79 citations · 84 across the 2 of their papers we have counts for
3 papers
Learning to Speed Up Query Planning in Graph Databases
Mohammad Hossain Namaki, F A Rezaur Rahman Chowdhury, Md Rakibul Islam +2
Querying graph structured data is a fundamental operation that enables important applications including knowledge graph search, social network analysis, and cyber-network security.…
On-Chip Communication Network for Efficient Training of Deep Convolutional Networks on Heterogeneous Manycore Systems
Wonje Choi, Karthi Duraisamy, Ryan Gary Kim +4
Convolutional Neural Networks (CNNs) have shown a great deal of success in diverse application domains including computer vision, speech recognition, and natural language processin…
Machine Learning and Manycore Systems Design: A Serendipitous Symbiosis
Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande +2
Tight collaboration between experts of machine learning and manycore system design is necessary to create a data-driven manycore design framework that integrates both learning and…