TY - GEN
T1 - Latency Aware Page Migration for Read Performance Optimization on Hybrid SSDs
AU - Li, Shicheng
AU - Luo, Longfei
AU - Lv, Yina
AU - Shi, Liang
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - The high-density flash memory makes it possible to store more information in a memory cell, while the drawbacks to it are degraded performance, less endurance, and wide variation of read latency. The prevalent hybrid solid state drives (SSDs) utilize a single-level cell (SLC) region as the write cache of high-density flash memory region and solve the problem of writes. However, this design did not take the read latency variation into consideration. Through evaluations on real storage device, we demonstrated the variation of read latency and presented the benefits and limitations on read performance optimization. Motivated by that, an efficient migration strategy, latency aware page migration (LAPM), is proposed. Its basic idea is to identify frequently read pages with high read latency and migrate them to the SLC region to improve the overall read performance. Experimental results show that LAPM can effectively reduce the read latency by 20% on average over the baseline while lowering the migration traffic to the device by up to 40%, compared with state-of-the-arts.
AB - The high-density flash memory makes it possible to store more information in a memory cell, while the drawbacks to it are degraded performance, less endurance, and wide variation of read latency. The prevalent hybrid solid state drives (SSDs) utilize a single-level cell (SLC) region as the write cache of high-density flash memory region and solve the problem of writes. However, this design did not take the read latency variation into consideration. Through evaluations on real storage device, we demonstrated the variation of read latency and presented the benefits and limitations on read performance optimization. Motivated by that, an efficient migration strategy, latency aware page migration (LAPM), is proposed. Its basic idea is to identify frequently read pages with high read latency and migrate them to the SLC region to improve the overall read performance. Experimental results show that LAPM can effectively reduce the read latency by 20% on average over the baseline while lowering the migration traffic to the device by up to 40%, compared with state-of-the-arts.
KW - data migration
KW - hybrid SSDs
KW - read latency
UR - https://www.scopus.com/pages/publications/85141000447
U2 - 10.1109/NVMSA56066.2022.00015
DO - 10.1109/NVMSA56066.2022.00015
M3 - 会议稿件
AN - SCOPUS:85141000447
T3 - Proceedings - 2022 IEEE 11th Non-Volatile Memory Systems and Applications Symposium, NVMSA 2022
SP - 33
EP - 38
BT - Proceedings - 2022 IEEE 11th Non-Volatile Memory Systems and Applications Symposium, NVMSA 2022
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 11th IEEE Non-Volatile Memory Systems and Applications Symposium, NVMSA 2022
Y2 - 23 August 2022 through 25 August 2022
ER -