Dissemination of Models over Time-Varying Data

Summary: Model-agnostic dissemination for time-varying data; transmits compact, post-processed models rather than raw streams. Tree-based overlay with optimized routing handles heterogeneous models and accuracy needs; scalable, low-traffic dissemination shown. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: hd616cd24a4d28f94
Venue: VLDB
Year: 2011
Pagerank: 4.9793485e-05
Overall Rank: 12,696 | 14.64%
DOI: 10.14778/3402707.3402725

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

1. Yongluan Zhou (University of Southern Denmark)
2. Zografoula Vagena (Rice University)
3. Jonas Haustad (University of Southern Denmark)

BibTeX Citation

@article{zhou_vldb11,
        title = {{Dissemination of Models over Time-Varying Data}},
        author = {Zhou, Yongluan and Vagena, Zografoula and Haustad, Jonas},
        journal = {PVLDB},
        series = {{VLDB} '11},
        volume = {4},
        number = {11},
        pages = {864--875},
        doi = {10.14778/3402707.3402725},
        url = {https://doi.org/10.14778/3402707.3402725},
        year = {2011}
}

Incoming Citations (Sorted by Pagerank)

Showing 0 of 0 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 9 of 9 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
343	Model-Driven Data Acquisition in Sensor Networks	2004	VLDB	0.00020519525
417	MauveDB: Supporting Model-based User Views in Database Systems	2006	SIGMOD	0.00018631353
911	Adaptive Stream Resource Management Using Kalman Filters	2004	SIGMOD	0.00013115833
3,094	Holistic UDAFs at Streaming Speeds	2004	SIGMOD	7.6533343e-05
4,125	On the Database/Network Interface in Large-Scale Publish/Subscribe Systems	2006	SIGMOD	6.7922676e-05
4,269	An Efficient and Resilient Approach to Filtering and Disseminating Streaming Data	2003	VLDB	6.6947183e-05
4,348	Diamond in the Rough: Finding Hierarchical Heavy Hitters in Multi-Dimensional Data	2004	SIGMOD	6.6469144e-05
5,060	Maintaining Coherency of Dynamic Data in Cooperating Repositories	2002	VLDB	6.2915018e-05
8,823	Scalable Delivery of Stream Query Result	2009	VLDB	5.268676e-05

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