@article{ART003011625},
author={Hyun-Seob Lee},
title={A Design of Hot Data Classifier and Management Scheme for An Efficient Resource Management},
journal={Journal of Internet of Things and Convergence},
issn={2466-0078},
year={2023},
volume={9},
number={5},
pages={11-16},
doi={10.20465/KIOTS.2023.9.5.011}
TY - JOUR
AU - Hyun-Seob Lee
TI - A Design of Hot Data Classifier and Management Scheme for An Efficient Resource Management
JO - Journal of Internet of Things and Convergence
PY - 2023
VL - 9
IS - 5
PB - The Korea Internet of Things Society
SP - 11
EP - 16
SN - 2466-0078
AB - Hot data is frequently used data that affects the performance and lifespan of a storage system.
Therefore, classifying and managing the identified hot data is important for the performance and lifetime of storage devices, especially for NAND flash memory, which is characterized by rapid degradation after repeated intensive write operations to specific blocks. In this paper, we design a hot data classifier and management scheme for an efficient resource management in flash memory-based storage devices by benchmarking traces extracted from enterprise servers. Also, we propose a method to measure the frequency of hot data using multiple hashes, and to improve the performance and lifetime of the storage system by classifying the identified hot data and managing it on degradation-resistant media. Finally, we demonstrate the effectiveness of the proposed method by measuring the increased performance and lifetime through experiments.
KW - Nand Flash Memory;Multi-Hash;Hot Data;Data Identification;Data Classification
DO - 10.20465/KIOTS.2023.9.5.011
ER -
Hyun-Seob Lee. (2023). A Design of Hot Data Classifier and Management Scheme for An Efficient Resource Management. Journal of Internet of Things and Convergence, 9(5), 11-16.
Hyun-Seob Lee. 2023, "A Design of Hot Data Classifier and Management Scheme for An Efficient Resource Management", Journal of Internet of Things and Convergence, vol.9, no.5 pp.11-16. Available from: doi:10.20465/KIOTS.2023.9.5.011
Hyun-Seob Lee "A Design of Hot Data Classifier and Management Scheme for An Efficient Resource Management" Journal of Internet of Things and Convergence 9.5 pp.11-16 (2023) : 11.
Hyun-Seob Lee. A Design of Hot Data Classifier and Management Scheme for An Efficient Resource Management. 2023; 9(5), 11-16. Available from: doi:10.20465/KIOTS.2023.9.5.011
Hyun-Seob Lee. "A Design of Hot Data Classifier and Management Scheme for An Efficient Resource Management" Journal of Internet of Things and Convergence 9, no.5 (2023) : 11-16.doi: 10.20465/KIOTS.2023.9.5.011
Hyun-Seob Lee. A Design of Hot Data Classifier and Management Scheme for An Efficient Resource Management. Journal of Internet of Things and Convergence, 9(5), 11-16. doi: 10.20465/KIOTS.2023.9.5.011
Hyun-Seob Lee. A Design of Hot Data Classifier and Management Scheme for An Efficient Resource Management. Journal of Internet of Things and Convergence. 2023; 9(5) 11-16. doi: 10.20465/KIOTS.2023.9.5.011
Hyun-Seob Lee. A Design of Hot Data Classifier and Management Scheme for An Efficient Resource Management. 2023; 9(5), 11-16. Available from: doi:10.20465/KIOTS.2023.9.5.011
Hyun-Seob Lee. "A Design of Hot Data Classifier and Management Scheme for An Efficient Resource Management" Journal of Internet of Things and Convergence 9, no.5 (2023) : 11-16.doi: 10.20465/KIOTS.2023.9.5.011
