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Bw-Graph: An Efficient Graph Storage System Harmonizing Topology-Aware Tree with Paged CSR

Summary: Bw-Graph combines a balanced topology-aware tree with paged CSR, using append-only delta pages for sequential updates and locality-preserving storage. Lightweight MVCC and a multi-version vertex index make structural changes nonblocking, while analytics approach GridGraph. (summarized by gpt-5.6-luna on Jul 26 2026)

Paper ID
7398
Venue
SIGMOD
Year
2026
Pagerank
5.093636e-05
Overall Rank
10,207 | 29.98%
DOI
10.1145/3802025

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Authors

BibTeX Citation

@inproceedings{wang_sigmod26,
        title = {{Bw-Graph: An Efficient Graph Storage System Harmonizing Topology-Aware Tree with Paged CSR}},
        author = {Wang, Songyao and Wang, Chaokun and Li, Zecheng and Zhang, Aoqi},
        series = {{SIGMOD} '26},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3802025},
        url = {https://dl.acm.org/doi/10.1145/3802025},
        year = {2026}
}

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Outgoing Citations (Sorted by Pagerank)

Showing 16 of 16 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
1,226 LiveGraph: A Transactional Graph Storage System with Purely Sequential Adjacency List Scans 2020 VLDB 0.00011589731
1,511 Speedup Graph Processing by Graph Ordering 2016 SIGMOD 0.00010538011
1,563 LDBC Graphalytics: A Benchmark for Large-Scale Graph Analysis on Parallel and Distributed Platforms 2016 VLDB 0.00010352314
2,141 Teseo and the Analysis of Structural Dynamic Graphs 2021 VLDB 9.0978534e-05
2,580 Community Detection in Social Networks: An In-depth Benchmarking Study with a Procedure-Oriented Framework 2015 VLDB 8.3887788e-05
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
4,946 Spruce: A Fast yet Space-saving Structure for Dynamic Graph Storage 2024 SIGMOD 6.4319457e-05
6,440 DiskGNN: Bridging I/O Efficiency and Model Accuracy for Out-of-Core GNN Training 2025 SIGMOD 5.8782861e-05
6,456 LSMGraph: A High-Performance Dynamic Graph Storage System with Multi-Level CSR 2024 SIGMOD 5.8741786e-05
6,490 CAVE: Concurrency-Aware Graph Processing on SSDs 2024 SIGMOD 5.8643667e-05
6,521 BG3: A Cost Effective and I/O Efficient Graph Database in ByteDance 2024 SIGMOD 5.8534756e-05
8,896 Aster: Enhancing LSM-structures for Scalable Graph Database 2025 SIGMOD 5.3495662e-05
8,897 BACH: Bridging Adjacency List and CSR Format using LSM-Trees for HGTAP Workloads 2025 VLDB 5.3495662e-05
9,616 ACGraph: An Efficient Asynchronous Out-of-Core Graph Processing Framework 2026 SIGMOD 5.2434488e-05
9,624 RapidStore: An Efficient Dynamic Graph Storage System for Concurrent Queries 2025 VLDB 5.2434488e-05
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