DBScholar

Back to papers

Prediction-Based Geometric Monitoring Over Distributed Data Streams

Summary: Extends geometric monitoring for distributed streams by adding local predictors to cut communication for threshold-based actuation. Proposes diverse predictors, shows the framework generalizes the original, and achieves 2x-10^3x communication savings on real data. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
4591
Venue
SIGMOD
Year
2012
Pagerank
5.4132745e-05
Overall Rank
8,501 | 41.68%
DOI
10.1145/2213836.2213867

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{giatrakos_sigmod12,
        title = {{Prediction-Based Geometric Monitoring Over Distributed Data Streams}},
        author = {Giatrakos, Nikos and Deligiannakis, Antonios and Garofalakis, Minos and Sharfman, Izchak and Schuster, Assaf},
        series = {{SIGMOD} '12},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2213836.2213867},
        url = {https://dl.acm.org/doi/10.1145/2213836.2213867},
        year = {2012}
}

Incoming Citations (Sorted by Pagerank)

Showing 6 of 6 citing papers.

Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 12 of 12 cited papers.

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

Previous Page 1 / 1 Next

Semantically Similar Papers