Be smart, save i/o: A probabilistic approach to avoid uncorrectable errors in storage systems

M Arifuzzaman, M Bhuiyan, M Gumus… - … Conference on Cluster …, 2022 - ieeexplore.ieee.org
Silent data corruption poses a significant risk to the integrity of data in storage systems.
Although error correction codes (ECC) can recover the majority of such errors, a non …

[PDF][PDF] Error analysis and management for MLC NAND flash memory

O Mutlu - Flash memory summit, 2014 - users.ece.cmu.edu
Error Analysis and Management for MLC NAND Flash Memory Page 1 Error Analysis and
Management for MLC NAND Flash Memory Onur Mutlu onur@cmu.edu (joint work with Yu Cai …

A visualization platfom for disk failure analysis

IO Yigit, ŞŞ Arslan, E Zeydan - 2018 26th Signal Processing …, 2018 - ieeexplore.ieee.org
It has become a norm rather than an exception to observe multiple disks malfunctioning or
whole disk failures in places like big data centers where thousands of drives operate …

Flash reliability in production: The expected and the unexpected

B Schroeder, R Lagisetty, A Merchant - 14th USENIX Conference on File …, 2016 - usenix.org
As solid state drives based on flash technology are becoming a staple for persistent data
storage in data centers, it is important to understand their reliability characteristics. While …

[PDF][PDF] Reliability of Erasure-Coded Storage Systems with Latent Errors

I Iliadis - Int'l J. Adv. Telecommun, 2022 - personales.upv.es
Large-scale storage systems employ erasure-coding redundancy schemes to protect
against device failures. The adverse effect of latent sector errors on the Mean Time to Data …

ESet: Placing data towards efficient recovery for large-scale erasure-coded storage systems

C Liu, X Chu, H Liu, YW Leung - 2016 25th international …, 2016 - ieeexplore.ieee.org
Erasure coding has been extensively deployed in distributed storage systems to ensure high
reliability and low storage overhead. However, erasure coding requires much more disk I/O …

[HTML][HTML] A Comparative analysis of neural network and decision tree model for detecting result anomalies

S Ziweritin, BB Baridam, UA Okengwu - Open Access Library Journal, 2022 - scirp.org
The decision tree and neural network models are considered as one of the fastest and easy-
to-use techniques having the ability to learn from classified data patterns. These models can …

[PDF][PDF] Factors influencing master data quality: A systematic review

A Ibrahim, M Ibrahim, NSM Satar - International Journal of …, 2021 - researchgate.net
Master data refers to the data that represents the core business of the organization, shared
among different applications, departments, and organizations and most valued as the …

Implementation of error correction techniques in memory applications

N Sridevi, K Jamal, K Mannem - 2021 5th International …, 2021 - ieeexplore.ieee.org
As the technology scales down, various soft errors in SRAM memories occurs due to which
the single cell and multiple cell upsets are formed. Error correction codes such as the first …

[PDF][PDF] Selection of cyclic redundancy code and checksum algorithms to ensure critical data integrity

P Koopman, K Driscoll, B Hall - 2015 - kilthub.cmu.edu
This report explores the characteristics of checksums and cyclic redundancy codes (CRCs)
in an aviation context. It includes a literature review, a discussion of error detection …