AI for next generation computing: Emerging trends and future directions

SS Gill, M Xu, C Ottaviani, P Patros, R Bahsoon… - Internet of Things, 2022 - Elsevier
Autonomic computing investigates how systems can achieve (user) specified “control”
outcomes on their own, without the intervention of a human operator. Autonomic computing …

A systematic survey on energy-efficient techniques in sustainable cloud computing

S Bharany, S Sharma, OI Khalaf, GM Abdulsahib… - Sustainability, 2022 - mdpi.com
Global warming is one of the most compelling environmental threats today, as the rise in
energy consumption and CO2 emission caused a dreadful impact on our environment. The …

A review of edge computing: Features and resource virtualization

Y Mansouri, MA Babar - Journal of Parallel and Distributed Computing, 2021 - Elsevier
With the advent of Internet of Things (IoT) connecting billions of mobile and stationary
devices to serve real-time applications, cloud computing paradigms face some significant …

Machine learning-based orchestration of containers: A taxonomy and future directions

Z Zhong, M Xu, MA Rodriguez, C Xu… - ACM Computing Surveys …, 2022 - dl.acm.org
Containerization is a lightweight application virtualization technology, providing high
environmental consistency, operating system distribution portability, and resource isolation …

CoScal: Multifaceted scaling of microservices with reinforcement learning

M Xu, C Song, S Ilager, SS Gill, J Zhao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The emerging trend towards moving from monolithic applications to microservices has
raised new performance challenges in cloud computing environments. Compared with …

[HTML][HTML] A comprehensive survey of energy-efficient computing to enable sustainable massive IoT networks

MH Alsharif, AH Kelechi, A Jahid… - Alexandria Engineering …, 2024 - Elsevier
Energy efficiency is a key area of research aimed at achieving sustainable and
environmentally friendly networks. With the rise in data traffic and network congestion, IoT …

The dichotomy of cloud and iot: Cloud-assisted iot from a security perspective

B Zolfaghari, A Yazdinejad, A Dehghantanha… - arXiv preprint arXiv …, 2022 - arxiv.org
In recent years, the existence of a significant cross-impact between Cloud computing and
Internet of Things (IoT) has lead to a dichotomy that gives raise to Cloud-Assisted IoT …

A survey on resource management for cloud native mobile computing: opportunities and challenges

SY Huang, CY Chen, JY Chen, HC Chao - Symmetry, 2023 - mdpi.com
Fifth-generation mobile communication networks (5G)/Beyond 5G (B5G) can achieve higher
data rates, more significant connectivity, and lower latency to provide various mobile …

Energy efficient task scheduling based on deep reinforcement learning in cloud environment: A specialized review

H Hou, SNA Jawaddi, A Ismail - Future Generation Computer Systems, 2024 - Elsevier
The expanding scale of cloud data centers and the diversification of user services have led
to an increase in energy consumption and greenhouse gas emissions, resulting in long-term …

Containerized microservices: A survey of resource management frameworks

LM Al Qassem, T Stouraitis, E Damiani… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The growing adoption of microservice architectures (MSAs) has led to major research and
development efforts to address their challenges and improve their performance, reliability …