Towards Green AI: Current status and future research

We are in the midst of an explosive growth of the The rapidly growing computational requirements of AI development and integration of artificial intelligence (AI)- models necessitate increasingly powerful hardware to provide based systems into all aspects of human activities that has the computational infrastructure required for the training and been speculated to be'as transformative as the industrial inference of AI models. Graphics processing units (GPU) revolution' and could incur profound social and economic provide the parallel processing capabilities and are employed changes [1]. The release of'generative AI' applications, in server systems operated in globally distributed data centers notably the text generator ChatGPT, text-to-image generators ('the cloud'). The energy needs of the compute hardware and like Midjourney, and text-to-video models like Sora have required heating, ventilation, and air conditioning (HVAC) in recently brought public attention to the rapidly progressing data centers are ever-increasing. The IEA projects the technological capabilities.