SIM: A fast real-time graph stream summarization with improved memory efficiency and accuracy.
Zhuo LiShuaijun LiuJindian LiuYu ZhangTeng LiangKaihua LiuPublished in: Comput. Networks (2024)
Keyphrases
- real time
- computational complexity
- high accuracy
- computational efficiency
- limited memory
- memory usage
- computational cost
- classification accuracy
- success rate
- random walk
- prediction accuracy
- graph theory
- directed graph
- memory space
- structured data
- data acquisition
- low cost
- control system
- weighted graph
- high efficiency
- graph representation
- processing speed
- memory size
- graph theoretic
- graph databases
- sliding window
- data streams
- image sequences
- image segmentation