Research Manuscript: Novel Strategies for I/O Systems and Devices Management
Event TypeResearch Manuscript
Hosted in Virtual Platform
Embedded Memory, Storage and Networking
DescriptionThis session describes new strategies based on machine learning and cross-layer approaches to improve the performance and energy levels of new I/O devices, as well as addressing the robustness of novel technologies. The first two papers of the session explore a new update strategy against crashes in magnetic recording devices, and the use of reinforcement learning for persistent caches. The last two papers look at new management approaches for mobile memory systems.