2 papers
cs.DC2023
Fine-grained Policy-driven I/O Sharing for Burst Buffers
Ed Karrels, Lei Huang, Yuhong Kan +5
A burst buffer is a common method to bridge the performance gap between the I/O needs of modern supercomputing applications and the performance of the shared file system on large-s…
stat.ML2020
High-Dimensional Bayesian Optimization via Tree-Structured Additive Models
Eric Han, Ishank Arora, Jonathan Scarlett
Bayesian Optimization (BO) has shown significant success in tackling expensive low-dimensional black-box optimization problems. Many optimization problems of interest are high-dime…