Earlier this year, Synology made headlines for all the wrong reasons when it announced it would be limiting support for third-party drives in its 2025 NAS lineup. Following months of backlash, however ...

Abstract: In this paper, a partial parity cache and data cache management method is presented for reducing the parity updating cost of a solid-state disk (SSD) based redundant array of inexpensive ...

Abstract: Training deep learning models is computationally demanding and data-intensive. Existing approaches utilize local SSDs within training servers to cache datasets, thereby accelerating data ...