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: 7351
Venue: SIGMOD
Year: 2026
Pagerank: 4.1945683e-05
Overall Rank: 10,044 | 30.13%
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	0.0019005923
37	Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud	2012	VLDB	0.0007522744
3,418	CoroGraph: Bridging Cache Efficiency and Work Efficiency for Graph Algorithm Execution	2024	VLDB	7.1188618e-05
3,525	Single Machine Graph Analytics on Massive Datasets Using Intel Optane DC Persistent Memory	2020	VLDB	7.0080401e-05
3,670	A Distributed Multi-GPU System for Fast Graph Processing	2018	VLDB	6.8567044e-05
3,736	What Modern NVMe Storage Can Do, And How To Exploit It: High-Performance I/O for High-Performance Storage Engines	2023	VLDB	6.8057888e-05
3,834	GTS: A Fast and Scalable Graph Processing Method based on Streaming Topology to GPUs	2016	SIGMOD	6.7173094e-05
4,562	Massively Parallel Algorithms for Personalized PageRank	2021	VLDB	6.0846728e-05
5,017	TurboGraph++: A Scalable and Fast Graph Analytics System	2018	SIGMOD	5.7574792e-05
5,655	Personalized PageRank on Evolving Graphs with an Incremental Index-Update Scheme	2023	SIGMOD	5.387631e-05
5,799	CGgraph: An Ultra-fast Graph Processing System on Modern Commodity CPU-GPU Co-processor	2024	VLDB	5.3219334e-05
6,059	Cache-Efficient Fork-Processing Patterns on Large Graphs	2021	SIGMOD	5.2307519e-05
6,835	Adaptive Asynchronous Parallelization of Graph Algorithms	2018	SIGMOD	4.91158e-05
7,257	CAVE: Concurrency-Aware Graph Processing on SSDs	2024	SIGMOD	4.786584e-05
8,146	MiniGraph: Querying Big Graphs with a Single Machine	2023	VLDB	4.5755031e-05
9,471	Nezha: An Efficient Distributed Graph Processing System on Heterogeneous Hardware	2025	SIGMOD	4.3341665e-05
9,472	TGraph: A Tensor-centric Graph Processing Framework	2025	SIGMOD	4.3341665e-05

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