Serving unseen deep learning models with near-optimal configurations: a fast adaptive search approach

Y Wu, H Wu, D Luo, Y Xu, Y Hu, W Zhang… - Proceedings of the 13th …, 2022 - dl.acm.org
Public clouds provide a bewildering choice of configurations for Deep Learning (DL)
models, and the choice of configuration will significantly impact the performance and budget …

Dynamic Optimization of Provider-Based Scheduling for HPC Workloads

J Marino, F Risso, M Bighi - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
The vast array of cloud providers present in today's market proffer a suite of High-
Performance Computing (HPC) services. However, these offerings are characterized by …