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: 5310
Venue: SIGMOD
Year: 2017
Pagerank: 7.1480446e-05
Overall Rank: 3,394 | 76.39%
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
444	Parallelizing Sequential Graph Computations	2017	SIGMOD	0.00022987918
2,826	Regular Path Query Evaluation on Streaming Graphs	2020	SIGMOD	8.056119e-05
2,846	Unboundedness and Efficiency of Truss Maintenance in Evolving Graphs	2019	SIGMOD	8.0234377e-05
4,193	Relative Subboundedness of Contraction Hierarchy and Hierarchical 2-Hop Index in Dynamic Road Networks	2022	SIGMOD	6.37019e-05
4,836	Making Graphs Compact by Lossless Contraction	2021	SIGMOD	5.8896897e-05
5,292	Incrementalizing Graph Algorithms	2021	SIGMOD	5.5816687e-05
5,570	iTurboGraph: Scaling and Automating Incremental Graph Analytics	2021	SIGMOD	5.4284968e-05
5,941	Big Graphs: Challenges and Opportunities	2022	VLDB	5.2635446e-05
6,152	MIDAS: Towards Efficient and Effective Maintenance of Canned Patterns in Visual Graph Query Interfaces	2021	SIGMOD	5.183145e-05
6,193	Incrementalization of Graph Partitioning Algorithms	2020	VLDB	5.1632545e-05
6,216	Automating Incremental and Asynchronous Evaluation for Recursive Aggregate Data Processing	2020	SIGMOD	5.1534945e-05
6,690	Parallel Discrepancy Detection and Incremental Detection	2021	VLDB	4.9621556e-05
6,730	A Hierarchical Contraction Scheme for Querying Big Graphs	2022	SIGMOD	4.9479867e-05
6,835	Adaptive Asynchronous Parallelization of Graph Algorithms	2018	SIGMOD	4.91158e-05
6,971	BOOMER: Blending Visual Formulation and Processing of P-Homomorphic Queries on Large Networks	2018	SIGMOD	4.8792893e-05
7,428	DLCR: Efficient Indexing for Label-Constrained Reachability Queries on Large Dynamic Graphs	2022	VLDB	4.7320892e-05
7,641	Extending Graph Patterns with Conditions	2020	SIGMOD	4.6902655e-05
8,795	Graphsurge: Graph Analytics on View Collections Using Differential Computation	2021	SIGMOD	4.4499973e-05
9,564	Catching Numeric Inconsistencies in Graphs	2018	SIGMOD	4.3254416e-05
9,802	Automating Incremental Graph Processing with Flexible Memoization	2021	VLDB	4.2807806e-05
9,908	Keep Your Distributed Data Warehouse Consistent at a Minimal Cost	2023	SIGMOD	4.2576943e-05
10,159	Efficient Influential Community Search over Dynamic Graphs	2026	SIGMOD	4.1945683e-05
10,189	Order-based Algorithms for Efficient Core Maintenance in Large Bipartite Graphs	2026	SIGMOD	4.1945683e-05
11,042	Efficient Index for Temporal Core Queries over Bipartite Graphs	2024	VLDB	4.1945683e-05
11,054	Enriching Relations with Additional Attributes for ER	2024	VLDB	4.1945683e-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
95	Maintaining Views Incrementally	1993	SIGMOD	0.00050896659
301	BLINKS: Ranked Keyword Searches on Graphs	2007	SIGMOD	0.00028370644
336	Bidirectional Expansion For Keyword Search on Graph Databases	2005	VLDB	0.00027020919
444	Parallelizing Sequential Graph Computations	2017	SIGMOD	0.00022987918
1,421	Algorithms for Deferred View Maintenance	1996	SIGMOD	0.0001205793
1,639	Incremental Maintenance for Materialized Views over Semistructured Data	1998	VLDB	0.00011048834
1,720	Incremental Graph Pattern Matching	2011	SIGMOD	0.00010779343
2,450	Functional Dependencies for Graphs	2016	SIGMOD	8.7882979e-05
3,129	Scalable Big Graph Processing in MapReduce	2014	SIGMOD	7.5008242e-05
4,211	Querying Big Graphs within Bounded Resources	2014	SIGMOD	6.3563454e-05
6,146	Distributed Graph Simulation: Impossibility and Possibility	2014	VLDB	5.1857597e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
6,193	Incrementalization of Graph Partitioning Algorithms	2020	VLDB	5.1632545e-05
10,710	Approximate 2-hop neighborhoods on incremental graphs: An efficient lazy approach	2025	VLDB	4.1945683e-05
5,570	iTurboGraph: Scaling and Automating Incremental Graph Analytics	2021	SIGMOD	5.4284968e-05
6,730	A Hierarchical Contraction Scheme for Querying Big Graphs	2022	SIGMOD	4.9479867e-05
1,579	Query Preserving Graph Compression	2012	SIGMOD	0.00011283792
2,846	Unboundedness and Efficiency of Truss Maintenance in Evolving Graphs	2019	SIGMOD	8.0234377e-05
9,802	Automating Incremental Graph Processing with Flexible Memoization	2021	VLDB	4.2807806e-05
4,211	Querying Big Graphs within Bounded Resources	2014	SIGMOD	6.3563454e-05
1,720	Incremental Graph Pattern Matching	2011	SIGMOD	0.00010779343
5,292	Incrementalizing Graph Algorithms	2021	SIGMOD	5.5816687e-05