A GRU-based prediction framework for intelligent resource management at cloud data centres in the age of 5G

Y Lu, L Liu, J Panneerselvam, B Yuan… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
The increasing deployments of 5G mobile communication system is expected to bring more
processing power and storage supplements to Internet of Things (IoT) and mobile devices. It …

An edge federated MARL approach for timeliness maintenance in MEC collaboration

Z Zhu, S Wan, P Fan, KB Letaief - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Mobile edge computing (MEC) has been widely studied to provide new schemes for
communication-computing systems such as industrial Internet of Things (IoTs), vehicular …

Rethinking data center networks: Machine learning enables network intelligence

B Li, T Wang, P Yang, M Chen… - … of Communications and …, 2022 - ieeexplore.ieee.org
To support the needs of ever-growing cloud-based services, the number of servers and
network devices in data centers is increasing exponentially, which in turn results in high …

Machine learning empowered intelligent data center networking: A survey

B Li, T Wang, P Yang, M Chen, S Yu… - ar** information in the medical community has made the adoption of big data
methods to improve the quality of healthcare. Existing machine learning tools will help to …

Resource Selection Mechanism For Brokering Services In Multi-cloud Environment

MH Mohamaddiah, A Abdullah… - 2021 International …, 2021 - ieeexplore.ieee.org
Job scheduling plays a vital role as for resource management in cloud computing which will
allocate the resources and schedule the jobs for execution. The resources' selection is a …

Workload Prediction and Resource Management for Energy Efficiency in Cloud Data Centres

Y Lu - 2022 - figshare.le.ac.uk
Given the increasing deployments of Cloud datacentres and the excessive usage of server
resources, their associated energy and environmental implications are also increasing at an …

Heart Disease Prediction System Using BIRCH Clustering

GVS Rajkumar, KN Kumar, A Monish… - … on Computer Vision …, 2023 - Springer
Diseases of all types that affect the heart or blood vessels, which lead to heart attacks,
strokes and other heart defects known as heart diseases; nearly 630000 deaths occur in …