Coupon filter: A universal and lightweight filter framework for more accurate data stream processing
Data stream processing plays a critical role in providing fundamental statistics for various
applications, such as anomaly detection. Still, the unbalanced distribution of data streams …
applications, such as anomaly detection. Still, the unbalanced distribution of data streams …
MimoSketch: A Framework for Frequency-Based Mining Tasks on Multiple Nodes With Sketches
W Wu, Y Xu - IEEE Transactions on Knowledge and Data …, 2024 - ieeexplore.ieee.org
In distributed data stream mining, we abstract a MIMO scenario where a stream of m ultiple i
tems is mined by m ultiple no des. We design a framework named MimoSketch for the MIMO …
tems is mined by m ultiple no des. We design a framework named MimoSketch for the MIMO …
Stable-Sketch: A Versatile Sketch for Accurate, Fast, Web-Scale Data Stream Processing
Data stream processing plays a pivotal role in various web-related applications, including
click fraud detection, anomaly identification, and recommendation systems. Accurate and …
click fraud detection, anomaly identification, and recommendation systems. Accurate and …
[PDF][PDF] Hourglasssketch: An efficient and scalable framework for graph stream summarization
Graph stream is a special kind of data stream, where every item coming in sequence
represents an edge in a dynamic graph. Graph stream has wide application in many fields …
represents an edge in a dynamic graph. Graph stream has wide application in many fields …