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Sortledton: a Universal, Transactional Graph Data Structure
Summary: Sortledton: universal, transactional graph data structure for dynamic graphs, optimized for graph kernels. It handles millions of transactional updates per second and ~1.22x CSR-like throughput on common workloads, with a simpler design and 2.1x CSR memory footprint.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 12629
- Venue
- VLDB
- Year
- 2022
- Pagerank
- 6.8067988e-05
- Overall Rank
- 3,733 | 74.06%
- DOI
-
10.14778/3514061.3514065
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 18 of 18 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 5,857 |
Spruce: A Fast yet Space-saving Structure for Dynamic Graph Storage |
2024 |
SIGMOD |
5.2970837e-05 |
| 7,694 |
LSMGraph: A High-Performance Dynamic Graph Storage System with Multi-Level CSR |
2024 |
SIGMOD |
4.6712753e-05 |
| 8,264 |
Revisiting the Design of In-Memory Dynamic Graph Storage |
2025 |
SIGMOD |
4.541321e-05 |
| 8,480 |
Mammoths Are Slow: The Overlooked Transactions of Graph Data |
2024 |
VLDB |
4.4967501e-05 |
| 9,445 |
GastCoCo: Graph Storage and Coroutine-Based Prefetch Co-Design for Dynamic Graph Processing |
2024 |
VLDB |
4.3378164e-05 |
| 9,640 |
An Experimental Comparison of Tree-data Structures for Connectivity Queries on Fully-dynamic Undirected Graphs |
2025 |
SIGMOD |
4.3067693e-05 |
| 9,651 |
Dynamic Graph Databases with Out-of-order Updates |
2024 |
VLDB |
4.3067693e-05 |
| 9,744 |
GTX: A Write-Optimized Latch-free Graph Data System with Transactional Support |
2025 |
SIGMOD |
4.2856385e-05 |
| 10,161 |
Enabling Efficient Direct Update on Rule-Based Compressed Graph |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,200 |
RadixGraph: A Fast, Space-Optimized Data Structure for Dynamic Graph Storage |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,379 |
Aster: Enhancing LSM-structures for Scalable Graph Database |
2025 |
SIGMOD |
4.1905499e-05 |
| 10,436 |
Catching up with Disorder: Dynamic Graphs with Out-of-Order Updates |
2025 |
SIGMOD |
4.1905499e-05 |
| 10,567 |
BACH: Bridging Adjacency List and CSR Format using LSM-Trees for HGTAP Workloads |
2025 |
VLDB |
4.1905499e-05 |
| 10,696 |
RapidStore: An Efficient Dynamic Graph Storage System for Concurrent Queries |
2025 |
VLDB |
4.1905499e-05 |
| 10,710 |
Shifting Transaction Isolation on Graphs: From Systems to Data |
2025 |
VLDB |
4.1905499e-05 |
| 10,713 |
Efficient Graph Data Access for Out-of-Memory GPU Streaming Graph Processing |
2025 |
VLDB |
4.1905499e-05 |
| 10,743 |
TreeCat: Standalone Catalog Engine for Large Data Systems |
2025 |
VLDB |
4.1905499e-05 |
| 10,867 |
Towards Sufficient GPU-accelerated Dynamic Graph Management: Survey and Experiment |
2025 |
VLDB |
4.1905499e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 19 of 19 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 4 |
Pregel: A System for Large-Scale Graph Processing |
2010 |
SIGMOD |
0.0019040811 |
| 87 |
Hekaton: SQL Server’s Memory-Optimized OLTP Engine |
2013 |
SIGMOD |
0.00052844656 |
| 281 |
LinkBench: a Database Benchmark Based on the Facebook Social Graph |
2013 |
SIGMOD |
0.00029084275 |
| 286 |
High-Performance Concurrency Control Mechanisms for Main-Memory Databases |
2012 |
VLDB |
0.0002894802 |
| 327 |
The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing |
2018 |
VLDB |
0.00027312381 |
| 341 |
EmptyHeaded: A Relational Engine for Graph Processing |
2016 |
SIGMOD |
0.00026850764 |
| 419 |
Fast Serializable Multi-Version Concurrency Control for Main-Memory Database Systems |
2015 |
SIGMOD |
0.00023720294 |
| 530 |
The LDBC Social Network Benchmark: Interactive Workload |
2015 |
SIGMOD |
0.00020823189 |
| 964 |
G-CORE: A Core for Future Graph Query Languages |
2018 |
SIGMOD |
0.00014967208 |
| 1,334 |
Optimizing Subgraph Queries by Combining Binary and Worst-Case Optimal Joins |
2019 |
VLDB |
0.00012543633 |
| 1,392 |
Real-time Constrained Cycle Detection in Large Dynamic Graphs |
2018 |
VLDB |
0.00012224015 |
| 1,424 |
LiveGraph: A Transactional Graph Storage System with Purely Sequential Adjacency List Scans |
2020 |
VLDB |
0.00012044472 |
| 1,938 |
From Theory to Practice: Efficient Join Query Evaluation in a Parallel Database System |
2015 |
SIGMOD |
0.00010025547 |
| 2,178 |
Real-Time Twitter Recommendation: Online Motif Detection in Large Dynamic Graphs |
2014 |
VLDB |
9.3645765e-05 |
| 2,910 |
Teseo and the Analysis of Structural Dynamic Graphs |
2021 |
VLDB |
7.9276339e-05 |
| 2,926 |
Design Principles for Scaling Multi-core OLTP Under High Contention |
2016 |
SIGMOD |
7.8868401e-05 |
| 3,135 |
Fractal: A General-Purpose Graph Pattern Mining System |
2019 |
SIGMOD |
7.4928743e-05 |
| 4,238 |
Terrace: A Hierarchical Graph Container for Skewed Dynamic Graphs |
2021 |
SIGMOD |
6.3274465e-05 |
| 4,889 |
GraphJet: Real-Time Content Recommendations at Twitter |
2016 |
VLDB |
5.8480413e-05 |
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