Auction mechanisms for virtualization in 5G cellular networks: Basics, trends, and open challenges

U Habiba, E Hossain - IEEE communications surveys & …, 2018 - ieeexplore.ieee.org
Wireless network virtualization (WNV) is considered as a reliable and effective solution to
enhance the capacity and resource utilization in emerging 5G cellular wireless networks …

Efficient computing resource sharing for mobile edge-cloud computing networks

Y Zhang, X Lan, J Ren, L Cai - IEEE/ACM Transactions on …, 2020 - ieeexplore.ieee.org
Both the edge and the cloud can provide computing services for mobile devices to enhance
their performance. The edge can reduce the conveying delay by providing local computing …

Toward an automated auction framework for wireless federated learning services market

Y Jiao, P Wang, D Niyato, B Lin… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In traditional machine learning, the central server first collects the data owners' private data
together and then trains the model. However, people's concerns about data privacy …

Auction mechanisms in cloud/fog computing resource allocation for public blockchain networks

Y Jiao, P Wang, D Niyato… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
As an emerging decentralized secure data management platform, blockchain has gained
much popularity recently. To maintain a canonical state of blockchain data record, proof-of …

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 …

Online job scheduling in distributed machine learning clusters

Y Bao, Y Peng, C Wu, Z Li - IEEE INFOCOM 2018-IEEE …, 2018 - ieeexplore.ieee.org
Nowadays large-scale distributed machine learning systems have been deployed to support
various analytics and intelligence services in IT firms. To train a large dataset and derive the …

Revenue and energy cost-optimized biobjective task scheduling for green cloud data centers

H Yuan, H Liu, J Bi, MC Zhou - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The significant growth in the number and types of tasks of heterogeneous applications in
green cloud data centers (GCDCs) dramatically increases their providers' revenue from …

Multiagent-based resource allocation for energy minimization in cloud computing systems

W Wang, Y Jiang, W Wu - IEEE Transactions on Systems, Man …, 2016 - ieeexplore.ieee.org
Cloud computing has emerged as a very flexible service paradigm by allowing users to
require virtual machine (VM) resources on-demand and allowing cloud service providers …

Auction-based VM allocation for deadline-sensitive tasks in distributed edge cloud

G Gao, M **ao, J Wu, H Huang… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Edge cloud computing is a new paradigm in which the computation and storage services of
remote cloud data centers are moved to Edge Cloud Nodes (ECNs) in network edges …

A double auction mechanism for resource allocation in coded vehicular edge computing

JS Ng, WYB Lim, Z **ong, D Niyato… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
The development of smart vehicles and rich cloud services have led to the emergence of
vehicular edge computing. To perform the distributed computation tasks efficiently, Coded …