M Ashawa, O Douglas, J Osamor, R Jackie - Journal of Cloud Computing, 2022 - Springer
… Also, we present how machine learning … cloudenvironment. We present a framework for improving energy efficiency in the cloud through optimized resource allocation using the LSTM …
H Aydın, Z Orman, MA Aydın - Computers & Security, 2022 - Elsevier
… The experimental results also showed that the LSTM-CLOUD could effectively learn the … plan to install and test the LSTM-CLOUD system in a real cloudenvironment to be able to …
Y Zhu, W Zhang, Y Chen, H Gao - EURASIP Journal on Wireless …, 2019 - Springer
… RNN is designed to learn the internal correlations between data and … LSTM network [12], and GRU encoder-decoder network [13]. Thus, we are motivated to employ machine learning to …
… a deep learning predictive framework to predict the failure rate of tasks [25]. To handle software and hardware failures in a cloudenvironment, this study proposed a bidirectional LSTM …
… Deep learning based straggler prediction methods face large prediction errors due to two … -LSTM network to analyze the state of a cloudenvironment. Here, the state of the cloud setup is …
… 2 we review the related works in the literature, especially in cloudenvironments. Section 3 introduces and explains background of the work and basic principles behind our architecture. …
DJ Gunn, Z Liu, R Dave, X Yuan… - International Journal of …, 2019 - World Scientific
… cloud authentication framework using Google’s distributed tensorflow. Our cloudenvironment … use of the machine’s GPUs and CPUs across the network that is created for our cloud. …
MR Raza, W Hussain, JM Merigó - 2021 Innovations in …, 2021 - ieeexplore.ieee.org
… consumer gets benefitted from the services provided by a cloud provider on … of cloud consumer reviews dataset extracted from web portals. Deep Learning approaches of RNN, LSTM …
S Patil, LA Raj - Computer Science, 2021 - journals.agh.edu.pl
… In an IoT/cloudenvironment, malicious traffic also refers to … machine-learning and our proposed deeplearning techniques … at ’Amazon Cloud’ for training our machine learning-based …