Paper Info
Title
A Review Of Cloud Computing Technologies For Comprehensive Microrna Analyses
Abstract
Cloud computing revolutionized many fields that require ample computational power. Cloud platforms may also provide huge support for microRNA analysis mainly through disclosing scalable resources of different types. In Clouds, these resources are available as services, which simplifies their allocation and releasing. This feature is especially useful during the analysis of large volumes of data, like the one produced by next generation se-quencing experiments, which require not only extended storage space but also a distributed computing environment. In this paper, we show which of the Cloud properties and service models can be especially beneficial for microRNA analysis. We also explain the most useful services of the Cloud (including storage space, computational power, web application hosting, machine learning models, and Big Data frameworks) that can be used for microRNA analysis. At the same time, we review several solutions for microRNA and show that the utilization of the Cloud in this field is still weak, but can increase in the future when the awareness of their applicability grows.
Year
DOI
Venue
2020
10.1016/j.compbiolchem.2020.107365
COMPUTATIONAL BIOLOGY AND CHEMISTRY
Keywords
DocType
Volume
MiRNA, MicroRNA, Cloud computing, Big Data, Bioinformatics, Data analysis
Journal
88
ISSN
Citations 
PageRank 
1476-9271
0
0.34
References 
Authors
0
1
Name
Order
Citations
PageRank
Dariusz Mrozek116426.23