Achieving high reliability via expediting the repair of critical blocks in replicated storage systems

J Fang, S Wan, P Huang, X He… - 2016 IEEE 35th …, 2016 - ieeexplore.ieee.org
High reliability is critical to large data centers consisting of hundreds to thousands of storage
nodes where node failures are not rare. Data replication is a typical technique deployed to …

SSD Failure Prediction Based on Classification Models and Data Engineering

Z Wang, J Xu - 2022 IEEE Intl Conf on Dependable, Autonomic …, 2022 - ieeexplore.ieee.org
As the increasing demand of data storage in recent years, solid state drives (SSDs) have
developed rapidly. However, the frequent occurrence of SSD failures is affecting the stability …

[PDF][PDF] Realistic Assessment of Faults in Storage Systems

C Borges, J Paulo - dsr-haslab.github.io
With the emergence of new data-centric applications (eg, data analytics, artificial
intelligence) and larger quantities of data to manage, both academia and industry have …

Cluster storage systems gotta have {HeART}: improving storage efficiency by exploiting disk-reliability heterogeneity

S Kadekodi, KV Rashmi, GR Ganger - 17th USENIX Conference on File …, 2019 - usenix.org
Large-scale cluster storage systems typically consist of a heterogeneous mix of storage
devices with significantly varying failure rates. Despite such differences among devices …

Analysis of Network Capacity Effect on Ceph Based Cloud Storage Performance

M Hilmi, E Mulyana, H Hendrawan… - 2019 IEEE 13th …, 2019 - ieeexplore.ieee.org
The Ceph-based data storage system requires a network connection to integrate storage
devices within the storage cluster. therefore, this component greatly affects the performance …

Predicting Hard Disk Drive faults, failures and associated misbehavior's

C Harrison, H Balu, I Dutra - 2023 IEEE International Parallel …, 2023 - ieeexplore.ieee.org
Magnetic hard disk drives continue to be heavily used to store global information. However,
due to the physical characteristics these components fatigue and fail, sometimes in …

New metrics for disk failure prediction that go beyond prediction accuracy

J Li, RJ Stones, G Wang, Z Li, X Liu, J Ding - IEEE Access, 2018 - ieeexplore.ieee.org
Prediction accuracy (true positives, false positives, and so on) is the usual way for evaluating
disk-failure prediction models. Realistically however, we aim not only to correctly predict …

Avoiding Performance Impacts by Re-Replication Workload Shifting in HDFS Based Cloud Storage

T Shwe, M Aritsugi - IEICE TRANSACTIONS on Information and …, 2018 - search.ieice.org
Data replication in cloud storage systems brings a lot of benefits, such as fault tolerance,
data availability, data locality and load balancing both from reliability and performance …

Tunable Sparing of Disks in a Cloud Data Center

R Malawat, S Modi… - 2023 7th International …, 2023 - ieeexplore.ieee.org
Disk Drive failure tolerance and optimum utilization of disks for storage are two of the most
important challenges in the Cloud based data center. Addressing both these problems …

Adaptive fault-tolerant model for improving cloud computing performance using artificial neural network

A Ragmani, A Elomri, N Abghour, K Moussaid… - Procedia computer …, 2020 - Elsevier
Cloud computing is a paradigm that has greatly contributed to the emergence of new
applications of IT services. However, the design of dependable and efficient cloud …