TU München - Fakultät für
Es sprechen Studenten über ihre abgeschlossenen Diplomarbeiten und Systementwicklungsprojekte.
Am Dienstag, 11.07.17, ab 15:00 Uhr, im Raum Alonzo Church(01.09.014):
A Generic Framework for Self-Adaptation based on Big Data Analytics
Recent technology trends lead whole industries into creating more complex IT services that at the same time should work on higher amounts of data. But building complex distributed systems is hard. Self-adaptation offers a solution for such complex environments, but is not common yet in the area of Big Data real-time optimization. In this work we have created a complex IT system in the form of a traffic simulation with a custom router and based on this we have built an optimization tool that integrates with Big Data tools and is able to optimize systems like ours remotely at runtime. We have then evaluated this tool and were able to show that it is able to optimize our complex target system. Based on our concepts and tools, it is possible to test further ideas for self-adaptation of Big Data real-time systems.