StraightLine: An End-to-End Resource-Aware Scheduler for Machine Learning Application Requests

Cheng-Wei Ching, Boyuan Guan, Hailu Xu +1

The life cycle of machine learning (ML) applications consists of two stages: model development and model deployment. However, traditional ML systems (e.g., training-specific or inf…