{RL-Watchdog}: A Fast and Predictable {SSD} Liveness Watchdog on Storage Systems
This paper proposes a reinforcement learning-based watchdog (RLW) that examines solid-
state drive (SSD) liveness or failures by faults (eg, controller/power faults and high …
state drive (SSD) liveness or failures by faults (eg, controller/power faults and high …
A space-efficient fair cache scheme based on machine learning for nvme ssds
Non-volatile memory express (NVMe) solid-state drives (SSDs) have been widely adopted
in multi-tenant cloud computing environments or multi-programming systems. The on-board …
in multi-tenant cloud computing environments or multi-programming systems. The on-board …
ReCA: An efficient reconfigurable cache architecture for storage systems with online workload characterization
R Salkhordeh, S Ebrahimi… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
In recent years, Solid-State Drives (SSDs) have gained tremendous attention in computing
and storage systems due to significant performance improvement over Hard DiskDrives …
and storage systems due to significant performance improvement over Hard DiskDrives …
Architectural techniques for improving NAND flash memory reliability
Y Luo - arXiv preprint arXiv:1808.04016, 2018 - arxiv.org
Raw bit errors are common in NAND flash memory and will increase in the future. These
errors reduce flash reliability and limit the lifetime of a flash memory device. We aim to …
errors reduce flash reliability and limit the lifetime of a flash memory device. We aim to …
Dependability analysis of data storage systems in presence of soft errors
In recent years, high availability and reliability of data storage systems (DSS) have been
significantly threatened by soft errors occurring in storage controllers. Due to their specific …
significantly threatened by soft errors occurring in storage controllers. Due to their specific …
ECI-Cache: A high-endurance and cost-efficient I/O caching scheme for virtualized platforms
In recent years, high interest in using Virtual Machines (VMs) in data centers and Cloud
computing has significantly increased the demand for high-performance data storage …
computing has significantly increased the demand for high-performance data storage …
A modeling framework for reliability of erasure codes in ssd arrays
Emergence of Solid-State Drives (SSDs) have evolved the data storage industry where they
are rapidly replacing Hard Disk Drives (HDDs) due to their superiority in performance and …
are rapidly replacing Hard Disk Drives (HDDs) due to their superiority in performance and …
Etica: efficient two-level i/o caching architecture for virtualized platforms
In recent years, increased I/O demand of Virtual Machines (VMs) in large-scale data centers
and cloud computing has encouraged system architects to design high-performance storage …
and cloud computing has encouraged system architects to design high-performance storage …
An efficient hybrid I/O caching architecture using heterogeneous SSDs
R Salkhordeh, M Hadizadeh… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Storage subsystem is considered as the performance bottleneck of computer systems in
data-intensive applications. Solid-State Drives (SSDs) are emerging storage devices which …
data-intensive applications. Solid-State Drives (SSDs) are emerging storage devices which …
Reliability characterization and failure prediction of 3D TLC SSDs in large-scale storage systems
3D triple-level cell (TLC) NAND flash based solid state drive (SSD) is gradually becoming
the dominant storage media in large-scale storage systems due to high storage density and …
the dominant storage media in large-scale storage systems due to high storage density and …