Uncertainty-aware decisions in cloud computing: Foundations and future directions

HMD Kabir, A Khosravi, SK Mondal… - ACM Computing …, 2021 - dl.acm.org
The rapid growth of the cloud industry has increased challenges in the proper governance of
the cloud infrastructure. Many intelligent systems have been developing, considering …

Proactive dynamic virtual-machine consolidation for energy conservation in cloud data centres

S Ismaeel, R Karim, A Miri - Journal of Cloud Computing, 2018 - Springer
Data center power consumption is among the largest commodity expenditures for many
organizations. Reduction of power used in cloud data centres with heterogeneous physical …

A framework for truthful online auctions in cloud computing with heterogeneous user demands

H Zhang, H Jiang, B Li, F Liu… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Auction-style pricing policies can effectively reflect the underlying trends in demand and
supply for the cloud resources, and thereby attracted a research interest recently. In …

How to bid the cloud

L Zheng, C Joe-Wong, CW Tan, M Chiang… - ACM SIGCOMM …, 2015 - dl.acm.org
Amazon's Elastic Compute Cloud (EC2) uses auction-based spot pricing to sell spare
capacity, allowing users to bid for cloud resources at a highly reduced rate. Amazon sets the …

Mechanisms for resource allocation and pricing in mobile edge computing systems

T Bahreini, H Badri, D Grosu - IEEE Transactions on Parallel …, 2021 - ieeexplore.ieee.org
In this article, we address the resource allocation and monetization challenges in Mobile
Edge Computing (MEC) systems, where users have heterogeneous demands and compete …

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 …

An online auction framework for dynamic resource provisioning in cloud computing

W Shi, L Zhang, C Wu, Z Li, FCM Lau - ACM SIGMETRICS Performance …, 2014 - dl.acm.org
Auction mechanisms have recently attracted substantial attention as an efficient approach to
pricing and resource allocation in cloud computing. This work, to the authors' knowledge …

An online mechanism for resource allocation and pricing in clouds

L Mashayekhy, MM Nejad, D Grosu… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Cloud providers provision their various resources such as CPUs, memory, and storage in
the form of virtual machine (VM) instances which are then allocated to the users. The users …

Q-aware: Quality of service based cloud resource provisioning

S Singh, I Chana - Computers & Electrical Engineering, 2015 - Elsevier
Provisioning of appropriate resources to cloud workloads depends on the Quality of Service
(QoS) requirements of cloud workloads. Based on application requirements of cloud users …

Towards differential privacy-based online double auction for smart grid

D Li, Q Yang, W Yu, D An, Y Zhang… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In this paper, to address the issue of demand response in the smart grid with island
MicroGrids (MGs), we introduce an effective and secure auction market that allows electric …