In one embodiment, a supervisory device in a network maintains a plurality of node profiles
for nodes in the network. The supervisory device receives, from a fog computing device in …

Identification of malicious network domains through use of links analysis of graph
representation of network activity, such as a bipartite graphs. An example method includes …

A gateway is provided with configuration management logic to identify a set of configurations
corresponding to a deployment of a particular application, and automatically send …

Techniques for obtaining a target device profile included an expected behavior for a target
device are disclosed. An unsupervised learning algorithm is applied to a global data set …

A system and method is described herein for data filtering to reduce functional, and trend
line outlier bias. Outliers are removed from the data set through an objective statistical …

Techniques for determining whether to include or exclude device data for determining a
network communication configuration for a target device are disclosed. Device data for …

Some embodiments provide a method for detecting a threat to a datacenter. The method
receives a set of connections between a set of DCNs in the datacenter over a particular time …

A server device configured to communicate, via a communication network, with at least one
device including a learner configured to perform processing by using a learned model …

Systems, methods, and apparatuses for improving future reliability prediction of a
measurable system by receiving operational and performance data, such as maintenance …

Abstract Systems and methods include processors for receiving training data for a user
activity; receiving bias criteria; determining a set of model parameters for a machine learning …