3 papers
cs.AI2020
Fixed Priority Global Scheduling from a Deep Learning Perspective
Hyunsung Lee, Michael Wang, Honguk Woo
Deep Learning has been recently recognized as one of the feasible solutions to effectively address combinatorial optimization problems, which are often considered important yet cha…
cs.DC2020
Intelligent Replication Management for HDFS Using Reinforcement Learning
Hyunsung Lee
Storage systems for cloud computing merge a large number of commodity computers into a single large storage pool. It provides high-performance storage over an unreliable, and dynam…
cs.IR2020
A Differentiable Ranking Metric Using Relaxed Sorting Operation for Top-K Recommender Systems
Hyunsung Lee, Yeongjae Jang, Jaekwang Kim +1
A recommender system generates personalized recommendations for a user by computing the preference score of items, sorting the items according to the score, and filtering top-K ite…