학술논문

Dynamic File Cache Optimization for Hybrid SSDs with High-Density and Low-Cost Flash Memory
Document Type
Conference
Source
2021 IEEE 39th International Conference on Computer Design (ICCD) ICCD Computer Design (ICCD), 2021 IEEE 39th International Conference on. :170-173 Oct, 2021
Subject
Components, Circuits, Devices and Systems
Computing and Processing
Performance evaluation
Solid state drives
Linux
Heuristic algorithms
Conferences
Switches
Flash memories
flash storage
hybrid SSD
cache algorithm
Language
ISSN
2576-6996
Abstract
Over the last few years, hybrid solid-state drives (SSDs) have been widely adopted due to their high performance and high capacity. Devices equipped with hybrid SSDs can be utilized to cache files from the network for performance improvement. However, this paper finds an interesting observation, that is, the efficiency of hybrid SSDs is significantly degraded instead of improved when too much data is cached. This is because the internal mode switching between different types of flash memory is affected by the device utilization. This paper proposes a dynamic file cache optimization scheme for hybrid SSDs, DFCache, which optimizes the device’s efficiency and limits unreasonable space consumption. DFCache includes two key ideas, dynamic cache space management, and intelligent cache file sifting. DFCache is implemented in Linux kernel and tested under real hybrid SSDs. Experimental results show that the I/O performance outperforms the state-of-the-art by up to 3.7x.