GaDei optimizes deep learning training-as-a-service by reducing communication traffic.
problem High communication traffic in deep learning training-as-a-service.
method GaDei is an optimized shared-memory scale-up parameter server design.
result GaDei significantly outperforms state-of-the-art parameter-server based implementations.