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GastCoCo: Graph Storage and Coroutine-Based Prefetch Co-Design for Dynamic Graph Processing

Summary: Co-designs storage+prefetch for dynamic graphs: CBList gives a prefetch-friendly layout that balances contiguous compute access with linked-list update efficiency. Stackless coroutine-driven software prefetching (GastCoCo) hides memory latency, yielding up to 180× updates and 41.1× compute speedups over prior systems. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
13724
Venue
VLDB
Year
2024
Pagerank
4.3419774e-05
Overall Rank
9,440 | 34.33%
DOI
10.14778/3704965.3704986

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Showing 15 of 15 cited papers.

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

Rank Cited Paper Year Venue Pagerank
331 The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing 2018 VLDB 0.00027214222
1,394 Real-time Constrained Cycle Detection in Large Dynamic Graphs 2018 VLDB 0.0001221552
1,426 LiveGraph: A Transactional Graph Storage System with Purely Sequential Adjacency List Scans 2020 VLDB 0.00012050977
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
3,175 Asynchronous Memory Access Chaining 2016 VLDB 7.438501e-05
3,193 Exploiting Coroutines to Attack the "Killer Nanoseconds" 2018 VLDB 7.4089674e-05
3,219 Interleaving with Coroutines: A Practical Approach for Robust Index Joins 2018 VLDB 7.3550716e-05
3,418 CoroGraph: Bridging Cache Efficiency and Work Efficiency for Graph Algorithm Execution 2024 VLDB 7.1188618e-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
4,184 CoroBase: Coroutine-Oriented Main-Memory Database Engine 2021 VLDB 6.3779731e-05
4,236 Terrace: A Hierarchical Graph Container for Skewed Dynamic Graphs 2021 SIGMOD 6.3335374e-05
4,885 GraphJet: Real-Time Content Recommendations at Twitter 2016 VLDB 5.8534354e-05
9,455 GraphScope Flex: LEGO-like Graph Computing Stack 2024 SIGMOD 4.3388007e-05
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