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Fighting CPS Complexity by Component-Based Software Development of Multi-Mode Systems


Research group:

Publication Type:

Journal article








Growing software complexity is an increasing challenge for the software development of modern cyber-physical systems. A classical strategy for taming this complexity is to partition system behaviors into different operational modes specified at design time. Such a multi-mode system can change behavior by switching between modes at run-time. A complementary approach for reducing software complexity is provided by component-based software engineering (CBSE), which reduces complexity by building systems from composable, reusable and independently developed software components. CBSE and the multi-mode approach are fundamentally conflicting in that component-based development conceptually is a bottom-up approach, whereas partitioning systems into operational modes is a top-down approach with its starting point from a system-wide perspective. In this article, we show that it is possible to combine and integrate these two fundamentally conflicting approaches. The key to simultaneously benefiting from the advantages of both approaches lies in the introduction of a hierarchical mode concept that provides a conceptual linkage between the bottom-up component-based approach and system level modes. As a result, systems including modes can be developed from reusable mode-aware components. The conceptual drawback of the approach—the need for extensive message exchange between components to coordinate mode-switches—is eliminated by an algorithm that collapses the component hierarchy and thereby eliminates the need for inter-component coordination. As this algorithm is used from the design to implementation level (“compilation”), the CBSE design flexibility can be combined with efficiently implemented mode handling, thereby providing the complexity reduction of both approaches, without inducing any additional design or run-time costs. At the more specific level, this article presents (1) a mode mapping mechanism that formally specifies the mode relation between composable multi-mode components and (2) a mode transformation technique that transforms component modes to system-wide modes to achieve efficient implementation.


author = {Hang Yin and Hans Hansson},
title = {Fighting CPS Complexity by Component-Based Software Development of Multi-Mode Systems},
editor = {Prof. Dr. Martin T{\"o}rngren, Ms. Didem G{\"u}rd{\"u}r, Dr. Elena Fersman, Prof. Dr. Harold (Bud) Lawson, Dr. Vincent Aravantinos},
volume = {2},
number = {4},
pages = {39--61},
month = {October},
year = {2018},
journal = {Designs},
publisher = {DPI},
url = {}