FrugalML: How to Use ML Prediction APIs More Accurately and Cheaply

Lingjiao Chen, Matei Zaharia, James Zou

Prediction APIs offered for a fee are a fast-growing industry and an important part of machine learning as a service. While many such services are available, the heterogeneity in t…