[HTML][HTML] Recent advances and applications of machine learning in the variable renewable energy sector

S Chatterjee, PW Khan, YC Byun - Energy Reports, 2024 - Elsevier
Abstract Machine learning (ML) plays an essential role in various scientific fields. ML
streamlines renewable energy systems, boosting efficiency and production, as global …

A novel 4-level joint optimal dispatch for demand response of data centers with district autonomy realization

O Han, T Ding, M Yang, W Jia, X He, Z Ma - Applied Energy, 2024 - Elsevier
Data centers (DCs) are gradually becoming one of the world's largest energy consumers.
Owing to their spatial-temporal transferable characteristics, DCs show great potential in …

Convergence of AI and MEC for autonomous IoT service provisioning and assurance in B5G

K Abbas, Y Cho, A Nauman, PW Khan… - IEEE Open Journal …, 2023 - ieeexplore.ieee.org
With the exponential growth of Internet of Things (IoT) devices, IoT has become a
transformative technology with applications spanning various domains. It encompasses a …

Global optimization strategy of prosumer data center system operation based on multi-agent deep reinforcement learning

D Yang, X Wang, R Shen, Y Li, L Gu, R Zheng… - Journal of Building …, 2024 - Elsevier
The escalating issues of high energy consumption and carbon emissions in data centers
(DCs) necessitate the optimization of system operations. However, early optimization …

Machine learning approaches for efficient energy utilization in cloud data centers

SS Panwar, MMS Rauthan, V Barthwal, N Mehra… - Procedia Computer …, 2024 - Elsevier
Cloud computing technology provides access on demand to virtualized resources, services,
and applications via a distributed network. In cloud data centers effective energy utilization is …

Taxonomy of optimization algorithms combined with CNN for optimal placement of virtual machines within physical machines in data centers

M El Yadari, S El Motaki, A Yahyaouy, P Makany… - Energy …, 2024 - Springer
Energy management in datacenters is a major challenge today due to the environmental
and economic impact of increasing energy consumption. Efficient placement of virtual …

A Comprehensive Review on Autonomous Consolidation of Virtual Machine for Energy and Resource Management

G Bajpai, P Singh, AK Agarwal - … of the 5th International Conference on …, 2023 - dl.acm.org
Energy efficiency and awareness of power utilization are significant challenges while
building up a cloud computing infrastructure and next-generation data centers …

Mobile Agent Communication in the Cloud Data Center

SR Jayasimha, HR Divakar… - Journal of Computational …, 2024 - eudoxuspress.com
Cloud server is crucial in the digital world because they provide huge storage, computing
power, and networking capabilities for a wide range of applications and services. But as …