Abstract: The main enabler of the technology is the probabilistic programming based computation strategies that have an outstanding ability to handle uncertainties in discovering anomalous patterns. This new capability to handle uncertainties is particularly relevant for detecting insider threats, as there are usually no clearly defined rules and policies. An insider's behaviors would deviate from normally distributed events and actions in various aspects. The probabilistic model detects this deviation and explains the computational path of the deviation. The result interpretation unit enables organizations to investigate the causes with high accuracy, avoiding costly and embarrassing false alarms. The technology detects and ranks abnormal events. This ranking capability helps prioritize follow-up manual investigation.

Abstract: A method, a computer program product, and a computer system intelligently install a component to a client system. The method includes performing an association analysis to generate a component association model based on historical installation information for historically installed components on one or more further client systems. The component association model includes a build success rate model indicative of at least one of the one or more further client systems having a close relationship to the client system based on a metric pair analysis of corresponding parameters in the historical installation information and installation information of the client system. The method includes determining an installation path to install the component to the client system based on the component association model. The method includes transmitting assistance information to the client system based on the installation path.

Abstract: A method and system for aggregating services is provided. The method includes receiving and processing a service request. The service request is submitted to a service catalog and dispatched to a data integration and API module. The service request is transmitted to a management module and processed with respect to a plurality of service providers. Inter process communications associated with the service request are managed. Additionally, an account associated with the service request and the plurality of service providers is managed.

Abstract: A method and system for aggregating services is provided. The method includes receiving and processing a service request. The service request is submitted to a service catalog and dispatched to a data integration and API module. The service request is transmitted to a management module and processed with respect to a plurality of service providers. Inter process communications associated with the service request are managed. Additionally, an account associated with the service request and the plurality of service providers is managed.

Abstract: A method and system for aggregating services is provided. The method includes receiving and processing a service request. The service request is submitted to a service catalog and dispatched to a data integration and API module. The service request is transmitted to a management module and processed with respect to a plurality of service providers. Inter process communications associated with the service request are managed. Additionally, an account associated with the service request and the plurality of service providers is managed.

Abstract: A method and system for aggregating services is provided. The method includes receiving and processing a service request. The service request is submitted to a service catalog and dispatched to a data integration and API module. The service request is transmitted to a management module and processed with respect to a plurality of service providers. Inter process communications associated with the service request are managed. Additionally, an account associated with the service request and the plurality of service providers is managed.