Linh Le

RAS

2021

Capacity reservation is a common offering in public clouds and on-premise infrastructure. However, no prior work provides capacity reservation with SLO guarantees that takes into account random and correlated hardware failures, datacenter maintenance, and heterogeneous …

Target Permutation for Feature Significance and Applications in Neural Networks

2024

Statistical techniques like generalized linear models have always been the indispensable tools for understanding relationships in data. However, over the last two decades, growth in data size and complexity has fueled the rise of powerful …