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

Summary: RAGraph targets geo-distributed graph processing under heterogeneous, bandwidth-scarce WANs by advancing updates locally and enabling coordination-free interactions. Its adaptive hierarchical messaging and discrepancy-aware filtering reduce WAN traffic by 20.9–97% and deliver 1.69–40.53× speedups. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
13675
Venue
VLDB
Year
2024
Pagerank
5.7525746e-05
Overall Rank
6,857 | 52.96%
DOI
10.14778/3632093.3632094

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{yao_vldb24,
        title = {{RAGraph: A Region-Aware Framework for Geo-Distributed Graph Processing}},
        author = {Yao, Feng and Tao, Qian and Yu, Wenyuan and Zhang, Yanfeng and Gong, Shufeng and Wang, Qiange and Yu, Ge and Zhou, Jingren},
        journal = {PVLDB},
        series = {{VLDB} '24},
        volume = {17},
        number = {3},
        pages = {264--277},
        doi = {10.14778/3632093.3632094},
        url = {https://doi.org/10.14778/3632093.3632094},
        year = {2024}
}

Incoming Citations (Sorted by Pagerank)

Showing 6 of 6 citing papers.

Rank Citing Paper Year Venue Pagerank
6,456 LSMGraph: A High-Performance Dynamic Graph Storage System with Multi-Level CSR 2024 SIGMOD 5.8741786e-05
10,323 NeutronHeter: Optimizing Distributed Graph Neural Network Training for Heterogeneous Clusters 2026 SIGMOD 5.093636e-05
10,481 Performant Synchronization in Geo-Distributed Databases 2026 SIGMOD 5.093636e-05
10,817 OpenFGL: A Comprehensive Benchmark for Federated Graph Learning 2025 VLDB 5.093636e-05
10,921 Sectric: Towards Accurate, Privacy-preserving and Efficient Triangle Counting 2025 VLDB 5.093636e-05
11,236 Improving Graph Compression for Efficient Resource-Constrained Graph Analytics 2024 VLDB 5.093636e-05
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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
3 Pregel: A System for Large-Scale Graph Processing 2010 SIGMOD 0.0012250108
20 Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud 2012 VLDB 0.00056944564
956 Parallelizing Sequential Graph Computations 2017 SIGMOD 0.0001297452
1,628 Fast and Unified Local Search for Random Walk Based K-Nearest-Neighbor Query in Large Graphs 2014 SIGMOD 0.00010186757
3,068 RisGraph: A Real-Time Streaming System for Evolving Graphs to Support Sub-millisecond Per-update Analysis at Millions Ops/s 2021 SIGMOD 7.7939351e-05
3,601 TopoX: Topology Refactorization for Efficient Graph Partitioning and Processing 2019 VLDB 7.27018e-05
5,029 Performance Guarantees for Distributed Reachability Queries 2012 VLDB 6.3960846e-05
5,581 Subgraph Matching over Graph Federation 2022 VLDB 6.1624715e-05
5,811 Incrementalization of Graph Partitioning Algorithms 2020 VLDB 6.0782651e-05
5,878 Distributed Graph Simulation: Impossibility and Possibility 2014 VLDB 6.0539311e-05
6,203 Automating Incremental and Asynchronous Evaluation for Recursive Aggregate Data Processing 2020 SIGMOD 5.9447217e-05
6,599 Adaptive Asynchronous Parallelization of Graph Algorithms 2018 SIGMOD 5.8250554e-05
7,833 An Introduction to Federated Computation 2022 SIGMOD 5.535766e-05
8,085 Start Late or Finish Early: A Distributed Graph Processing System with Redundancy Reduction 2019 VLDB 5.4907964e-05
9,967 Automating Incremental Graph Processing with Flexible Memoization 2021 VLDB 5.1869874e-05
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# Overall Rank Paper Year Venue
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