19 citations · 40 across the 7 of their papers we have counts for
7 papers
DIAL: Decentralized I/O AutoTuning via Learned Client-side Local Metrics for Parallel File System
Md Hasanur Rashid, Xinyi Li, Youbiao He +2
Enabling efficient, high-performance data access in parallel file systems (PFS) is critical for today's high-performance computing systems. PFS client-side I/O heavily impacts the…
Real-Time Cascade Mitigation in Power Systems Using Influence Graph Improved by Reinforcement Learning
Kai Zhou, Youbiao He, Chong Zhong +1
Despite high reliability, modern power systems with growing renewable penetration face an increasing risk of cascading outages. Real-time cascade mitigation requires fast, complex…
IOPathTune: Adaptive Online Parameter Tuning for Parallel File System I/O Path
Md. Hasanur Rashid, Youbiao He, Forrest Sheng Bao +1
Parallel file systems contain complicated I/O paths from clients to storage servers. An efficient I/O path requires proper settings of multiple parameters, as the default settings…
Circuit Routing Using Monte Carlo Tree Search and Deep Neural Networks
Youbiao He, Forrest Sheng Bao
Circuit routing is a fundamental problem in designing electronic systems such as integrated circuits (ICs) and printed circuit boards (PCBs) which form the hardware of electronics…
Triaging moderate COVID-19 and other viral pneumonias from routine blood tests
Forrest Sheng Bao, Youbiao He, Jie Liu +9
The COVID-19 is sweeping the world with deadly consequences. Its contagious nature and clinical similarity to other pneumonias make separating subjects contracted with COVID-19 and…
SueNes: A Weakly Supervised Approach to Evaluating Single-Document Summarization via Negative Sampling
Forrest Sheng Bao, Hebi Li, Ge Luo +4
Canonical automatic summary evaluation metrics, such as ROUGE, focus on lexical similarity which cannot well capture semantics nor linguistic quality and require a reference summar…
RLScheduler: An Automated HPC Batch Job Scheduler Using Reinforcement Learning
Di Zhang, Dong Dai, Youbiao He +2
Today high-performance computing (HPC) platforms are still dominated by batch jobs. Accordingly, effective batch job scheduling is crucial to obtain high system efficiency. Existin…