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: 10181
Venue: VLDB
Year: 2011
Pagerank: 5.740793e-05
Overall Rank: 5,045 | 64.91%
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	0.00013180799
4,488	Analyzing Efficient Stream Processing on Modern Hardware	2019	VLDB	6.145117e-05
5,193	LightSaber: Efficient Window Aggregation on Multi-core Processors	2020	SIGMOD	5.6371049e-05
8,596	Prompt: Dynamic Data-Partitioning for Distributed Micro-batch Stream Processing Systems	2020	SIGMOD	4.4887993e-05
9,504	Supporting Scalable Analytics with Latency Constraints	2015	VLDB	4.3341665e-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	0.0010654262
22	SCOPE: Easy and Efficient Parallel Processing of Massive Data Sets	2008	VLDB	0.0008456613
323	Gigascope: A Stream Database for Network Applications	2003	SIGMOD	0.00027492196
600	Linear Road: A Stream Data Management Benchmark	2004	VLDB	0.0001938744
1,467	SPADE: The System S Declarative Stream Processing Engine	2008	SIGMOD	0.00011849864
2,706	Design, Implementation, and Evaluation of the Linear Road Benchmark on the Stream Processing Core	2006	SIGMOD	8.2673299e-05
2,736	Online Aggregation and Continuous Query support in MapReduce	2010	SIGMOD	8.2043187e-05
2,879	Microsoft CEP Server and Online Behavioral Targeting	2009	VLDB	7.9695819e-05
3,249	The Case for a Signal-Oriented Data Stream Management System	2007	CIDR	7.3249002e-05
3,791	Complex Event Detection at Wire Speed with FPGAs	2010	VLDB	6.7624761e-05
6,646	Geospatial Stream Query Processing using Microsoft SQL Server StreamInsight	2010	VLDB	4.9772435e-05
7,027	Query-Aware Partitioning for Monitoring Massive Network Data Streams	2008	SIGMOD	4.8569938e-05
7,670	Extending XQuery with Window Functions	2007	VLDB	4.682982e-05
8,498	Customizable Parallel Execution of Scientific Stream Queries	2005	VLDB	4.4981372e-05
9,086	A Dynamically Adaptive Distributed System for Processing Complex Continuous Queries	2005	VLDB	4.3994402e-05

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1,354	Managing Intra-operator Parallelism in Parallel Database Systems	1995	VLDB	0.00012408166
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4,920	Shared Arrangements: practical inter-query sharing for streaming dataflows	2020	VLDB	5.8241888e-05
6,753	State-Slice: New Paradigm of Multi-query Optimization of Window-based Stream Queries	2006	VLDB	4.9387235e-05
6,476	Parallel Index-based Stream Join on a Multicore CPU	2020	SIGMOD	5.0496617e-05
9,305	Parallelizing Query Optimization on Shared-Nothing Architectures	2016	VLDB	4.3577129e-05
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6,629	A Holistic View of Stream Partitioning Costs	2017	VLDB	4.9880986e-05
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