RAGraph: A Region-Aware Framework for Geo-Distributed Graph Processing

Summary: RAGraph is a region-aware geo-distributed graph processing framework that advances inefficient global updates locally and enables coordination-free, region-scoped message interactions to tolerate WAN heterogeneity. It adds an adaptive hierarchical interaction engine and discrepancy-aware message filtering, yielding large speedups and 20.9%–97% WAN cost reduction. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 13488
Venue: VLDB
Year: 2024
Pagerank: 4.8609956e-05
Overall Rank: 7,003 | 51.33%
DOI: 10.14778/3632093.3632094

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 6 of 6 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
7,694	LSMGraph: A High-Performance Dynamic Graph Storage System with Multi-Level CSR	2024	SIGMOD	4.6712753e-05
10,027	NeutronHeter: Optimizing Distributed Graph Neural Network Training for Heterogeneous Clusters	2026	SIGMOD	4.1905499e-05
10,192	Performant Synchronization in Geo-Distributed Databases	2026	SIGMOD	4.1905499e-05
10,554	OpenFGL: A Comprehensive Benchmark for Federated Graph Learning	2025	VLDB	4.1905499e-05
10,680	Sectric: Towards Accurate, Privacy-preserving and Efficient Triangle Counting	2025	VLDB	4.1905499e-05
11,029	Improving Graph Compression for Efficient Resource-Constrained Graph Analytics	2024	VLDB	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 15 of 15 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
4	Pregel: A System for Large-Scale Graph Processing	2010	SIGMOD	0.0019040811
39	Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud	2012	VLDB	0.00075263552
441	Parallelizing Sequential Graph Computations	2017	SIGMOD	0.00023172424
1,907	Fast and Unified Local Search for Random Walk Based K-Nearest-Neighbor Query in Large Graphs	2014	SIGMOD	0.00010130702
4,025	TopoX: Topology Refactorization for Efficient Graph Partitioning and Processing	2019	VLDB	6.5174688e-05
4,091	RisGraph: A Real-Time Streaming System for Evolving Graphs to Support Sub-millisecond Per-update Analysis at Millions Ops/s	2021	SIGMOD	6.4529617e-05
5,051	Performance Guarantees for Distributed Reachability Queries	2012	VLDB	5.7267112e-05
6,086	Subgraph Matching over Graph Federation	2022	VLDB	5.2157921e-05
6,119	Distributed Graph Simulation: Impossibility and Possibility	2014	VLDB	5.1991813e-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
6,834	Adaptive Asynchronous Parallelization of Graph Algorithms	2018	SIGMOD	4.9072544e-05
7,855	An Introduction to Federated Computation	2022	SIGMOD	4.6305904e-05
8,120	Start Late or Finish Early: A Distributed Graph Processing System with Redundancy Reduction	2019	VLDB	4.5772218e-05
9,805	Automating Incremental Graph Processing with Flexible Memoization	2021	VLDB	4.2766788e-05

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Overall Rank	Paper	Year	Venue	Pagerank
4,053	WANalytics: Geo-Distributed Analytics for a Data Intensive World	2015	SIGMOD	6.4916925e-05
5,059	G-Tran: A High Performance Distributed Graph Database with a Decentralized Architecture	2022	VLDB	5.7207311e-05
7,057	EAGr: Supporting Continuous Ego-centric Aggregate Queries over Large Dynamic Graphs	2014	SIGMOD	4.841817e-05
6,086	Subgraph Matching over Graph Federation	2022	VLDB	5.2157921e-05
5,780	MOCgraph: Scalable Distributed Graph Processing Using Message Online Computing	2015	VLDB	5.327262e-05
1,876	Large-Scale Distributed Graph Computing Systems: An Experimental Evaluation	2015	VLDB	0.00010242818
5,051	Performance Guarantees for Distributed Reachability Queries	2012	VLDB	5.7267112e-05
3,234	Managing Large Dynamic Graphs Efficiently	2012	SIGMOD	7.3302974e-05
10,192	Performant Synchronization in Geo-Distributed Databases	2026	SIGMOD	4.1905499e-05
5,809	Fast and Robust Distributed Subgraph Enumeration	2019	VLDB	5.3175972e-05