Oleg Sokolsky

RT-Open Stack: CPU Resource Management for Real-Time Cloud Computing

2015

Clouds have become appealing platforms for not only general-purpose applications, but also real-time ones. However, current clouds cannot provide real-time performance to virtual machines (VMs). We observe the demand and the advantage of co-hosting real-time …

DC4L: Distribution Shift Recovery via Data-Driven Control for Deep Learning Models

2023 · arXiv (Cornell University)

Deep neural networks have repeatedly been shown to be non-robust to the uncertainties of the real world, even to naturally occurring ones. A vast majority of current approaches have focused on data-augmentation methods to expand …