2 papers
cs.PF2018
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…
cs.AR2018
A Software-defined SoC Memory Bus Bridge Architecture for Disaggregated Computing
Dimitris Syrivelis, Andrea Reale, Kostas Katrinis +1
Disaggregation and rack-scale systems have the potential of drastically decreasing TCO and increasing utilization of cloud datacenters, while maintaining performance. While the con…