Consistent detection and optimal localization of all detectable change points in piecewise stationary arbitrarily sparse network-sequences.
Sharmodeep BhattacharyyaShirshendu ChatterjeeSoumendu Sundar MukherjeePublished in: CoRR (2020)
Keyphrases
- detection method
- automatic detection
- false positives
- computer networks
- reliable detection
- activity detection
- average distance
- piecewise linear
- detection algorithm
- endpoints
- complex networks
- network structure
- communication networks
- globally consistent
- optimal solution
- accurate localization
- false alarms
- non stationary
- anomaly detection
- worst case
- dynamic programming
- network traffic
- closed form
- feature points
- detection accuracy
- data points
- hidden markov models
- high dimensional
- objective function