Publication

Adaptive Message Restructuring Using Model-Driven Engineering

Message exchange between distributed software components in cyber-physical systems is a frequent and resource-demanding activity. Existing data description languages simply map user-specified messages literally to the system implementation creating the data stream that is exchanged between the software components; however, our research shows that the exchanged information is often redundant and would allow for runtime optimization. In this paper, we propose a model-based approach for adaptive message restructuring. Taking both design-time properties and runtime properties into account, we propose to dynamically restructure user-specified messages to achieve better resource usage (e.g., reduced latency). Our model-based workflow also includes formal verification of adaptive message restructuring in the presence of complex data flow. This is demonstrated by an automotive example.

Author(s)
Yin, Hang and Giaimo, Federico and Andrade, Hugo and Berger, Christian and Crnkovic, Ivica
Research area
Systems for accident prevention and AD
Publication type
Conference paper
Published in
Information Technology: New Generationspp 773-783
Year of publication
2016