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RadixGraph: A Fast, Space-Optimized Data Structure for Dynamic Graph Storage

Summary: RadixGraph: dynamic graph storage with a space-efficient radix-tree vertex index and a hybrid snapshot-log edge layout. Targets amortized O(1) updates, sustaining millions of concurrent updates/sec while cutting memory ~40% and beating the best baseline up to 16.27x on ingest. (summarized by gpt-5-mini on Apr 11 2026)

Paper ID
7512
Venue
SIGMOD
Year
2026
Pagerank
4.1945683e-05
Overall Rank
10,200 | 29.05%
DOI
10.1145/3786686

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Showing 23 of 23 cited papers.

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

Rank Cited Paper Year Venue Pagerank
396 One Trillion Edges: Graph Processing at Facebook-Scale 2015 VLDB 0.00024424102
819 Persistent B+-Trees in Non-Volatile Main Memory 2015 VLDB 0.00016298164
1,024 Path Problems in Temporal Graphs 2014 VLDB 0.00014609643
1,426 LiveGraph: A Transactional Graph Storage System with Purely Sequential Adjacency List Scans 2020 VLDB 0.00012050977
1,696 A Seven-Dimensional Analysis of Hashing Methods and its Implications on Query Processing 2016 VLDB 0.00010881034
1,913 BF-Tree: Approximate Tree Indexing 2014 VLDB 0.00010113937
2,200 LDBC Graphalytics: A Benchmark for Large-Scale Graph Analysis on Parallel and Distributed Platforms 2016 VLDB 9.3075881e-05
2,228 Real-Time Twitter Recommendation: Online Motif Detection in Large Dynamic Graphs 2014 VLDB 9.2385241e-05
2,905 Teseo and the Analysis of Structural Dynamic Graphs 2021 VLDB 7.9352789e-05
3,366 An Adaptive Packed-Memory Array 2006 PODS 7.1726818e-05
3,729 Sortledton: a Universal, Transactional Graph Data Structure 2022 VLDB 6.8133526e-05
4,096 RisGraph: A Real-Time Streaming System for Evolving Graphs to Support Sub-millisecond Per-update Analysis at Millions Ops/s 2021 SIGMOD 6.4555664e-05
4,130 B+-tree Index Optimization by Exploiting Internal Parallelism of Flash-based Solid State Drives 2012 VLDB 6.4256779e-05
4,236 Terrace: A Hierarchical Graph Container for Skewed Dynamic Graphs 2021 SIGMOD 6.3335374e-05
5,315 Cuckoo Index: A Lightweight Secondary Index Structure 2020 VLDB 5.5723424e-05
5,847 Spruce: A Fast yet Space-saving Structure for Dynamic Graph Storage 2024 SIGMOD 5.302174e-05
7,106 Revisiting the Design of LSM-tree Based OLTP Storage Engine with Persistent Memory 2021 VLDB 4.8300429e-05
7,375 BG3: A Cost Effective and I/O Efficient Graph Database in ByteDance 2024 SIGMOD 4.7491278e-05
7,694 LSMGraph: A High-Performance Dynamic Graph Storage System with Multi-Level CSR 2024 SIGMOD 4.6757592e-05
8,267 Revisiting the Design of In-Memory Dynamic Graph Storage 2025 SIGMOD 4.545679e-05
9,440 GastCoCo: Graph Storage and Coroutine-Based Prefetch Co-Design for Dynamic Graph Processing 2024 VLDB 4.3419774e-05
9,745 GTX: A Write-Optimized Latch-free Graph Data System with Transactional Support 2025 SIGMOD 4.2897489e-05
10,367 Aster: Enhancing LSM-structures for Scalable Graph Database 2025 SIGMOD 4.1945683e-05
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