A modeling framework for reliability of erasure codes in ssd arrays

M Kishani, S Ahmadian, H Asadi - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… injection frameworkerasure codes under an extensive number of representative storage
workloads. We compare the performance and endurance overhead of different erasure codes

Xoring elephants: Novel erasure codes for big data

M Sathiamoorthy, M Asteris, D Papailiopoulos… - arXiv preprint arXiv …, 2013 - arxiv.org
… standard Markov model. We use the above metric and model to compare RS codes and …
continue introducing a general framework for the desing of (k, n − k) Reed-Solomon Codes. …

Towards benchmarking erasure coding schemes in object storage system: A systematic review

J Noor, RI Upoma, MSI Sakif, ABMA Al Islam - Future Generation Computer …, 2024 - Elsevier
… of fault tolerance in erasure coding and offering a robust framework for further analysis. …
models, a new Markov model, multi-dimensional Markov modeling, and simulation modeling to …

Fast erasure coding for data storage: A comprehensive study of the acceleration techniques

T Zhou, C Tian - ACM Transactions on Storage (TOS), 2020 - dl.acm.org
… of the open source libraries for erasure codes and advanced erasure codes as that done in
Ref. … These combinations are the candidate strategies, within the bitmatrix framework, that we …

Parity models: erasure-coded resilience for prediction serving systems

J Kosaian, KV Rashmi, S Venkataraman - Proceedings of the 27th ACM …, 2019 - dl.acm.org
models, a new approach for enabling erasure-coded resilience in prediction serving systems.
A parity model is a neural network trained to transform erasure… -computation framework. …

[HTML][HTML] T1: erasure codes for storage applications

JS Plank - Proc. of the 4th USENIX Conference on File and …, 2005 - usenix.org
… The goal is for the participants to come away with a basic understanding of how erasure codes
… We all know that RAID Level 5, or parity coding, can protect storage systems composed of …

Determining fault tolerance of XOR-based erasure codes efficiently

JJ Wylie, R Swaminathan - 37th Annual IEEE/IFIP International …, 2007 - ieeexplore.ieee.org
… such a framework to analyze the reliability of erasure codes. … ” RAID framework: they developed
a Markov model with failure … -based codes do not simply “plug” into such a model though. …

Modeling replication and erasure coding in large scale distributed storage systems based on CEPH

D Manini, M Gribaudo, M Iacono - … Innovation: A Multi-Disciplinary View on …, 2016 - Springer
… In particular they are all characterized by having only one single complete set of data
chunks that is reflected in our modeling framework by setting \(s = 1\). There is only one single …

[PDF][PDF] Performance metrics for erasure codes in storage systems

JL Hafner, V Deenadhayalan, T Kanungo, K Rao - IBM Res. Rep. RJ, 2004 - kanungo.com
… the first step in the erasure code selection process for a storage … In this article we first present
one model of a storage system … The purpose of this paper is to provide a detailed framework

Codes with local regeneration and erasure correction

GM Kamath, N Prakash, V Lalitha… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
… In the regenerating-code framework, there are n nodes in the network, with each node
storing α code symbols … We will refer to (17) as the erasure bound for vector codes. Note that …