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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
14368
Venue
VLDB
Year
2026
Pagerank
4.1905499e-05
Overall Rank
10,323 | 28.26%
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
284 Querying K-Truss Community in Large and Dynamic Graphs 2014 SIGMOD 0.00029014359
966 Streaming Algorithms for k-core Decomposition 2013 VLDB 0.00014947141
1,021 Path Problems in Temporal Graphs 2014 VLDB 0.00014608331
3,488 GPU-Accelerated Subgraph Enumeration on Partitioned Graphs 2020 SIGMOD 7.0460627e-05
4,133 On Querying Historical K-Cores 2021 VLDB 6.4185206e-05
4,209 Mining Bursting Core in Large Temporal Graphs 2022 VLDB 6.3511029e-05
4,525 GPU-based Graph Traversal on Compressed Graphs 2019 SIGMOD 6.1087614e-05
4,554 Distributed Subgraph Matching on Timely Dataflow 2019 VLDB 6.0839934e-05
4,578 Accelerating Dynamic Graph Analytics on GPUs 2018 VLDB 6.0651154e-05
5,002 HUGE: An Efficient and Scalable Subgraph Enumeration System 2021 SIGMOD 5.7610359e-05
5,266 Incrementalizing Graph Algorithms 2021 SIGMOD 5.5949839e-05
5,693 Parallel Personalized PageRank on Dynamic Graphs 2018 VLDB 5.3683002e-05
6,729 Maximal D-truss Search in Dynamic Directed Graphs 2023 VLDB 4.943658e-05
7,226 Self-adaptive Graph Traversal on GPUs 2021 SIGMOD 4.7910164e-05
7,714 Minimum Strongly Connected Subgraph Collection in Dynamic Graphs 2024 VLDB 4.6651585e-05
9,146 Accelerating Core Decomposition in Billion-Scale Hypergraphs 2025 SIGMOD 4.380727e-05
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