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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
13725
Venue
VLDB
Year
2024
Pagerank
4.3378164e-05
Overall Rank
9,445 | 34.36%
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
327 The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing 2018 VLDB 0.00027312381
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
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
3,179 Asynchronous Memory Access Chaining 2016 VLDB 7.4350144e-05
3,194 Exploiting Coroutines to Attack the "Killer Nanoseconds" 2018 VLDB 7.4068088e-05
3,225 Interleaving with Coroutines: A Practical Approach for Robust Index Joins 2018 VLDB 7.3487507e-05
3,420 CoroGraph: Bridging Cache Efficiency and Work Efficiency for Graph Algorithm Execution 2024 VLDB 7.1120128e-05
3,733 Sortledton: a Universal, Transactional Graph Data Structure 2022 VLDB 6.8067988e-05
4,091 RisGraph: A Real-Time Streaming System for Evolving Graphs to Support Sub-millisecond Per-update Analysis at Millions Ops/s 2021 SIGMOD 6.4529617e-05
4,184 CoroBase: Coroutine-Oriented Main-Memory Database Engine 2021 VLDB 6.3718449e-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
9,457 GraphScope Flex: LEGO-like Graph Computing Stack 2024 SIGMOD 4.3346427e-05
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