Graph Stream Sketch: Summarizing Graph Streams With High Speed and Accuracy.
Xiangyang GouLei ZouChenxingyu ZhaoTong YangPublished in: IEEE Trans. Knowl. Data Eng. (2023)
Keyphrases
- sliding window
- data streams
- high speed
- streaming data
- graph theory
- directed graph
- random walk
- graph representation
- graph structure
- high accuracy
- structured data
- computational complexity
- concept drift
- weighted graph
- real time
- prediction accuracy
- computational cost
- graph model
- spanning tree
- graph partitioning
- decision trees
- clustering algorithm
- directed acyclic graph
- data sets
- undirected graph