Streaming Algorithms for k-core Decomposition
Summary: First incremental k-core decomposition for streaming graphs. Locates a small update-subgraph containing all affected vertices; shows up to 1e6x speedup over non-incremental on large real/synthetic networks. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Ahmet Erdem Sarıyüce (Ohio State University)
- 2. Buğra Gedik (İhsan Doğramacı Bilkent University)
- 3. Gabriela Jacques-Silva (IBM)
- 4. Kun-Lung Wu (IBM)
- 5. Ümit V. Çatalyürek (Ohio State University)
BibTeX Citation
@article{saryuce_vldb13,
title = {{Streaming Algorithms for k-core Decomposition}},
author = {Sarıyüce, Ahmet Erdem and Gedik, Buğra and Jacques-Silva, Gabriela and Wu, Kun-Lung and Çatalyürek, Ümit V.},
journal = {PVLDB},
series = {{VLDB} '13},
volume = {6},
number = {6},
pages = {433--?פק},
doi = {10.14778/2536336.2536344},
url = {https://doi.org/10.14778/2536336.2536344},
year = {2013}
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