HyperSched: Dynamic Resource Reallocation for Model Development on a Deadline

8 January 2020

Papers citing "HyperSched: Dynamic Resource Reallocation for Model Development on a Deadline"

4 / 4 papers shown

Title
Towards providing reliable job completion time predictions using PCS Abdullah Bin Faisal Noah Martin Hafiz Mohsin Bashir Swaminathan Lamelas Fahad R. Dogar 52 0 0 18 Jan 2024
Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers Romil Bhardwaj Zhengxu Xia Ganesh Ananthanarayanan Junchen Jiang Nikolaos Karianakis Yuanchao Shu Kevin Hsieh P. Bahl Ion Stoica 64 166 0 19 Dec 2020
Resource Allocation in Multi-armed Bandit Exploration: Overcoming Sublinear Scaling with Adaptive Parallelism Brijen Thananjeyan Kirthevasan Kandasamy Ion Stoica Michael I. Jordan Ken Goldberg Joseph E. Gonzalez 24 7 0 31 Oct 2020
FLAML: A Fast and Lightweight AutoML Library Chi Wang Qingyun Wu Markus Weimer Erkang Zhu 107 205 0 12 Nov 2019