Massively Multi-Query Join Processing in Publish/Subscribe Systems

Summary: Massively Multi-Query Join Processing in pub/sub enables input-sharing and joint computation across thousands of concurrent queries. Experiments on RSS feeds show >100× speedups vs naive evaluation, scalable to hundreds of thousands of queries. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 3960
Venue: SIGMOD
Year: 2007
Pagerank: 6.7148702e-05
Overall Rank: 4,417 | 69.70%
DOI: 10.1145/1247480.1247564

Incoming Non-self Citations Over Time

Authors

1. Mingsheng Hong (Cornell University)
2. Alan Demers (Cornell University)
3. Johannes Gehrke (Cornell University)
4. Christoph Koch (Saarland University)
5. Mirek Riedewald (Cornell University)
6. Walker White (Cornell University)

BibTeX Citation

@inproceedings{hong_sigmod07,
        title = {{Massively Multi-Query Join Processing in Publish/Subscribe Systems}},
        author = {Hong, Mingsheng and Demers, Alan and Gehrke, Johannes and Koch, Christoph and Riedewald, Mirek and White, Walker},
        series = {{SIGMOD} '07},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1247480.1247564},
        url = {https://dl.acm.org/doi/10.1145/1247480.1247564},
        year = {2007}
}

Incoming Citations (Sorted by Pagerank)

Showing 7 of 7 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
3,352	Scalable Pattern Sharing on Event Streams	2016	SIGMOD	7.4932699e-05
3,709	Multi-Query Optimization for Subgraph Isomorphism Search	2017	VLDB	7.1780227e-05
3,946	Real-Time Multi-Pattern Detection over Event Streams	2019	SIGMOD	7.0046969e-05
6,006	End-to-End Support for Joins in Large-Scale Publish/Subscribe Systems	2008	VLDB	6.0119118e-05
6,861	An Efficient Publish/Subscribe Index for E-Commerce Databases	2014	VLDB	5.7517379e-05
8,992	Delta: Scalable Data Dissemination under Capacity Constraints	2014	VLDB	5.3373227e-05
12,675	Early Profile Pruning on XML-aware Publish-Subscribe Systems	2007	VLDB	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 14 of 14 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
111	TelegraphCQ: Continuous Dataflow Processing for an Uncertain World	2003	CIDR	0.00032990214
127	The Design of the Borealis Stream Processing Engine	2005	CIDR	0.00030738755
150	Query Processing, Resource Management, and Approximation in a Data Stream Management System	2003	CIDR	0.00029208207
167	Monitoring Streams – A New Class of Data Management Applications	2002	VLDB	0.0002757283
229	High-Performance Complex Event Processing over Streams	2006	SIGMOD	0.00023927582
236	Efficient Filtering of XML Documents for Selective Dissemination of Information	2000	VLDB	0.00023721569
424	Flexible Time Management in Data Stream Systems	2004	PODS	0.0001870735
441	Filtering Algorithms and Implementation for Very Fast Publish/Subscribe Systems	2001	SIGMOD	0.00018407547
629	Composite Events for Active Databases: Semantics, Contexts and Detection	1994	VLDB	0.00015625304
1,082	A Transducer-Based XML Query Processor	2002	VLDB	0.00012257574
1,505	The BEA/XQRL Streaming XQuery Processor	2003	VLDB	0.00010547865
3,414	Managing Expressions as Data in Relational Database Systems	2003	CIDR	7.4313224e-05
3,519	Schema-based Scheduling of Event Processors and Buffer Minimization for Queries on Structured Data Streams	2004	VLDB	7.3506617e-05
4,576	Efficient Evaluation of XQuery over Streaming Data	2005	VLDB	6.6216442e-05

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#	Overall Rank	Paper	Year	Venue
1	1,243	Querying XML Views of Relational Data	2001	VLDB
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3	7,778	WebFilter: A High-throughput XML-based Publish and Subscribe System	2001	VLDB
4	9,367	Scalable XML Query Processing using Parallel Pushdown Transducers	2013	VLDB
5	12,675	Early Profile Pruning on XML-aware Publish-Subscribe Systems	2007	VLDB
6	928	XPath Queries on Streaming Data	2003	SIGMOD
7	4,576	Efficient Evaluation of XQuery over Streaming Data	2005	VLDB
8	2,333	Query Processing for High-Volume XML Message Brokering	2003	VLDB
9	6,006	End-to-End Support for Joins in Large-Scale Publish/Subscribe Systems	2008	VLDB
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