首页>
外国专利>
HIDDEN MARKOV MODEL BASED ARCHITECTURE TO MONITOR NETWORK NODE ACTIVITIES AND PREDICT RELEVANT PERIODS
HIDDEN MARKOV MODEL BASED ARCHITECTURE TO MONITOR NETWORK NODE ACTIVITIES AND PREDICT RELEVANT PERIODS
展开▼
机译:基于隐马尔可夫模型的体系结构来监控网络节点活动和预测相关期间
展开▼
页面导航
摘要
著录项
相似文献
摘要
In one embodiment, techniques are shown and described relating to a Hidden Markov Model based architecture to monitor network node activities and predict relevant periods. In particular, in one embodiment, a device determines a statistical model for each of one or more singular-node traffic profiles (e.g., based on one or more Hidden Markov Models (HMMs) each corresponding to a respective one of the one or more traffic profiles). By analyzing respective traffic from individual nodes in a computer network, and matching the respective traffic against the statistical model for the one or more traffic profiles, the device may detecting a matching traffic profile for the individual nodes in a computer network. In addition, the device may predict relevant periods of traffic for the individual nodes by extrapolating a most-likely future sequence based on prior respective traffic of the individual nodes and the corresponding matching traffic profile.
展开▼