2 papers
cs.DS2025
ResidualSketch: Enhancing Layer Efficiency and Error Reduction in Hierarchical Heavy Hitter Detection with ResNet Innovations
Xilai Liu, Yuxuan Tian, Xiangyuan Wang +4
In network management, swiftly and accurately identifying traffic anomalies, including Distributed Denial-of-Service (DDoS) attacks and unexpected network disruptions, is essential…
cs.DS2024
Approaching 100% Confidence in Stream Summary through ReliableSketch
Yuhan Wu, Hanbo Wu, Xilai Liu +6
To approximate sums of values in key-value data streams, sketches are widely used in databases and networking systems. They offer high-confidence approximations for any given key w…