The 15th International conference on "Autonomous Systems" is addressing an important topic for computing systems and communication networks due to increasingly complex environments they are working in. Therefore, this conferences addresses methods and solutions enabling such systems to independently adapt themselves to changed environmental conditions, are able to learn from different sources and to process external requests dependably, safely and timely. The solutions presented here range from hardware to system design to individual applications. The book contains the results of the researchers presented at this conference, which is supported by GI (German Society of informatics) and other organisations Real-Time Systems Expert Committees. The target audience is students and researchers in computer science and automation technology, engineers, programmers and users of automation and communication systems.