3 papers
stat.ML2024
Machine learning-based system reliability analysis with Gaussian Process Regression
Lisang Zhou, Ziqian Luo, Xueting Pan
Machine learning-based reliability analysis methods have shown great advancements for their computational efficiency and accuracy. Recently, many efficient learning strategies have…
cs.CV2024
Comprehensive Survey of Model Compression and Speed up for Vision Transformers
Feiyang Chen, Ziqian Luo, Lisang Zhou +2
Vision Transformers (ViT) have marked a paradigm shift in computer vision, outperforming state-of-the-art models across diverse tasks. However, their practical deployment is hamper…
cs.DC2024
Navigating the Landscape of Distributed File Systems: Architectures, Implementations, and Considerations
Xueting Pan, Ziqian Luo, Lisang Zhou
Distributed File Systems (DFS) have emerged as sophisticated solutions for efficient file storage and management across interconnected computer nodes. The main objective of DFS is…