ABFlow: Alert Bursting Flow Query in Streaming Temporal Flow Networks

Summary: Introduces ABFlow, a new streaming query for temporal flow networks that finds the most bursty S→T flow, i.e., max flow/duration, to support alert/anomaly detection in applications like fraud. Core technical novelty is a suffix-flow reformulation plus incremental/recursive streaming optimizations (SuffixFlowstr), delivering large speedups over baselines. (summarized by gpt-5-mini on Apr 11 2026)

Paper ID: 7445
Venue: SIGMOD
Year: 2026
Pagerank: 4.1945683e-05
Overall Rank: 10,135 | 29.50%
DOI: 10.1145/3786619

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Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 20 of 20 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
1,024	Path Problems in Temporal Graphs	2014	VLDB	0.00014609643
1,555	Efficient Route Planning on Public Transportation Networks: A Labelling Approach	2015	SIGMOD	0.00011395261
1,892	Querying Shortest Paths on Time Dependent Road Networks	2019	VLDB	0.00010185573
2,826	Regular Path Query Evaluation on Streaming Graphs	2020	SIGMOD	8.056119e-05
3,367	Online Density Bursting Subgraph Detection from Temporal Graphs	2019	VLDB	7.1725806e-05
4,208	Mining Bursting Core in Large Temporal Graphs	2022	VLDB	6.357214e-05
4,973	Constrained Shortest Path Query in a Large Time-Dependent Graph	2019	VLDB	5.7909705e-05
5,345	NeutronStream: A Dynamic GNN Training Framework with Sliding Window for Graph Streams	2024	VLDB	5.5567697e-05
5,366	Minimum Spanning Trees in Temporal Graphs	2015	SIGMOD	5.5460085e-05
6,395	An In-Depth Study of Continuous Subgraph Matching	2022	VLDB	5.0829204e-05
6,657	On Querying Historical Connectivity in Temporal Graphs	2024	SIGMOD	4.9720132e-05
7,212	Space-Efficient Random Walks on Streaming Graphs	2023	VLDB	4.7989929e-05
7,627	Incremental Sliding Window Connectivity over Streaming Graphs	2024	VLDB	4.6928167e-05
8,170	LM-SRPQ: Efficiently Answering Regular Path Query in Streaming Graphs	2024	VLDB	4.5697385e-05
8,376	From Anomaly Detection to Rumour Detection using Data Streams of Social Platforms	2019	VLDB	4.5321619e-05
8,431	Spade: A Real-Time Fraud Detection Framework on Evolving Graphs	2023	VLDB	4.5154339e-05
8,975	Truss-based Community Search over Streaming Directed Graphs	2024	VLDB	4.4179255e-05
9,039	RUSH: Real-time Burst Subgraph Detection in Dynamic Graphs	2024	VLDB	4.4039656e-05
9,481	MWP: Multi-Window Parallel Evaluation of Regular Path Queries on Streaming Graphs	2024	SIGMOD	4.3341665e-05
10,397	Bursting Flow Query on Large Temporal Flow Networks	2025	SIGMOD	4.1945683e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
5,763	Localizing Anomalous Changes in Time-evolving Graphs	2014	SIGMOD	5.3369426e-05
9,039	RUSH: Real-time Burst Subgraph Detection in Dynamic Graphs	2024	VLDB	4.4039656e-05
4,208	Mining Bursting Core in Large Temporal Graphs	2022	VLDB	6.357214e-05
3,367	Online Density Bursting Subgraph Detection from Temporal Graphs	2019	VLDB	7.1725806e-05
11,452	Flow Provenance in Temporal Interaction Networks	2021	SIGMOD	4.1945683e-05
5,984	Streaming Anomaly Detection Using Randomized Matrix Sketching	2016	VLDB	5.244512e-05
3,751	BurstSketch: Finding Bursts in Data Streams	2021	SIGMOD	6.7888099e-05
2,912	TurboFlux: A Fast Continuous Subgraph Matching System for Streaming Graph Data	2018	SIGMOD	7.9130459e-05
8,594	Stream Frequency over Interval Queries	2019	VLDB	4.4891331e-05
10,397	Bursting Flow Query on Large Temporal Flow Networks	2025	SIGMOD	4.1945683e-05