TITLE: Energy and Spectral Efficiency in Next Generation Cellular Networks In this talk, we will first discuss the importance of energy efficiency (EE) in nextgeneration multi-cell heterogeneous networks (HetNets). We will than discuss the tradeoff of EE and and spectral efficiency (SE) in multi-cell HetNets. Our objective…

TITLE: Deconstructing Distributed Deep Learning Deep learning has made substantial strides in computer vision, speech recognition, natural language processing, and other applications. New training techniques, larger datasets, increased computing power, and easy-to-use machine learning frameworks (such as TensorFlow, PyTorch or…