Modern software DevOps process. State-of-the-art DevOps research. Concepts and techniques of DevOps monitoring: logging, tracing, and performance monitoring. Concepts and techniques of DevOps data analytics: static analysis, dynamic analysis, statistical analysis, data mining. Applications of DevOps data analytics: log analytics, performance analytics, anomaly detection, failure diagnosis, incident prediction, security analytics, system configuration, and self-adaptive and self-healing systems. DevOps for machine learning applications.