research
∙
03/15/2023
VENUS: A Geometrical Representation for Quantum State Visualization
Visualizations have played a crucial role in helping quantum computing u...
share
research
∙
03/14/2023
Improving CNN-base Stock Trading By Considering Data Heterogeneity and Burst
In recent years, there have been quite a few attempts to apply intellige...
research
∙
07/28/2022
VACSEN: A Visualization Approach for Noise Awareness in Quantum Computing
Quantum computing has attracted considerable public attention due to its...
research
∙
01/02/2022
Visilence: An Interactive Visualization Tool for Error Resilience Analysis
Soft errors have become one of the major concerns for HPC applications, ...
research
∙
12/31/2021
BatchLens: A Visualization Approach for Analyzing Batch Jobs in Cloud Systems
Cloud systems are becoming increasingly powerful and complex. It is high...
research
∙
08/19/2021
Intercept Graph: An Interactive Radial Visualization for Comparison of State Changes
State change comparison of multiple data items is often necessary in mul...
research
∙
06/22/2021
Making Invisible Visible: Data-Driven Seismic Inversion with Physics-Informed Data Augmentation
Deep learning and data-driven approaches have shown great potential in s...
research
∙
05/27/2021
Characterizing Impacts of Storage Faults on HPC Applications: A Methodology and Insights
In recent years, the increasing complexity in scientific simulations and...
research
∙
07/20/2020
BeeSwarm: Enabling Scalability Tests in Continuous Integration
Testing is one of the most important steps in software development. It e...
research
∙
05/04/2020
MARS: Multi-Scalable Actor-Critic Reinforcement Learning Scheduler
In this paper, we introduce a new scheduling algorithm MARS based on a c...
research
∙
11/05/2019
Soft Error Resilience and Failure Recovery for Continuum Dynamics Applications
The persistently growing resilience concerns of large-scale computing sy...
research
∙
08/03/2018
Characterization and Comparison of Application Resilience for Serial and Parallel Executions
Soft error of exascale application is a challenge problem in modern HPC....
research
∙
06/16/2018
In situ TensorView: In situ Visualization of Convolutional Neural Networks
Convolutional Neural Networks(CNNs) are complex systems. They are traine...
research
∙
12/19/2017