Cello: Efficient computer systems optimization with predictive early termination and censored regression

Y Ding, A Renda, A Pervaiz, M Carbin… - arXiv preprint arXiv …, 2022 - arxiv.org
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 …

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

Y Ding, A Renda, A Pervaiz, M Carbin… - arXiv e …, 2022 - ui.adsabs.harvard.edu
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 …