Green machine learning for green cloud energy efficiency
The efficiency of energy in cloud computing (CC) is one of the critical and vital parameters
for large server-based networks due to CC consuming a great amount of energy and the …
for large server-based networks due to CC consuming a great amount of energy and the …
Green cloud computing and environmental sustainability
S Kumar, R Buyya - Harnessing green IT: principles and …, 2012 - Wiley Online Library
Cloud computing is a highly scalable and cost‐effective infrastructure for running HPC,
enterprise and Web applications. However, the growing demand of Cloud infrastructure has …
enterprise and Web applications. However, the growing demand of Cloud infrastructure has …
A survey of machine learning applications for energy-efficient resource management in cloud computing environments
M Demirci - 2015 IEEE 14th international conference on …, 2015 - ieeexplore.ieee.org
Ensuring energy efficiency in data centers is a crucial objective in modern cloud computing
because it reduces operating costs and complies with the goals of green computing …
because it reduces operating costs and complies with the goals of green computing …
[PDF][PDF] Green solution for cloud computing with load balancing and power consumption management
P Dalapati, G Sahoo - Int. J. Emerg. Technol. Adv. Eng, 2013 - academia.edu
Cloud computing a relatively recent term builds on decades of research in virtualization,
distributed computing, utility computing, and networking, web and s/w services. The …
distributed computing, utility computing, and networking, web and s/w services. The …
Energy efficiency strategy for big data in cloud environment using deep reinforcement learning
Big data entails massive cloud resources for data processing and analysis, which consumes
more energy to run. The resources and tasks are increasing exponentially in the cloud …
more energy to run. The resources and tasks are increasing exponentially in the cloud …
[PDF][PDF] Review of energy reduction techniques for green cloud computing
SM AlIsmail, HA Kurdi - … Journal of Advanced Computer Science and …, 2016 - Citeseer
The growth of cloud computing has led to uneconomical energy consumption in data
processing, storage, and communications. This is unfriendly to the environment, because of …
processing, storage, and communications. This is unfriendly to the environment, because of …
Power consumption model based on feature selection and deep learning in cloud computing scenarios
Y Liang, Z Hu, K Li - IET Communications, 2020 - Wiley Online Library
High power consumption of cloud data centres is a crucial challenge in modern cloud
computing. To comply with the conceptions of green computing, power consumption …
computing. To comply with the conceptions of green computing, power consumption …
Renewable energy-based resource management in cloud computing: a review
Energy conservation is one of the most challenging problems in cloud datacenters. It is
produced using fossil fuels, especially coal, gas, orimulsion and petroleum, and the cost of …
produced using fossil fuels, especially coal, gas, orimulsion and petroleum, and the cost of …
Machine learning for energy-resource allocation, workflow scheduling and live migration in cloud computing: State-of-the-art survey
Abstract Machine learning and artificial intelligence techniques have been proven helpful
when pragmatic to a wide range of complex problems and areas such as energy …
when pragmatic to a wide range of complex problems and areas such as energy …
[PDF][PDF] Optimization of power consumption in data centers using machine learning based approaches: a review
Data center hosting is in higher demand to fulfill the computing and storage requirements of
information technology (IT) and cloud services platforms which need more electricity to …
information technology (IT) and cloud services platforms which need more electricity to …