2 papers
cs.LG2026
Learning-based Sketches for Frequency Estimation in Data Streams without Ground Truth
Xinyu Yuan, Yan Qiao, Meng Li +4
Estimating the frequency of items on the high-volume, fast data stream has been extensively studied in many areas, such as database and network measurement. Traditional sketches pr…
cs.NI2024
Diffusion Models Meet Network Management: Improving Traffic Matrix Analysis with Diffusion-based Approach
Xinyu Yuan, Yan Qiao, Zhenchun Wei +5
Due to network operation and maintenance relying heavily on network traffic monitoring, traffic matrix analysis has been one of the most crucial issues for network management relat…