Resource Prediction Service for Efficient Execution of Bioinformatics Workflows in Federated Cloud with Machine Learning

Cloud federation emerged to extend the resources available between different interconnected cloud providers for transparent and unlimited availability to the end-user. Cloud orchestration platforms have become a way to centralize demands for high computational power in applications such as Bioinform...

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Vydané v:	2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) s. 1975 - 1983
Hlavní autori:	Sobrinho, Matheus, Rosa, Michel, Silva, Waldeyr, Araujo, Aleteia
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 09.12.2021
Predmet:	Bioinformatics Workflows Cloud Federation Costs Distributed databases Genomics GRASP Metaheuristic Machine learning Metaheuristics Parallel programming Resource Prediction Runtime
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