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)

Paper ID: 10708
Venue: VLDB
Year: 2013
Pagerank: 0.00014960672
Overall Rank: 966 | 93.29%
DOI: -

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 22 of 22 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
283	Querying K-Truss Community in Large and Dynamic Graphs	2014	SIGMOD	0.00029041257
1,257	Influential Community Search in Large Networks	2015	VLDB	0.00013020648
1,836	Distance-generalized Core Decomposition	2019	SIGMOD	0.00010365753
2,512	Fast Hierarchy Construction for Dense Subgraphs	2017	VLDB	8.6196023e-05
3,321	Hierarchical Core Maintenance on Large Dynamic Graphs	2021	VLDB	7.223972e-05
4,139	On Querying Historical K-Cores	2021	VLDB	6.415046e-05
4,728	OLAK: An Efficient Algorithm to Prevent Unraveling in Social Networks	2017	VLDB	5.968586e-05
5,298	Distributed D-core Decomposition over Large Directed Graphs	2022	VLDB	5.5799987e-05
5,589	Neighborhood-based Hypergraph Core Decomposition	2023	VLDB	5.4216989e-05
6,141	Local Algorithms for Distance-generalized Core Decomposition over Large Dynamic Graphs	2021	VLDB	5.1903263e-05
6,513	Efficient Parallel D-core Decomposition at Scale	2024	VLDB	5.0321577e-05
6,530	Fast Algorithms for Core Maximization on Large Graphs	2022	VLDB	5.0246792e-05
8,014	Efficient Star-based Truss Maintenance on Dynamic Graphs	2023	SIGMOD	4.6058845e-05
9,146	Accelerating Core Decomposition in Billion-Scale Hypergraphs	2025	SIGMOD	4.3849295e-05
9,951	Parallel Colorful h-star Core Maintenance in Dynamic Graphs	2023	VLDB	4.2405999e-05
10,189	Order-based Algorithms for Efficient Core Maintenance in Large Bipartite Graphs	2026	SIGMOD	4.1945683e-05
10,311	Efficient Temporal Edge-Core Maintenance in Streaming Graphs	2026	VLDB	4.1945683e-05
10,363	A Local Search Approach to Efficient (k, p)-Core Maintenance	2025	SIGMOD	4.1945683e-05
10,495	Parallel k-Core Decomposition: Theory and Practice	2025	SIGMOD	4.1945683e-05
10,861	Finding Time-Proximity Communities in Temporal Heterogeneous Information Networks	2025	VLDB	4.1945683e-05
11,048	Efficient Algorithms for Density Decomposition on Large Static and Dynamic Graphs	2024	VLDB	4.1945683e-05
11,630	Parallel Graph Algorithms in Constant Adaptive Rounds: Theory meets Practice	2020	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 0 of 0 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
644	Densest Subgraph in Streaming and MapReduce	2012	VLDB	0.00018748988
1,836	Distance-generalized Core Decomposition	2019	SIGMOD	0.00010365753
7,346	I/O Efficient ECC Graph Decomposition via Graph Reduction	2016	VLDB	4.7556749e-05
6,207	Efficiently Computing k-Edge Connected Components via Graph Decomposition	2013	SIGMOD	5.1572428e-05
10,495	Parallel k-Core Decomposition: Theory and Practice	2025	SIGMOD	4.1945683e-05
6,141	Local Algorithms for Distance-generalized Core Decomposition over Large Dynamic Graphs	2021	VLDB	5.1903263e-05
1,150	K-Core Decomposition of Large Networks on a Single PC	2016	VLDB	0.00013657353
6,513	Efficient Parallel D-core Decomposition at Scale	2024	VLDB	5.0321577e-05
9,146	Accelerating Core Decomposition in Billion-Scale Hypergraphs	2025	SIGMOD	4.3849295e-05
3,321	Hierarchical Core Maintenance on Large Dynamic Graphs	2021	VLDB	7.223972e-05