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AdaptMC: A Control-Theoretic Approach for Achieving Resilience in Mixed-Criticality Systems

Fulltext:


Authors:

Alessandro Papadopoulos, Enrico Bini , Sanjoy Baruah , Alan Burns

Publication Type:

Conference/Workshop Paper

Venue:

30th Euromicro Conference on Real-Time Systems

Publisher:

Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik

DOI:

10.4230/LIPIcs.ECRTS.2018.14


Abstract

A system is said to be resilient if slight deviations from expected behavior during run-time does not lead to catastrophic degradation of performance: minor deviations should result in no more than minor performance degradation. In mixed-criticality systems, such degradation should additionally be criticality-cognizant. The applicability of control theory is explored for the design of resilient run-time scheduling algorithms for mixed-criticality systems. Recent results in control theory have shown how appropriately designed controllers can provide guaranteed service to hard- real-time servers; this prior work is extended to allow for such guarantees to be made concurrently to multiple criticality-cognizant servers. The applicability of this approach is explored via several experimental simulations in a dual-criticality setting. These experiments demonstrate that our control-based run-time schedulers can be synthesized in such a manner that bounded deviations from expected behavior result in the high-criticality server suffering no performance degradation and the lower-criticality one, bounded performance degradation.

Bibtex

@inproceedings{Papadopoulos5077,
author = {Alessandro Papadopoulos and Enrico Bini and Sanjoy Baruah and Alan Burns},
title = {AdaptMC: A Control-Theoretic Approach for Achieving Resilience in Mixed-Criticality Systems},
isbn = {978-3-95977-075-0},
pages = {1--22},
month = {July},
year = {2018},
booktitle = {30th Euromicro Conference on Real-Time Systems},
publisher = {Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik},
url = {http://www.es.mdh.se/publications/5077-}
}