Patent attributes
System and methods are described for a monitoring system to monitor operations of a distributed computing system and provide feedback to subscribers. The monitoring system includes a data collection engine to receive data items comprising events, metrics, or one or more configurations about a distributed computing system being monitored, and to store selected data items into a message queue. The monitoring system also includes a data processing engine to receive the selected data items from the queue, transform the selected data items into transformed data items based at least in part on one or more settings for a subscriber and the one or more configurations of the distributed computing system, and store the transformed data items into one or more of a database and a cache. The monitoring system also includes a feedback engine to read the transformed data items from the one or more of the database and the cache, generate feedback for the subscriber based at least in part on the transformed data items and the one or more settings for the subscriber and the configurations, and send the feedback to the subscriber.