9 citations · 13 across the 3 of their papers we have counts for
3 papers
Software-Hardware Co-design for Fast and Scalable Training of Deep Learning Recommendation Models
Dheevatsa Mudigere, Yuchen Hao, Jianyu Huang +50
Deep learning recommendation models (DLRMs) are used across many business-critical services at Facebook and are the single largest AI application in terms of infrastructure demand…
PartitionedVC: Partitioned External Memory Graph Analytics Framework for SSDs
Kiran Kumar Matam, Hanieh Hashemi, Murali Annavaram
Graph analytics are at the heart of a broad range of applications such as drug discovery, page ranking, and recommendation systems. When graph size exceeds memory size, out-of-core…
CPU and/or GPU: Revisiting the GPU Vs. CPU Myth
Kishore Kothapalli, Dip Sankar Banerjee, P. J. Narayanan +13
Parallel computing using accelerators has gained widespread research attention in the past few years. In particular, using GPUs for general purpose computing has brought forth seve…