The Algorithmic Energy Crisis
The emergence of AI all over the world has significant environmental expenses. The CO2 emission of training big models is the same as five cars operating throughout their lives, and the computational needs are doubling after every 3.4 months. This chapter promotes federated learning (FL), which is capable of reducing d...