RESOURCE MANAGEMENT IN A BIG DATA ENVIRONMENT

摘要

A method and system to automatically analyze, diagnose and repair the state of a network utilizing big data and machine learning techniques. Data from disparate sources related to a first network element is received by a processing layer. Contextual information from a measurements megastore related to the first network element and other network elements is retrieved. The data from the disparate sources and the contextual information is analyzed by an intelligence layer comprising big data and machine learning techniques. Upon determining, by the intelligence layer, that a predetermined condition is met or a predetermined threshold is exceeded, a notification is provided to the first network element. Over time, the intelligence layer adapts to learn based on growing amounts of historical data.