Eduardo Lima

Hierarchical Bayesian multi-kernel learning for integrated classification and summarization of app reviews

2022 · Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering

App stores enable users to share their experiences directly with the developers in the form of app reviews. Recent studies have shown that the feedback received from users is a valuable source of information for …

PredictDDL: Reusable Workload Performance Prediction for Distributed Deep Learning

2023

Accurately predicting the training time of deep learning (DL) workloads is critical for optimizing the utilization of data centers and allocating the required cluster resources for completing critical model training tasks before a deadline. The …