Incremental Graph Computations: Doable and Undoable

Summary: Incremental graph computations: for standard queries such as traversal, connectivity, and pattern matching the incremental problem is unbounded. Introduces localizable and bounded-by-batch notions; gives algorithms that localize updates or reuse batch checks, validated on real graphs. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: hb940cc8d20084f9c
Venue: SIGMOD
Year: 2017
Pagerank: 7.9179612e-05
Overall Rank: 2,854 | 80.88%
DOI: 10.1145/3055918.3055944

Incoming Non-self Citations Over Time

Authors

1. Wenfei Fan (Beihang University; University of Edinburgh)
2. Chunming Hu (Beihang University)
3. Chao Tian (Beihang University; University of Edinburgh)

BibTeX Citation

@inproceedings{fan_sigmod17,
        title = {{Incremental Graph Computations: Doable and Undoable}},
        author = {Fan, Wenfei and Hu, Chunming and Tian, Chao},
        series = {{SIGMOD} '17},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3055918.3055944},
        url = {https://dl.acm.org/doi/10.1145/3055918.3055944},
        year = {2017}
}

Incoming Citations (Sorted by Pagerank)

Showing 26 of 26 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
902	Parallelizing Sequential Graph Computations	2017	SIGMOD	0.00013142001
2,246	Unboundedness and Efficiency of Truss Maintenance in Evolving Graphs	2019	SIGMOD	8.7594692e-05
2,272	Regular Path Query Evaluation on Streaming Graphs	2020	SIGMOD	8.7108429e-05
3,676	Relative Subboundedness of Contraction Hierarchy and Hierarchical 2-Hop Index in Dynamic Road Networks	2022	SIGMOD	7.0882436e-05
4,557	Incrementalizing Graph Algorithms	2021	SIGMOD	6.5264915e-05
5,496	Big Graphs: Challenges and Opportunities	2022	VLDB	6.0944008e-05
5,571	Making Graphs Compact by Lossless Contraction	2021	SIGMOD	6.0628752e-05
5,690	iTurboGraph: Scaling and Automating Incremental Graph Analytics	2021	SIGMOD	6.0182427e-05
5,938	Incrementalization of Graph Partitioning Algorithms	2020	VLDB	5.9223788e-05
6,325	Automating Incremental and Asynchronous Evaluation for Recursive Aggregate Data Processing	2020	SIGMOD	5.7957351e-05
6,539	Parallel Discrepancy Detection and Incremental Detection	2021	VLDB	5.7351897e-05
6,751	Adaptive Asynchronous Parallelization of Graph Algorithms	2018	SIGMOD	5.6736025e-05
6,786	DLCR: Efficient Indexing for Label-Constrained Reachability Queries on Large Dynamic Graphs	2022	VLDB	5.6657191e-05
6,829	BOOMER: Blending Visual Formulation and Processing of P-Homomorphic Queries on Large Networks	2018	SIGMOD	5.6556888e-05
7,034	A Hierarchical Contraction Scheme for Querying Big Graphs	2022	SIGMOD	5.5998447e-05
7,502	Extending Graph Patterns with Conditions	2020	SIGMOD	5.4943054e-05
8,339	Efficient Index for Temporal Core Queries over Bipartite Graphs	2024	VLDB	5.3353302e-05
9,010	Graphsurge: Graph Analytics on View Collections Using Differential Computation	2021	SIGMOD	5.2238876e-05
10,196	Automating Incremental Graph Processing with Flexible Memoization	2021	VLDB	5.0514463e-05
10,301	Keep Your Distributed Data Warehouse Consistent at a Minimal Cost	2023	SIGMOD	5.030064e-05
10,556	Maintaining Biconnected Components in Streaming Graphs	2026	SIGMOD	4.9605343e-05
10,708	Efficient Influential Community Search over Dynamic Graphs	2026	SIGMOD	4.9605343e-05
10,737	Order-based Algorithms for Efficient Core Maintenance in Large Bipartite Graphs	2026	SIGMOD	4.9605343e-05
11,644	Enriching Relations with Additional Attributes for ER	2024	VLDB	4.9605343e-05
12,028	MIDAS: Towards Efficient and Effective Maintenance of Canned Patterns in Visual Graph Query Interfaces	2021	SIGMOD	4.9605343e-05
12,259	Catching Numeric Inconsistencies in Graphs	2018	SIGMOD	4.9605343e-05

Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
62	Maintaining Views Incrementally	1993	SIGMOD	0.00038944207
272	BLINKS: Ranked Keyword Searches on Graphs	2007	SIGMOD	0.00022559588
294	Bidirectional Expansion For Keyword Search on Graph Databases	2005	VLDB	0.00021884041
902	Parallelizing Sequential Graph Computations	2017	SIGMOD	0.00013142001
1,150	Algorithms for Deferred View Maintenance	1996	SIGMOD	0.00011766641
1,323	Incremental Graph Pattern Matching	2011	SIGMOD	0.00011019578
1,890	Incremental Maintenance for Materialized Views over Semistructured Data	1998	VLDB	9.4085684e-05
2,894	Functional Dependencies for Graphs	2016	SIGMOD	7.8870146e-05
3,071	Scalable Big Graph Processing in MapReduce	2014	SIGMOD	7.6670408e-05
4,568	Querying Big Graphs within Bounded Resources	2014	SIGMOD	6.5171208e-05
5,968	Distributed Graph Simulation: Impossibility and Possibility	2014	VLDB	5.9135528e-05

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3	5,690	iTurboGraph: Scaling and Automating Incremental Graph Analytics	2021	SIGMOD
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