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Efficient Temporal Edge-Core Maintenance in Streaming Graphs

Summary: TECM: streaming maintenance of Δ-constrained temporal edge-cores via localized updates on Δ-incident neighborhoods. Δ-aware traversals plus localized H-index updates and batching bound update scope, achieving orders-of-magnitude speedups over static recomputation. (summarized by gpt-5-mini on Mar 13 2026)

Paper ID
14354
Venue
VLDB
Year
2026
Pagerank
4.1945683e-05
Overall Rank
10,311 | 28.27%
DOI
10.14778/3785297.3785312

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Showing 16 of 16 cited papers.

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

Rank Cited Paper Year Venue Pagerank
283 Querying K-Truss Community in Large and Dynamic Graphs 2014 SIGMOD 0.00029041257
966 Streaming Algorithms for k-core Decomposition 2013 VLDB 0.00014960672
1,024 Path Problems in Temporal Graphs 2014 VLDB 0.00014609643
3,641 GPU-Accelerated Subgraph Enumeration on Partitioned Graphs 2020 SIGMOD 6.8884895e-05
4,139 On Querying Historical K-Cores 2021 VLDB 6.415046e-05
4,208 Mining Bursting Core in Large Temporal Graphs 2022 VLDB 6.357214e-05
4,522 GPU-based Graph Traversal on Compressed Graphs 2019 SIGMOD 6.1146374e-05
4,556 Distributed Subgraph Matching on Timely Dataflow 2019 VLDB 6.0883757e-05
4,577 Accelerating Dynamic Graph Analytics on GPUs 2018 VLDB 6.0709631e-05
5,009 HUGE: An Efficient and Scalable Subgraph Enumeration System 2021 SIGMOD 5.761237e-05
5,292 Incrementalizing Graph Algorithms 2021 SIGMOD 5.5816687e-05
5,680 Parallel Personalized PageRank on Dynamic Graphs 2018 VLDB 5.3734643e-05
6,725 Maximal D-truss Search in Dynamic Directed Graphs 2023 VLDB 4.9484066e-05
7,225 Self-adaptive Graph Traversal on GPUs 2021 SIGMOD 4.7956162e-05
7,716 Minimum Strongly Connected Subgraph Collection in Dynamic Graphs 2024 VLDB 4.6696364e-05
9,146 Accelerating Core Decomposition in Billion-Scale Hypergraphs 2025 SIGMOD 4.3849295e-05
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