Younghyun Cho

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 16

Top Topics

Parallel Architectures

Linear Regression

Training Samples

Top Venues

Publications

Almo Senja Kulinan, Younghyun Cho, Minsoo Park, Seunghee Park
Rapid wildfire damage estimation using integrated object-based classification with auto-generated training samples from Sentinel-2 imagery on Google Earth Engine. Int. J. Appl. Earth Obs. Geoinformation 126 (2024)
Younghyun Cho, James Weldon Demmel, Michal Derezinski, Haoyun Li, Hengrui Luo, Michael W. Mahoney, Riley J. Murray
Surrogate-based Autotuning for Randomized Sketching Algorithms in Regression Problems. CoRR (2023)
Younghyun Cho, James Weldon Demmel, Jacob King, Xiaoye S. Li, Yang Liu, Hengrui Luo
Harnessing the Crowd for Autotuning High-Performance Computing Applications. IPDPS (2023)
Younghyun Cho, Jiyeon Park, Florian Negele, Changyeon Jo, Thomas R. Gross, Bernhard Egger
Dopia: online parallelism management for integrated CPU/GPU architectures. PPoPP (2022)
Hengrui Luo, Younghyun Cho, James Weldon Demmel, Xiaoye S. Li, Yang Liu
Hybrid Models for Mixed Variables in Bayesian Optimization. CoRR (2022)
Hengrui Luo, James Weldon Demmel, Younghyun Cho, Xiaoye S. Li, Yang Liu
Non-smooth Bayesian Optimization in Tuning Problems. CoRR (2021)
Younghyun Cho, James Demmel, Xiaoye S. Li, Yang Liu, Hengrui Luo
Enhancing Autotuning Capability with a History Database. MCSoC (2021)
Younghyun Cho, Surim Oh, Bernhard Egger
Performance Modeling of Parallel Loops on Multi-Socket Platforms Using Queueing Systems. IEEE Trans. Parallel Distributed Syst. 31 (2) (2020)
Reza Entezari-Maleki, Younghyun Cho, Bernhard Egger
Evaluation of memory performance in NUMA architectures using Stochastic Reward Nets. J. Parallel Distributed Comput. 144 (2020)
Younghyun Cho, Camilo A. Celis Guzman, Bernhard Egger
Maximizing system utilization via parallelism management for co-located parallel applications. PACT (2018)
Younghyun Cho, Florian Negele, Seohong Park, Bernhard Egger, Thomas R. Gross
On-the-fly workload partitioning for integrated CPU/GPU architectures. PACT (2018)
Younghyun Cho, Camilo A. Celis Guzman, Bernhard Egger
POSTER: Improving NUMA System Efficiency with a Utilization-Based Co-scheduling. PACT (2017)
Chung Il Jung, Yonggwan Lee, Younghyun Cho, Seongjoon Kim
A Study of Spatial Soil Moisture Estimation Using a Multiple Linear Regression Model and MODIS Land Surface Temperature Data Corrected by Conditional Merging. Remote. Sens. 9 (8) (2017)
Younghyun Cho, Surim Oh, Bernhard Egger
Adaptive Space-Shared Scheduling for Shared-Memory Parallel Programs. JSSPP (2016)
Younghyun Cho, Surim Oh, Bernhard Egger
Online Scalability Characterization of Data-Parallel Programs on Many Cores. PACT (2016)
Bernhard Egger, Younghyun Cho, Changyeon Jo, Eunbyung Park, Jaejin Lee
Efficient Checkpointing of Live Virtual Machines. IEEE Trans. Computers 65 (10) (2016)