Intelligent Preventative Maintenance of Critical Applications in Cloud Environments

A method comprising:

• monitoring, by an intelligent preventative maintenance architecture comprising a processor executing instructions of a preventative framework, a health of at least a portion of a plurality of cloud components operating within a cloud computing environment, wherein at least the portion of the plurality of cloud components hosts a mission critical application;
• receiving sensor data comprising environmental data associated with environmental characteristics of the cloud computing environment and cloud component data associated with operational characteristics of at least a portion of the plurality of cloud components within the cloud computing environment;
• analyzing the sensor data to detect an abnormal pattern within the sensor data;
• determining a root cause of the abnormal pattern;
• and
• predicting a probability of a failure of at least one cloud component of the plurality of cloud components.

A computer-readable storage medium comprising computer-executable instructions that, when executed by a processor of an intelligent preventative maintenance architecture, causes the intelligent preventative maintenance architecture to perform operations comprising:

• monitoring a health of at least a portion of a plurality of cloud components operating within a cloud computing environment, wherein at least the portion of the plurality of cloud components hosts a mission critical application;
• receiving sensor data from an engineering framework of a plurality of logical frameworks, wherein the sensor data comprising environmental data associated with environmental characteristics of the cloud computing environment and cloud component data associated with operational characteristics of at least a portion of the plurality of cloud components operating within the cloud computing environment;
• analyzing the sensor data to detect an abnormal pattern within the sensor data;
• determining a root cause of the abnormal pattern;
• and
• predicting a probability of a failure of at least one cloud component of the plurality of cloud components.