Massive Scale-out of Expensive Continuous Queries

Summary: Parasplit: parallelized stream-splitting for scalable expensive continuous queries on high-volume streams. Cost model and heuristic auto-parallelization enable network-bound throughput and energy-efficient scaling on Linear Road to 512 expressways. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 10182
Venue: VLDB
Year: 2011
Pagerank: 5.7338982e-05
Overall Rank: 5,044 | 64.95%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. Erik Zeitler
2. Tore Risch

Incoming Citations (Sorted by Pagerank)

Showing 5 of 5 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,226	Integrating Scale Out and Fault Tolerance in Stream Processing using Operator State Management	2013	SIGMOD	0.00013168869
4,490	Analyzing Efficient Stream Processing on Modern Hardware	2019	VLDB	6.137834e-05
5,357	LightSaber: Efficient Window Aggregation on Multi-core Processors	2020	SIGMOD	5.5512343e-05
8,594	Prompt: Dynamic Data-Partitioning for Distributed Micro-batch Stream Processing Systems	2020	SIGMOD	4.4844961e-05
9,505	Supporting Scalable Analytics with Latency Constraints	2015	VLDB	4.3300131e-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
15	Map-Reduce-Merge: Simplified Relational Data Processing on Large Clusters	2007	SIGMOD	0.0010668335
22	SCOPE: Easy and Efficient Parallel Processing of Massive Data Sets	2008	VLDB	0.00084679526
324	Gigascope: A Stream Database for Network Applications	2003	SIGMOD	0.00027465124
601	Linear Road: A Stream Data Management Benchmark	2004	VLDB	0.00019372971
1,467	SPADE: The System S Declarative Stream Processing Engine	2008	SIGMOD	0.00011838188
2,710	Design, Implementation, and Evaluation of the Linear Road Benchmark on the Stream Processing Core	2006	SIGMOD	8.2580301e-05
2,735	Online Aggregation and Continuous Query support in MapReduce	2010	SIGMOD	8.2058004e-05
2,884	Microsoft CEP Server and Online Behavioral Targeting	2009	VLDB	7.9658952e-05
3,253	The Case for a Signal-Oriented Data Stream Management System	2007	CIDR	7.3175849e-05
3,793	Complex Event Detection at Wire Speed with FPGAs	2010	VLDB	6.7561977e-05
6,652	Geospatial Stream Query Processing using Microsoft SQL Server StreamInsight	2010	VLDB	4.9710292e-05
7,028	Query-Aware Partitioning for Monitoring Massive Network Data Streams	2008	SIGMOD	4.852324e-05
7,669	Extending XQuery with Window Functions	2007	VLDB	4.6784108e-05
8,496	Customizable Parallel Execution of Scientific Stream Queries	2005	VLDB	4.4938165e-05
9,083	A Dynamically Adaptive Distributed System for Processing Complex Continuous Queries	2005	VLDB	4.3951708e-05

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4,925	Shared Arrangements: practical inter-query sharing for streaming dataflows	2020	VLDB	5.818597e-05
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6,469	Parallel Index-based Stream Join on a Multicore CPU	2020	SIGMOD	5.0448159e-05
9,312	Parallelizing Query Optimization on Shared-Nothing Architectures	2016	VLDB	4.353536e-05
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6,628	A Holistic View of Stream Partitioning Costs	2017	VLDB	4.9833118e-05
8,496	Customizable Parallel Execution of Scientific Stream Queries	2005	VLDB	4.4938165e-05