TrillionG: A Trillion-scale Synthetic Graph Generator using a Recursive Vector Model
Summary: Disk-based, memory-light generator capable of trillion-edge graphs on commodity clusters (e.g., 10 PCs). Proposes a recursive vector model that generalizes RMAT/Kronecker to a scope-based framework, enabling fast, scalable generation and richer graph semantics with orders-of-magnitude gains. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Himchan Park
- 2. Min-Soo Kim
Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,014 | TurboGraph++: A Scalable and Fast Graph Analytics System | 2018 | SIGMOD | 5.7519428e-05 |
| 5,573 | iTurboGraph: Scaling and Automating Incremental Graph Analytics | 2021 | SIGMOD | 5.4268881e-05 |
| 6,443 | Play like a Vertex: A Stackelberg Game Approach for Streaming Graph Partitioning | 2024 | SIGMOD | 5.0540558e-05 |
| 7,212 | Space-Efficient Random Walks on Streaming Graphs | 2023 | VLDB | 4.7943898e-05 |
| 10,523 | cuMatch: A GPU-based Memory-Efficient Worst-case Optimal Join Processing Method for Subgraph Queries with Complex Patterns | 2025 | SIGMOD | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 208 | Schism: a Workload-Driven Approach to Database Replication and Partitioning | 2010 | VLDB | 0.00034478612 |
| 395 | One Trillion Edges: Graph Processing at Facebook-Scale | 2015 | VLDB | 0.00024440144 |
| 530 | The LDBC Social Network Benchmark: Interactive Workload | 2015 | SIGMOD | 0.00020823189 |
| 679 | Skew-Aware Automatic Database Partitioning in Shared-Nothing, Parallel OLTP Systems | 2012 | SIGMOD | 0.00018211621 |
| 2,201 | LDBC Graphalytics: A Benchmark for Large-Scale Graph Analysis on Parallel and Distributed Platforms | 2016 | VLDB | 9.3042485e-05 |
| 3,839 | GTS: A Fast and Scalable Graph Processing Method based on Streaming Topology to GPUs | 2016 | SIGMOD | 6.7108721e-05 |
| 6,968 | ROLL: Fast In-Memory Generation of Gigantic Scale-free Networks | 2016 | SIGMOD | 4.8752859e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,359 | An I/O-Efficient Disk-based Graph System for Scalable Second-Order Random Walk of Large Graphs | 2022 | VLDB | 4.7477556e-05 |
| 9,681 | TeraHAC: Hierarchical Agglomerative Clustering of Trillion-Edge Graphs | 2023 | SIGMOD | 4.3006524e-05 |
| 1,388 | TGL: A General Framework for Temporal GNN Training on Billion-Scale Graphs | 2022 | VLDB | 0.00012249747 |
| 6,968 | ROLL: Fast In-Memory Generation of Gigantic Scale-free Networks | 2016 | SIGMOD | 4.8752859e-05 |
| 588 | Massive Graph Triangulation | 2013 | SIGMOD | 0.00019588834 |
| 4,236 | Distributed Edge Partitioning for Trillion-edge Graphs | 2019 | VLDB | 6.3296839e-05 |
| 395 | One Trillion Edges: Graph Processing at Facebook-Scale | 2015 | VLDB | 0.00024440144 |
| 9,146 | Accelerating Core Decomposition in Billion-Scale Hypergraphs | 2025 | SIGMOD | 4.380727e-05 |
| 3,537 | OPT: A New Framework for Overlapped and Parallel Triangulation in Large-scale Graphs | 2014 | SIGMOD | 6.9929946e-05 |
| 558 | Trinity: A Distributed Graph Engine on a Memory Cloud | 2013 | SIGMOD | 0.00020158056 |