Modelling cloud service latency and availability using a deep learning strategy

作者：

Highlights：

• A deep learning algorithm predicts the latency and availability of cloud services.

• Experiments on 15 servers from 3 cloud service providers in 3 regions for 6 weeks.

• The prediction is usually above 90% accurate as compared with the data obtained.

摘要

•A deep learning algorithm predicts the latency and availability of cloud services.•Experiments on 15 servers from 3 cloud service providers in 3 regions for 6 weeks.•The prediction is usually above 90% accurate as compared with the data obtained.

论文关键词：Cloud service,Availability,Latency,Deep learning

论文评审过程：Received 18 January 2020, Revised 30 March 2021, Accepted 23 April 2021, Available online 27 May 2021, Version of Record 8 June 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.115121