Open access
Jul 2026
High-Performance Graph Processing on NVMe SSDs via Chunk-Based Representation and Access
This paper introduces a novel chunk-based graph representation model, featuring classified and hierarchical vertex storage and chunk layout optimization, to improve I/O utilization and presents a latency-optimized access mechanism featuring user-space asynchronous I/O execution and hotness-aware chunk caching management to accelerate I/O and boost cache efficiency.
Rui Wang, Weixu Zong, Shuibing He et al.
· ACM Transactions on Storage · 0 citations