Cello: Efficient Computer Systems Optimization with Predictive Early Termination and Censored Regression

Yi Ding, Alex Renda, Ahsan Pervaiz +2

Sample-efficient machine learning (SEML) has been widely applied to find optimal latency and power tradeoffs for configurable computer systems. Instead of randomly sampling from th…