Aggregate Profile Clustering for Telco Analytics

Summary: Demonstrates scalable streaming clustering of telco call profiles aggregated across multiple time scales. Micro-cluster summaries and greedy affinity-based repartitioning balance distributed state while limiting profile migration and preserving clustering accuracy. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID: 10769
Venue: VLDB
Year: 2013
Pagerank: 5.6029996e-05
Overall Rank: 7,523 | 48.39%
DOI: 10.14778/2536274.2536284

Incoming Non-self Citations Over Time

Authors

1. Mehmet Ali Abbasoglu (Bilkent University; Korvus Bilisim)
2. Bugra Gedik (Bilkent University)
3. Hakan Ferhatosmanoglu (Bilkent University)

BibTeX Citation

@article{abbasoglu_vldb13,
        title = {{Aggregate Profile Clustering for Telco Analytics}},
        author = {Abbasoglu, Mehmet Ali and Gedik, Bugra and Ferhatosmanoglu, Hakan},
        journal = {PVLDB},
        series = {{VLDB} '13},
        volume = {6},
        number = {12},
        pages = {1234},
        doi = {10.14778/2536274.2536284},
        url = {https://doi.org/10.14778/2536274.2536284},
        year = {2013}
}

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
12,005	Developing a Low Dimensional Patient Class Profile in Accordance to Their Respiration-Induced Tumor Motion	2017	VLDB	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 1 of 1 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
907	A Framework for Clustering Evolving Data Streams	2003	VLDB	0.00013309819

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