Showing cs.PFShow all
3 papers · 1 filter
cs.PF2025
Analysis and Evaluation of Using Microsecond-Latency Memory for In-Memory Indices and Caches in SSD-Based Key-Value Stores
Yosuke Bando, Akinobu Mita, Kazuhiro Hiwada +10
When key-value (KV) stores use SSDs for storing a large number of items, oftentimes they also require large in-memory data structures including indices and caches to be traversed t…
cs.PF2024
Implementing and Evaluating E2LSH on Storage
Yu Nakanishi, Kazuhiro Hiwada, Yosuke Bando +5
Locality sensitive hashing (LSH) is one of the widely-used approaches to approximate nearest neighbor search (ANNS) in high-dimensional spaces. The first work on LSH for the Euclid…
cs.PF2023
GPU Graph Processing on CXL-Based Microsecond-Latency External Memory
Shintaro Sano, Yosuke Bando, Kazuhiro Hiwada +6
In GPU graph analytics, the use of external memory such as the host DRAM and solid-state drives is a cost-effective approach to processing large graphs beyond the capacity of the G…