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Green Machine Learning for 5G and Beyond Resource Optimisation

Project description

Making green machine learning algorithms

The greening of our communication networks is an emerging trend, but potentially threatened by energy intensive AI algorithms that are needed for complex optimisations. The EU-funded GreenML5G project will investigate how to reduce energy expenditure for deep reinforcement learning modules. The overall output of the project is to create green machine learning algorithms for radio resource management. The technology has widespread impact in other areas of autonomy and machine learning.

Coordinator

CRANFIELD UNIVERSITY
Net EU contribution
€ 224 933,76
Address
College Road
MK43 0AL Cranfield - Bedfordshire
United Kingdom

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Activity type
Higher or Secondary Education Establishments
Non-EU contribution
€ 0,00