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TuskFlow: An Efficient Graph Database for Long-Running Transactions

Summary: TuskFlow (Neo4j-based) handles long-running "mammoth" graph transactions with a deterministic epoch protocol that reorders regular work and enables parallel mammoth execution. Graph-aware tagging and partitioning reduce conflicts, preserve transactional semantics, avoid blocking writes, and cut tail latency up to 45x. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
14085
Venue
VLDB
Year
2025
Pagerank
4.1905499e-05
Overall Rank
10,769 | 25.16%
DOI
10.14778/3750601.3750603

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Showing 29 of 29 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
45 Sagas 1987 SIGMOD 0.00071732655
109 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.00048217028
122 Calvin: Fast Distributed Transactions for Partitioned Database Systems 2012 SIGMOD 0.0004532783
215 OLTP Through the Looking Glass, and What We Found There 2008 SIGMOD 0.00033609709
281 LinkBench: a Database Benchmark Based on the Facebook Social Graph 2013 SIGMOD 0.00029084275
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
787 Cypher: An Evolving Query Language for Property Graphs 2018 SIGMOD 0.00016624372
961 The Case for Determinism in Database Systems 2010 VLDB 0.00015028453
1,021 Path Problems in Temporal Graphs 2014 VLDB 0.00014608331
1,697 Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads 2016 SIGMOD 0.00010859294
1,721 Cloud-Native Database Systems at Alibaba: Opportunities and Challenges 2019 VLDB 0.00010741822
2,370 Aria: A Fast and Practical Deterministic OLTP Database 2020 VLDB 8.9457118e-05
2,504 Graph Pattern Matching in GQL and SQL/PGQ 2022 SIGMOD 8.629969e-05
2,596 LEOPARD: Lightweight Edge-Oriented Partitioning and Replication for Dynamic Graphs 2016 VLDB 8.4690558e-05
3,153 AnalyticDB: Real-time OLAP Database System at Alibaba Cloud 2019 VLDB 7.4706916e-05
3,482 Optimal Column Layout for Hybrid Workloads 2019 VLDB 7.0514808e-05
3,670 The LDBC Social Network Benchmark: Business Intelligence Workload 2023 VLDB 6.8557811e-05
3,840 Experimental Analysis of Streaming Algorithms for Graph Partitioning 2019 SIGMOD 6.7098606e-05
4,034 Online, Asynchronous Schema Change in F1 2013 VLDB 6.5112899e-05
5,357 LightSaber: Efficient Window Aggregation on Multi-core Processors 2020 SIGMOD 5.5512343e-05
5,473 TAOBench: An End-to-End Benchmark for Social Network Workloads 2022 VLDB 5.4886728e-05
5,853 ByteHTAP: ByteDance’s HTAP System with High Data Freshness and Strong Data Consistency 2022 VLDB 5.2982336e-05
7,023 Contention-Aware Lock Scheduling for Transactional Databases 2018 VLDB 4.853107e-05
7,559 Transaction Scheduling: From Conflicts to Runtime Conflicts 2023 SIGMOD 4.7065517e-05
7,687 Towards Optimal Transaction Scheduling 2024 VLDB 4.6745165e-05
8,218 Galaxybase: A High Performance Native Distributed Graph Database for HTAP 2024 VLDB 4.5515694e-05
8,480 Mammoths Are Slow: The Overlooked Transactions of Graph Data 2024 VLDB 4.4967501e-05
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