-05
4,609	Deployment of Query Plans on Multicores	2015	VLDB	6.0458679e-05
6,107	Crescando	2010	SIGMOD	5.2037634e-05
6,587	SnapToQuery: Providing Interactive Feedback during Exploratory Query Specification	2015	VLDB	4.9972702e-05
8,206	Query Expansion Based on Clustered Results	2011	VLDB	4.5542351e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
244	Continuously Adaptive Continuous Queries over Streams	2002	SIGMOD	0.00031037999
4,037	Interactive Analysis of Web-Scale Data	2009	CIDR	6.5076279e-05
7,280	Update-Pattern-Aware Modeling and Processing of Continuous Queries	2005	SIGMOD	4.7718173e-05
3,166	On-the-fly Progress Detection in Iterative Stream Queries	2009	VLDB	7.4575531e-05
7,893	Changing Flights in Mid-air: A Model for Safely Modifying Continuous Queries	2011	SIGMOD	4.6196344e-05
1,917	Dynamic Pipeline Scheduling for Improving Interactive Query Performance	2001	VLDB	0.00010104953
10,935	Flux: Decoupled Auto-Scaling for Heterogeneous Query Workload in Alibaba AnalyticDB	2024	SIGMOD	4.1905499e-05
3,928	Schema-based Scheduling of Event Processors and Buffer Minimization for Queries on Structured Data Streams	2004	VLDB	6.6206222e-05
5,815	Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data	2020	SIGMOD	5.3158788e-05
4,264	FluXQuery: An Optimizing XQuery Processor for Streaming XML Data	2004	VLDB	6.3013819e-05