[HTML][HTML] Recent advances and applications of machine learning in the variable renewable energy sector
Abstract Machine learning (ML) plays an essential role in various scientific fields. ML
streamlines renewable energy systems, boosting efficiency and production, as global …
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
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 …
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
With the exponential growth of Internet of Things (IoT) devices, IoT has become a
transformative technology with applications spanning various domains. It encompasses 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 …
(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 …
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 …
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 …
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 …
power, and networking capabilities for a wide range of applications and services. But as …