Tracking Set Correlations at Large Scale
Summary: Continuous computation of correlations among co-occurring social-media tags in streaming data. Introduces tag-partitioning algorithms for scalable parallelization on a Storm cluster, minimizing tag replication and balancing load; validated with real-data experiments. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Foteini Alvanaki (Saarland University)
- 2. Sebastian Michel (Saarland University)
BibTeX Citation
@inproceedings{alvanaki_sigmod14,
title = {{Tracking Set Correlations at Large Scale}},
author = {Alvanaki, Foteini and Michel, Sebastian},
series = {{SIGMOD} '14},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/2588555.2601050},
url = {https://dl.acm.org/doi/10.1145/2588555.2601050},
year = {2014}
}Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,930 | Data Canopy: Accelerating Exploratory Statistical Analysis | 2017 | SIGMOD | 7.0102082e-05 |
| 8,607 | CLASH: A High-Level Abstraction for Optimized, Multi-Way Stream Joins over Apache Storm | 2019 | SIGMOD | 5.4026249e-05 |
| 11,196 | A Universal Sketch for Estimating Heavy Hitters and Per-Element Frequency Moments in Data Streams with Bounded Deletions | 2024 | SIGMOD | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,439 | TwitterMonitor: Trend Detection over the Twitter Stream | 2010 | SIGMOD | 0.00010778916 |
| 6,864 | Partitioning and Ranking Tagged Data Sources | 2013 | VLDB | 5.7510417e-05 |
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