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cs.DS2018
Fast and Accurate Graph Stream Summarization
Xiangyang Gou, Lei Zou, Chenxingyu Zhao +1
A graph stream is a continuous sequence of data items, in which each item indicates an edge, including its two endpoints and edge weight. It forms a dynamic graph that changes with…
cs.DS2017★ 1 cited
SF-sketch: A Two-stage Sketch for Data Streams
Tong Yang, Lingtong Liu, Yibo Yan +5
A sketch is a probabilistic data structure used to record frequencies of items in a multi-set. Sketches are widely used in various fields, especially those that involve processing…