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: 5311
Venue: SIGMOD
Year: 2017
Pagerank: 7.0916563e-05
Overall Rank: 3,439 | 76.11%
DOI: 10.1145/3055918.3055944

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 25 of 25 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
441	Parallelizing Sequential Graph Computations	2017	SIGMOD	0.00023172424
2,832	Regular Path Query Evaluation on Streaming Graphs	2020	SIGMOD	8.048358e-05
2,852	Unboundedness and Efficiency of Truss Maintenance in Evolving Graphs	2019	SIGMOD	8.0158741e-05
4,194	Relative Subboundedness of Contraction Hierarchy and Hierarchical 2-Hop Index in Dynamic Road Networks	2022	SIGMOD	6.3640644e-05
5,030	Making Graphs Compact by Lossless Contraction	2021	SIGMOD	5.7445683e-05
5,266	Incrementalizing Graph Algorithms	2021	SIGMOD	5.5949839e-05
5,563	Big Graphs: Challenges and Opportunities	2022	VLDB	5.4328211e-05
5,573	iTurboGraph: Scaling and Automating Incremental Graph Analytics	2021	SIGMOD	5.4268881e-05
6,195	Incrementalization of Graph Partitioning Algorithms	2020	VLDB	5.1583102e-05
6,209	Automating Incremental and Asynchronous Evaluation for Recursive Aggregate Data Processing	2020	SIGMOD	5.1508692e-05
6,691	Parallel Discrepancy Detection and Incremental Detection	2021	VLDB	4.9573939e-05
6,834	Adaptive Asynchronous Parallelization of Graph Algorithms	2018	SIGMOD	4.9072544e-05
6,965	BOOMER: Blending Visual Formulation and Processing of P-Homomorphic Queries on Large Networks	2018	SIGMOD	4.8759021e-05
7,179	A Hierarchical Contraction Scheme for Querying Big Graphs	2022	SIGMOD	4.803776e-05
7,430	DLCR: Efficient Indexing for Label-Constrained Reachability Queries on Large Dynamic Graphs	2022	VLDB	4.7275494e-05
7,566	Extending Graph Patterns with Conditions	2020	SIGMOD	4.7047078e-05
8,792	Graphsurge: Graph Analytics on View Collections Using Differential Computation	2021	SIGMOD	4.4457318e-05
9,805	Automating Incremental Graph Processing with Flexible Memoization	2021	VLDB	4.2766788e-05
9,907	Keep Your Distributed Data Warehouse Consistent at a Minimal Cost	2023	SIGMOD	4.2536148e-05
10,159	Efficient Influential Community Search over Dynamic Graphs	2026	SIGMOD	4.1905499e-05
10,189	Order-based Algorithms for Efficient Core Maintenance in Large Bipartite Graphs	2026	SIGMOD	4.1905499e-05
11,045	Efficient Index for Temporal Core Queries over Bipartite Graphs	2024	VLDB	4.1905499e-05
11,057	Enriching Relations with Additional Attributes for ER	2024	VLDB	4.1905499e-05
11,477	MIDAS: Towards Efficient and Effective Maintenance of Canned Patterns in Visual Graph Query Interfaces	2021	SIGMOD	4.1905499e-05
11,711	Catching Numeric Inconsistencies in Graphs	2018	SIGMOD	4.1905499e-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
97	Maintaining Views Incrementally	1993	SIGMOD	0.00050863077
302	BLINKS: Ranked Keyword Searches on Graphs	2007	SIGMOD	0.00028343691
337	Bidirectional Expansion For Keyword Search on Graph Databases	2005	VLDB	0.00027002505
441	Parallelizing Sequential Graph Computations	2017	SIGMOD	0.00023172424
1,428	Algorithms for Deferred View Maintenance	1996	SIGMOD	0.00012030912
1,663	Incremental Maintenance for Materialized Views over Semistructured Data	1998	VLDB	0.00010961643
1,806	Incremental Graph Pattern Matching	2011	SIGMOD	0.00010478244
3,188	Scalable Big Graph Processing in MapReduce	2014	SIGMOD	7.4142307e-05
3,478	Functional Dependencies for Graphs	2016	SIGMOD	7.0554625e-05
4,207	Querying Big Graphs within Bounded Resources	2014	SIGMOD	6.3519481e-05
6,119	Distributed Graph Simulation: Impossibility and Possibility	2014	VLDB	5.1991813e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
6,195	Incrementalization of Graph Partitioning Algorithms	2020	VLDB	5.1583102e-05
10,717	Approximate 2-hop neighborhoods on incremental graphs: An efficient lazy approach	2025	VLDB	4.1905499e-05
5,573	iTurboGraph: Scaling and Automating Incremental Graph Analytics	2021	SIGMOD	5.4268881e-05
7,179	A Hierarchical Contraction Scheme for Querying Big Graphs	2022	SIGMOD	4.803776e-05
2,852	Unboundedness and Efficiency of Truss Maintenance in Evolving Graphs	2019	SIGMOD	8.0158741e-05
1,572	Query Preserving Graph Compression	2012	SIGMOD	0.00011296109
9,805	Automating Incremental Graph Processing with Flexible Memoization	2021	VLDB	4.2766788e-05
4,207	Querying Big Graphs within Bounded Resources	2014	SIGMOD	6.3519481e-05
1,806	Incremental Graph Pattern Matching	2011	SIGMOD	0.00010478244
5,266	Incrementalizing Graph Algorithms	2021	SIGMOD	5.5949839e-05