Reinforcement Learning-Assisted Management for Convertible SSDs

Convertible SSDs, which allow flash cells to convert between different types of flash cells (e.g., SLC/MLC/TLC/QLC), are designed for achieving both high performance and high density. However, previous designs with two types of flash cells encounter a performance cliff degradation once the flash cel...

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Veröffentlicht in:	2023 60th ACM/IEEE Design Automation Conference (DAC) S. 1 - 6
Hauptverfasser:	Wei, Qian, Li, Yi, Jia, Zhiping, Zhao, Mengying, Shen, Zhaoyan, Li, Bingzhe
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 09.07.2023
Schlagworte:	Convertible SSD Degradation Design automation Flash memory Performance evaluation Q-learning Real-time systems Reinforcement learning Resource management Throughput
Online-Zugang:	Volltext
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