K-AGRUED: A Container Autoscaling Technique for Cloud-based Web Applications in Kubernetes Using Attention-based GRU Encoder-Decoder

Cloud service providers can operate several execution instances on a single physical server using virtualization technology, which improves resource utilization. In recent years, container-based virtualization has been developed as a remarkably lightweight alternative to virtual machines. Containers...

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Vydáno v:	Journal of grid computing Ročník 20; číslo 4; s. 40
Hlavní autoři:	Dogani, Javad, Khunjush, Farshad, Seydali, Mehdi
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Dordrecht Springer Netherlands 01.12.2022 Springer Nature B.V
Témata:	Applications programs Cloud computing Coders Computer engineering Computer Science Containers Cost control Encoders-Decoders Error reduction Feature extraction Management of Computing and Information Systems Neural networks Processor Architectures Provisioning Resource allocation Resource utilization Scaling Software Time series User Interfaces and Human Computer Interaction Virtual environments Virtual memory systems Workloads Elasticity Cloud computing Attention-based GRU encoder-decoder Time series prediction Horizontal autoscaling Kubernetes
ISSN:	1570-7873, 1572-9184
On-line přístup:	Získat plný text
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