As SSD failures seriously lead to data loss and service interruption, proactive failure
prediction is often used to improve system availability. However, the unidimensional SMART …

Node failure is one of the most typical issues in distributed storage systems. The classic fault-
tolerance methods can meet the fault tolerance needs of systems deployed in edge storage …

Declustered RAID aims to enhance the recovery performance of storage by shuffling data
and parity blocks among all disks (including spares) in a RAID group. All drives in the RAID …

This paper proposes the use of machine learning techniques to make storage systems more
reliable in the face of sector errors. Sector errors are partial drive failures, where individual …

Many storage systems are undergoing a significant shift from dedicated appliance-based
model to software-defined storage (SDS) because the latter is flexible, scalable and cost …

Storage systems are vital in managing the ever increasing data generated by High
Performance Computing based and Cloud-based applications. Therefore ensuring reliability …

Title of Presentation Page 1 2016 Storage Developer Conference. © All Rights Reserved.
Analysis of SSD Health & Prediction of SSD Life Dr. MK Jibbe Technical Director NetApp, Inc …

With the expansion of storage components in cloud data centers, component failures
become prevalent. Although data replication can be exploited to protect against data loss …

As multi-tenant cloud storage services are becoming increasingly popular in commercial
clouds, there is a growing need for evaluating their resource usage effectiveness. Although …

Data is a valuable asset for organizations and its growth is exponential. However, storage
device failures can result in data loss, service unavailability, and economic loss. Site …