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K-Core Decomposition of Large Networks on a Single PC

Summary: Demonstrates k-core decomposition on billions of edges on a consumer PC using vertex-centric GraphChi/Webgraph and exact Batagelj–Zaversnik. Also evaluates EMcore and shows practical performance and memory budgeting, with larger graphs than prior work. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
11239
Venue
VLDB
Year
2016
Pagerank
0.00013657353
Overall Rank
1,150 | 92.01%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 26 of 26 citing papers.

Rank Citing Paper Year Venue Pagerank
1,484 Vertex Priority Based Butterfly Counting for Large-scale Bipartite Networks 2019 VLDB 0.00011714263
1,530 Truss-based Community Search: a Truss-equivalence Based Indexing Approach 2017 VLDB 0.00011495611
1,836 Distance-generalized Core Decomposition 2019 SIGMOD 0.00010365753
2,039 Local Algorithms for Hierarchical Dense Subgraph Discovery 2019 VLDB 9.7061003e-05
2,512 Fast Hierarchy Construction for Dense Subgraphs 2017 VLDB 8.6196023e-05
2,603 Maximum Co-located Community Search in Large Scale Social Networks 2018 VLDB 8.4666465e-05
3,273 Global Reinforcement of Social Networks: The Anchored Coreness Problem 2020 SIGMOD 7.2956944e-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
4,168 Accelerating Triangle Counting on GPU 2021 SIGMOD 6.391271e-05
5,298 Distributed D-core Decomposition over Large Directed Graphs 2022 VLDB 5.5799987e-05
5,474 Efficient Load-Balanced Butterfly Counting on GPU 2022 VLDB 5.4881807e-05
5,589 Neighborhood-based Hypergraph Core Decomposition 2023 VLDB 5.4216989e-05
6,001 GraphMineSuite: Enabling High-Performance and Programmable Graph Mining Algorithms with Set Algebra 2021 VLDB 5.2415551e-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
6,880 Theoretically and Practically Efficient Parallel Nucleus Decomposition 2022 VLDB 4.8970985e-05
7,804 RECEIPT: REfine CoarsE-grained IndePendent Tasks for Parallel Tip decomposition of Bipartite Graphs 2021 VLDB 4.6466513e-05
8,169 Efficient Triangle-Connected Truss Community Search In Dynamic Graphs 2023 VLDB 4.5698941e-05
8,918 Time-Topology Analysis 2021 VLDB 4.427232e-05
9,146 Accelerating Core Decomposition in Billion-Scale Hypergraphs 2025 SIGMOD 4.3849295e-05
10,474 Community Detection in Heterogeneous Information Networks Without Materialization 2025 SIGMOD 4.1945683e-05
10,495 Parallel k-Core Decomposition: Theory and Practice 2025 SIGMOD 4.1945683e-05
10,530 Most Similar Biclique Search at Scale 2025 VLDB 4.1945683e-05
10,547 On More Efficiently and Versatilely Querying Historical k-Cores 2025 VLDB 4.1945683e-05
10,947 Parallel Algorithms for Hierarchical Nucleus Decomposition 2024 SIGMOD 4.1945683e-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
4 Pregel: A System for Large-Scale Graph Processing 2010 SIGMOD 0.0019005923
37 Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud 2012 VLDB 0.0007522744
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Overall Rank Paper Year Venue Pagerank
3,321 Hierarchical Core Maintenance on Large Dynamic Graphs 2021 VLDB 7.223972e-05
7,346 I/O Efficient ECC Graph Decomposition via Graph Reduction 2016 VLDB 4.7556749e-05
108 Truss Decomposition in Massive Networks 2012 VLDB 0.00048300163
6,141 Local Algorithms for Distance-generalized Core Decomposition over Large Dynamic Graphs 2021 VLDB 5.1903263e-05
1,836 Distance-generalized Core Decomposition 2019 SIGMOD 0.00010365753
5,298 Distributed D-core Decomposition over Large Directed Graphs 2022 VLDB 5.5799987e-05
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10,495 Parallel k-Core Decomposition: Theory and Practice 2025 SIGMOD 4.1945683e-05
966 Streaming Algorithms for k-core Decomposition 2013 VLDB 0.00014960672