CoroGraph: Bridging Cache Efficiency and Work Efficiency for Graph Algorithm Execution
Summary: CoroGraph resolves the cache vs. work-efficiency tradeoff with a hybrid model: vertex-granular update messages to focus work and partition-granular commits to enable cache-friendly shared access. It uses C++ coroutines for prefetching to overlap random memory access, achieving up to 2x speedups. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Xiangyu Zhi (Southern University of Science and Technology)
- 2. Xiao Yan (Southern University of Science and Technology)
- 3. Bo Tang (Southern University of Science and Technology)
- 4. Ziyao Yin (Southern University of Science and Technology)
- 5. Yanchao Zhu (Huawei Company)
- 6. Minqi Zhou (Huawei Company)
BibTeX Citation
@article{zhi_vldb24,
title = {{CoroGraph: Bridging Cache Efficiency and Work Efficiency for Graph Algorithm Execution}},
author = {Zhi, Xiangyu and Yan, Xiao and Tang, Bo and Yin, Ziyao and Zhu, Yanchao and Zhou, Minqi},
journal = {PVLDB},
series = {{VLDB} '24},
volume = {17},
number = {4},
pages = {891--903},
doi = {10.14778/3636218.3636240},
url = {https://doi.org/10.14778/3636218.3636240},
year = {2024}
}Incoming Citations (Sorted by Pagerank)
Showing 8 of 8 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,504 | Enabling Window-Based Monotonic Graph Analytics with Reusable Transitional Results for Pattern-Consistent Queries | 2024 | VLDB | 5.4132367e-05 |
| 9,059 | PrismX: A Single-Machine System for Querying Big Graphs | 2024 | VLDB | 5.3251649e-05 |
| 9,499 | GastCoCo: Graph Storage and Coroutine-Based Prefetch Co-Design for Dynamic Graph Processing | 2024 | VLDB | 5.2602156e-05 |
| 9,616 | ACGraph: An Efficient Asynchronous Out-of-Core Graph Processing Framework | 2026 | SIGMOD | 5.2434488e-05 |
| 10,373 | Gem: Scalable Monotonic Graph Processing Beyond Billion-Scale on a Single Machine | 2026 | SIGMOD | 5.093636e-05 |
| 10,727 | MiniClean: A Single-Machine System for Cleaning Big Graphs | 2025 | SIGMOD | 5.093636e-05 |
| 10,763 | Rule-Based Graph Cleaning with GPUs on a Single Machine | 2025 | SIGMOD | 5.093636e-05 |
| 11,096 | A Single Machine System for Querying Big Graphs with PRAM | 2025 | VLDB | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 11 of 11 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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