Aggregate Profile Clustering for Telco Analytics
Summary: Streaming, scalable aggregate-profile clustering for telco call data; per-node micro-cluster summaries balance memory and compute while preserving clustering quality. Introduces continuous repartitioning via central greedy affinity heuristics with minimal profile migration; demonstrated on Storm/HBase for tariff-optimization segmentation. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,809 | Developing a Low Dimensional Patient Class Profile in Accordance to Their Respiration-Induced Tumor Motion | 2017 | VLDB | 4.1905499e-05 |
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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 |
|---|---|---|---|---|
| 663 | A Framework for Clustering Evolving Data Streams | 2003 | VLDB | 0.00018466049 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 13,568 | Extreme Streaming: Business Optimization Driving Algorithmic Challenges | 2008 | SIGMOD | - |
| 5,315 | Clustering Stream Data by Exploring the Evolution of Density Mountain | 2018 | VLDB | 5.5702177e-05 |
| 8,771 | Summarization and Matching of Density-Based Clusters in Streaming Environments | 2012 | VLDB | 4.4517517e-05 |
| 4,161 | Scalable Distributed Stream Join Processing | 2015 | SIGMOD | 6.3883784e-05 |
| 1,065 | Processing Complex Aggregate Queries over Data Streams | 2002 | SIGMOD | 0.00014344675 |
| 1,791 | On-the-Fly Sharing for Streamed Aggregation | 2006 | SIGMOD | 0.0001052731 |
| 6,628 | A Holistic View of Stream Partitioning Costs | 2017 | VLDB | 4.9833118e-05 |
| 3,387 | Analytics in Motion: High Performance Event-Processing AND Real-Time Analytics in the Same Database | 2015 | SIGMOD | 7.1505623e-05 |
| 617 | On Computing Correlated Aggregates Over Continual Data Streams | 2001 | SIGMOD | 0.00019048986 |
| 663 | A Framework for Clustering Evolving Data Streams | 2003 | VLDB | 0.00018466049 |