AI Solution Against the Environmental Threat of Data Centers
Artificial intelligence and machine learning techniques are being used to reduce the environmental impacts and increase hardware efficiency of massive energy-consuming data centers.
New methods based on artificial intelligence and machine learning are being developed to alleviate the load placed on electrical grids by data centers with globally growing energy demands.
The Growing Environmental Burden of Data Centers
Data centers, which are rapidly increasing in number worldwide, are straining electrical grids and increasing reliance on energy derived from polluting fossil fuels.
Hardware and Software Optimization
Academic studies reveal that large computing systems typically operate at only 15 percent capacity.
Artificial Intelligence and Machine Learning Tools
Research groups are developing tools such as Seer, which predicts web application issues in advance, and Ditto, which mimics system architectures for academic research.