Modelling cloud service latency and availability using a deep learning strategy

P Xu, GL Goteng, Y He - Expert Systems with Applications, 2021 - Elsevier
Low latency and high availability in cloud services give users satisfactory response time and
guarantee stability to request they make to services that are hosted in the cloud, thus …

Analyzing CSP trustworthiness and predicting cloud service performance

R Maeser - IEEE Open Journal of the Computer Society, 2020 - ieeexplore.ieee.org
Analytics firm Cyence estimated Amazon's four-hour cloud computing outage in 2017 “cost
S&P 500 companies at least 150 million” and traffic monitoring firm Apica claimed “54 of the …

Model‐Based Extraction of Knowledge about the Effect of Cloud Application Context on Application Service Cost and Quality of Service

I Stupar, D Huljenić - Scientific Programming, 2019 - Wiley Online Library
With the increased usage of cloud computing in production environments, both for scientific
workflows and industrial applications, the focus of application providers shifts towards …

DBN based cloud service response time prediction method

Y Gao, B Zhang, S Wang, A Ma - 2019 21st International …, 2019 - ieeexplore.ieee.org
Cloud resources are taken the pay-as-you-go model, so cloud service providers expect to
provide better cloud service performance at fewer virtual machine resources. Therefore, how …

Modelling and simulation of cloud service cost analysis using resource scheduling

RKS Rajput, R Hussain, D Goyal - Proceedings of the international …, 2021 - dl.acm.org
Organizations are avoiding investments in infrastructure because of 3 reasons, age of
technology, maintenance and scalability. This has created a huge market for Cloud service …

An effective classification-based framework for predicting cloud capacity demand in cloud services

B Xia, T Li, Q Zhou, Q Li, H Zhang - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
The rapid development of pay-as-you-go cloud services motivates the increasing number of
cloud resource demands. However, the volatile demands bring new challenges for current …

Characterization and analysis of cloud-to-user latency: The case of Azure and AWS

F Palumbo, G Aceto, A Botta, D Ciuonzo, V Persico… - Computer Networks, 2021 - Elsevier
With the growing adoption of cloud infrastructures to deliver a variety of IT services,
monitoring cloud network performance has become crucial. However, cloud providers only …

Towards predictive cost models for cloud ecosystems: Poster paper

K Molka, J Byrne - IEEE 7th International Conference on …, 2013 - ieeexplore.ieee.org
The rapid increase in the demand for cloud computing is driving a more recent increasing
move towards multi-cloud environments by infrastructure providers. However, one of the …

An intelligent swarm based prediction approach for predicting cloud computing user resource needs

HA Kholidy - Computer Communications, 2020 - Elsevier
Cloud computing aimed at offering elastic resource allocation on demand to cloud
consumers. Building a cloud resource demand prediction model is a challenging task …

SelCSP: A framework to facilitate selection of cloud service providers

N Ghosh, SK Ghosh, SK Das - IEEE transactions on cloud …, 2014 - ieeexplore.ieee.org
With rapid technological advancements, cloud marketplace witnessed frequent emergence
of new service providers with similar offerings. However, service level agreements (SLAs) …