Hoard: A Distributed Data Caching System to Accelerate Deep Learning Training on the Cloud

Christian Pinto, Yiannis Gkoufas, Andrea Reale +2

Deep Learning system architects strive to design a balanced system where the computational accelerator -- FPGA, GPU, etc, is not starved for data. Feeding training data fast enough…