[PDF][PDF] Predicting quality of cloud services for selection

M Tang, W Liang, B Cao, X Lin - International Journal of Grid and …, 2015 - researchgate.net
networks. However, this observation is usually ignored by the previous work. This paper
proposes an enhanced CF method for predicting cloud service … information of service users. The …

Naarprec: A novel approach for adaptive resource prediction in cloud

R Thakkar, M Bhavsar - International Conference on Soft Computing and …, 2022 - Springer
Cloud computing is one of the most widely used web-based technologies for providing … or
network infrastructure services. End-users submit a variety of workloads to cloud providers in …

Intelligent task prediction and computation offloading based on mobile-edge cloud computing

Y Miao, G Wu, M Li, A Ghoneim, M Al-Rakhami… - Future Generation …, 2020 - Elsevier
cloud computing and provides computing services with … cloud occupies a lot of network
communication resources. It will easily exceed the limit of network security load, lead to network

Optimal virtual network function placement in multi-cloud service function chaining architecture

D Bhamare, M Samaka, A Erbad, R Jain… - Computer …, 2017 - Elsevier
… In addition, we make sure that the predicted delays for the given class of the user are below
the user's tolerance level (as per the user classes, Table 7). Heuristic is provided with the …

Online QoS prediction in the cloud environments using hybrid time-series data mining approach

A Keshavarzi, A Toroghi Haghighat… - Iranian Journal of Science …, 2021 - Springer
… work for the prediction of time-aware QoS in cloud services. … In order to predict Web service
performance, they used a set … physical factors such as network distance between server and …

Analyzing CSP trustworthiness and predicting cloud service performance

R Maeser - IEEE Open Journal of the Computer Society, 2020 - ieeexplore.ieee.org
… CSP and cloud service variables and ultimately develop models to predict cloud service
SLA … to historical CSP cloud service performance data (eg downtime; networking latency and …

Function points‐based resource prediction in cloud computing

SK Sood - Concurrency and Computation: Practice and …, 2016 - Wiley Online Library
cloud service provider as well as to optimize cloud usage cost. With the help of this prediction
… and artificial neural network (ANN)-based prediction model for predicting the resource …

[HTML][HTML] A resource utilization prediction model for cloud data centers using evolutionary algorithms and machine learning techniques

S Malik, M Tahir, M Sardaraz, A Alourani - Applied Sciences, 2022 - mdpi.com
networks for cloud resource utilization prediction. The key issue in implementing neural
networks is training the network … , and cost with better Quality of Service (QoS). The focus of this …

A deep learning based framework for optimizing cloud consumer QoS-based service composition

S Haytamy, F Omara - Computing, 2020 - Springer
… (LSTM) network and … network is applied to accurately predict the Cloud QoS provisioned
values, and the output of LSTM network is fed to PSO algorithm to compose the best Cloud

Resource utilization prediction in cloud computing using hybrid model

KC Anupama, BR Shivakumar… - International Journal of …, 2021 - search.proquest.com
… helps the cloud service provider (CSP) to analyze the workload and predict accordingly
to … unit block into Recurrent Neural Network (RNN) to achieve accurate prediction for high-…