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When programming resource-scarce embedded smart devices, the designer oftenrequires both the low-level system programming features of a language such as Cand higher level capability typical of a language like Java. The choice of aparticular language typically implies trade offs between conflicting designgoals such as performance, costs, and overheads. The large variety oflanguages, virtual machines, and translators provides the designer with a densetrade off space, ranging from minimalistic to rich full-fledged approaches, butonce a choice is made it is often difficult for the designer to revise it. Inthis work we propose a system of light-weighted and modular extensions as amethod to flexibly reshape the target programming language as needed, addingonly those application layer features that match the current design goals. Inso doing complexity is made transparent, but not hidden: While the programmercan benefit of higher level constructs, the designer can deal with modularbuilding blocks each characterized by a certain algorithmic complexity andtherefore each accountable for a given share of the overhead. As a result thedesigner is given a finer control on the amount of resources that are consumedby the run-time executive of the chosen programming language.

Trading off Complexity for Expressiveness in Programming Languages: Visions and Preliminary Experiences