Security in cloud computing: Opportunities and challenges

M Ali, SU Khan, AV Vasilakos - Information sciences, 2015 - Elsevier
The cloud computing exhibits, remarkable potential to provide cost effective, easy to
manage, elastic, and powerful resources on the fly, over the Internet. The cloud computing …

Imperfect information dynamic stackelberg game based resource allocation using hidden Markov for cloud computing

W Wei, X Fan, H Song, X Fan… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Existing static grid resource scheduling algorithms, which are limited to minimizing the
makespan, cannot meet the needs of resource scheduling required by cloud computing …

A comprehensive survey on auction mechanism design for cloud/edge resource management and pricing

N Sharghivand, F Derakhshan, N Siasi - IEEE Access, 2021 - ieeexplore.ieee.org
Driven by the vision of cloud and edge computing as the 5th utility, a major challenge is the
efficient resource management and pricing taking into account incentives and preferences of …

Privacy preserving deep computation model on cloud for big data feature learning

Q Zhang, LT Yang, Z Chen - IEEE Transactions on Computers, 2015 - ieeexplore.ieee.org
To improve the efficiency of big data feature learning, the paper proposes a privacy
preserving deep computation model by offloading the expensive operations to the cloud …

Price-based resource allocation for edge computing: A market equilibrium approach

DT Nguyen, LB Le, V Bhargava - IEEE Transactions on Cloud …, 2018 - ieeexplore.ieee.org
The emerging edge computing paradigm promises to deliver superior user experience and
enable a wide range of Internet of Things (IoT) applications. In this paper, we propose a new …

Intelligent cloud resource management with deep reinforcement learning

Y Zhang, J Yao, H Guan - IEEE Cloud Computing, 2017 - ieeexplore.ieee.org
The cloud provides low-cost and flexible IT resources (hardware and software) across the
Internet. As more cloud providers seek to drive greater business outcomes and the …

A new service mechanism for profit optimizations of a cloud provider and its users

C Liu, K Li, K Li, R Buyya - IEEE Transactions on Cloud …, 2017 - ieeexplore.ieee.org
In this paper, we try to design a service mechanism for profit optimizations of both a cloud
provider and its multiple users. We consider the problem from a game theoretic perspective …

COVID-19 networking demand: An auction-based mechanism for automated selection of edge computing services

A Yassine, MS Hossain - IEEE Transactions on Network …, 2020 - ieeexplore.ieee.org
Network and cloud service providers are facing an unprecedented challenge to meet the
demand of end-users during the COVID-19 pandemic. Currently, billions of people around …

Privacy preserving based logistic regression on big data

Y Fan, J Bai, X Lei, Y Zhang, B Zhang, KC Li… - Journal of network and …, 2020 - Elsevier
Cloud computing has strong computing power and huge storage space. Machine learning
algorithm, combining with cloud computing, makes the processing of large-scale data …

MTD-DHJS: makespan-optimized task scheduling algorithm for cloud computing with dynamic computational time prediction

P Banerjee, S Roy, A Sinha, MM Hassan, S Burje… - IEEE …, 2023 - ieeexplore.ieee.org
Cloud computing has revolutionized the management and analysis of data for organizations,
offering scalability, flexibility, and cost-effectiveness. Effective task scheduling in cloud …