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…