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KGFabric: A Scalable Knowledge Graph Warehouse for Enterprise Data Interconnection

Summary: KGFabric: DFS-backed knowledge-graph warehouse using an SPG (LPG-compatible) model, native/hybrid graph formats and a graph-fabric layer to minimize duplication and serve parallel, multi-workload graph computing across POSIX multi-cloud storage. Scales to petascale (100B+ relations), cuts semantic storage >90%, speeds graph-fabric workloads 21× and multi-hop analysis up to 100× vs. RDBMS/graph DBs. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
13775
Venue
VLDB
Year
2024
Pagerank
5.093636e-05
Overall Rank
11,282 | 22.60%
DOI
10.14778/3685800.3685810

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

BibTeX Citation

@article{yi_vldb24,
        title = {{KGFabric: A Scalable Knowledge Graph Warehouse for Enterprise Data Interconnection}},
        author = {Yi, Peng and Liang, Lei and Zhang, Da and Chen, Yong and Zhu, Jinye and Liu, Xiangyu and Tang, Kun and Chen, Jialin and Lin, Hao and Qiu, Leijie and Zhou, Jun},
        journal = {PVLDB},
        series = {{VLDB} '24},
        volume = {17},
        number = {12},
        pages = {3841--3854},
        doi = {10.14778/3685800.3685810},
        url = {https://doi.org/10.14778/3685800.3685810},
        year = {2024}
}

Incoming Citations (Sorted by Pagerank)

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Outgoing Citations (Sorted by Pagerank)

Showing 17 of 17 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
436 Trinity: A Distributed Graph Engine on a Memory Cloud 2013 SIGMOD 0.00018504439
472 Optimizing Space Amplification in RocksDB 2017 CIDR 0.000179044
520 Delta Lake: High-Performance ACID Table Storage over Cloud Object Stores 2020 VLDB 0.00017136828
749 Data Lake Management: Challenges and Opportunities 2019 VLDB 0.00014379989
809 Optimizing Subgraph Queries by Combining Binary and Worst-Case Optimal Joins 2019 VLDB 0.00013874588
1,174 Tsunami: A Learned Multi-dimensional Index for Correlated Data and Skewed Workloads 2021 VLDB 0.00011817414
1,199 Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads 2016 SIGMOD 0.00011703966
1,226 LiveGraph: A Transactional Graph Storage System with Purely Sequential Adjacency List Scans 2020 VLDB 0.00011589731
1,580 Compaction management in distributed key-value datastores 2015 VLDB 0.00010299919
1,661 PG-Schema: Schemas for Property Graphs 2023 SIGMOD 0.00010079134
1,836 Graph Pattern Matching in GQL and SQL/PGQ 2022 SIGMOD 9.6489549e-05
2,053 TripleBit: a Fast and Compact System for Large Scale RDF Data 2013 VLDB 9.2518674e-05
2,861 PG-Keys: Keys for Property Graphs 2021 SIGMOD 8.0212883e-05
3,357 Columnar Storage and List-based Processing for Graph Database Management Systems 2021 VLDB 7.4904874e-05
4,544 ByteGraph: A High-Performance Distributed Graph Database in ByteDance 2022 VLDB 6.6382612e-05
9,738 GeaFlow: A Graph Extended and Accelerated Dataflow System 2023 SIGMOD 5.227679e-05
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