Developing reliable data acquisition, processing and control modules for mission critical systems - as they run at CERN - has always been challenging. As both data volumes and rates increase, non-functional requirements such as performance, availability, and maintainability are getting more important than ever. C2MON is a modular Open Source Java framework for realising highly available, large industrial monitoring and control solutions. It has been initially developed for CERN’s demanding infrastructure monitoring needs and is based on more than 10 years of experience with the Technical Infrastructure Monitoring (TIM) systems at CERN. Combining maintainability and high-availability within a portable architecture is the focus of this work. Making use of standard Java libraries for in-memory data management, clustering and data persistence, the platform becomes interesting for many Big Data scenarios.