A streaming algorithm and hardware accelerator to estimate the empirical entropy of network flows.
Yaime FernándezJavier E. SotoSofía VeraYasmany PrietoCecilia HernándezMiguel E. FigueroaPublished in: Comput. Networks (2023)
Keyphrases
- network flow
- preprocessing
- learning algorithm
- hardware implementation
- worst case
- detection algorithm
- computational complexity
- k means
- estimation algorithm
- dynamic programming
- theoretical analysis
- optimization algorithm
- expectation maximization
- information entropy
- parallel implementation
- optimization method
- segmentation algorithm
- linear programming
- np hard
- search space
- genetic algorithm
- state space
- optimal solution
- hardware architecture