Luı́s Rodrigues

Hourglass

2019

This paper addresses the key problems that emerge when one attempts to use transient resources to reduce the cost of running time-constrained jobs in the cloud. Previous works fail to address these problems and are …

Lynceus: Cost-efficient Tuning and Provisioning of Data Analytic Jobs

2020

Modern data analytic and machine learning jobs find in the cloud a natural deployment platform to satisfy their notoriously large resource requirements. Yet, to achieve cost efficiency, it is crucial to identify a deployment configuration …