A Sketch Framework for Approximate Data Stream Processing in Sliding Windows
Published in IEEE TKDE 2022, 2022
This paper presents a comprehensive sketch framework for efficient approximate data stream processing in sliding windows, enabling real-time analytics with bounded memory usage.
Recommended citation: Gou, X., Zhang, Y., Hu, Z., He, L., Wang, K., Liu, X., Yang, T., Wang, Y., & Cui, B. (2022). A Sketch Framework for Approximate Data Stream Processing in Sliding Windows. IEEE TKDE 2022.
Download Paper