148 citations · 533 across the 14 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
cs.NI2020★ 3 cited
Machine Learning (ML) In a 5G Standalone (SA) Self Organizing Network (SON)
Srinivasan Sridharan
Machine learning (ML) is included in Self-organizing Networks (SONs) that are key drivers for enhancing the Operations, Administration, and Maintenance (OAM) activities. It is incl…
cs.AR2020★ 40 cited
Enabling Compute-Communication Overlap in Distributed Deep Learning Training Platforms
Saeed Rashidi, Matthew Denton, Srinivas Sridharan +4
Deep Learning (DL) training platforms are built by interconnecting multiple DL accelerators (e.g., GPU/TPU) via fast, customized interconnects with 100s of gigabytes (GBs) of bandw…
cs.DC2020★ 54 cited
Deep Learning Training in Facebook Data Centers: Design of Scale-up and Scale-out Systems
Maxim Naumov, John Kim, Dheevatsa Mudigere +12
Large-scale training is important to ensure high performance and accuracy of machine-learning models. At Facebook we use many different models, including computer vision, video and…