ACGraph: An Efficient Asynchronous Out-of-Core Graph Processing Framework

Summary: ACGraph: an asynchronous SSD-optimized out-of-core graph engine that eliminates iteration barriers to cut read/work amplification and synchronization stalls. Uses a dynamic block-centric priority scheduler, online asynchronous worklist, pipelined I/O+compute and hybrid storage to substantially improve runtime and I/O efficiency. (summarized by gpt-5-mini on Feb 11 2026)

Paper ID: 7352
Venue: SIGMOD
Year: 2026
Pagerank: 4.1905499e-05
Overall Rank: 10,044 | 30.20%
DOI: 10.1145/3769755

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Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 17 of 17 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
39	Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud	2012	VLDB	0.00075263552
3,420	CoroGraph: Bridging Cache Efficiency and Work Efficiency for Graph Algorithm Execution	2024	VLDB	7.1120128e-05
3,525	Single Machine Graph Analytics on Massive Datasets Using Intel Optane DC Persistent Memory	2020	VLDB	7.0071573e-05
3,674	A Distributed Multi-GPU System for Fast Graph Processing	2018	VLDB	6.8502146e-05
3,724	What Modern NVMe Storage Can Do, And How To Exploit It: High-Performance I/O for High-Performance Storage Engines	2023	VLDB	6.8121422e-05
3,839	GTS: A Fast and Scalable Graph Processing Method based on Streaming Topology to GPUs	2016	SIGMOD	6.7108721e-05
4,560	Massively Parallel Algorithms for Personalized PageRank	2021	VLDB	6.0788254e-05
5,014	TurboGraph++: A Scalable and Fast Graph Analytics System	2018	SIGMOD	5.7519428e-05
5,666	Personalized PageRank on Evolving Graphs with an Incremental Index-Update Scheme	2023	SIGMOD	5.3824583e-05
5,811	CGgraph: An Ultra-fast Graph Processing System on Modern Commodity CPU-GPU Co-processor	2024	VLDB	5.3168243e-05
5,966	Cache-Efficient Fork-Processing Patterns on Large Graphs	2021	SIGMOD	5.2471834e-05
6,834	Adaptive Asynchronous Parallelization of Graph Algorithms	2018	SIGMOD	4.9072544e-05
7,256	CAVE: Concurrency-Aware Graph Processing on SSDs	2024	SIGMOD	4.7819929e-05
8,152	MiniGraph: Querying Big Graphs with a Single Machine	2023	VLDB	4.5711161e-05
9,473	Nezha: An Efficient Distributed Graph Processing System on Heterogeneous Hardware	2025	SIGMOD	4.3300131e-05
9,474	TGraph: A Tensor-centric Graph Processing Framework	2025	SIGMOD	4.3300131e-05

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4,525	GPU-based Graph Traversal on Compressed Graphs	2019	SIGMOD	6.1087614e-05
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4,845	Graph Analytics Through Fine-Grained Parallelism	2016	SIGMOD	5.8731048e-05
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