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A Convex Optimization-Based Approach to Control of Uncertain Execution Platforms

Författare:
Publiceringsår: 2010
Språk: Engelska
Sidor: 2322-2329
Dokumenttyp: Konferensbidrag
Övrig information: Key=lind2010cdc

Sammanfattning

The problem of resource management in a sys- tem of a-priori unknown software components executing on nondeterministic hardware is considered. The approach uses on-line parameter estimation to address uncertainties and combines this with a convex optimization-based control scheme able to handle overload situations. An algorithm to solve the optimization in real-time is presented together with perfor- mance analysis through simulations. An implementation of the approach is experimentally compared with a static analysis scheme using worst case a-priori estimates. It is demonstrated that the presented approach outperforms the static scheme in situations with uncertainty and that the advantage increases as uncertainty grows.

Disputation

Nyckelord

  • Technology and Engineering

Övrigt

49th IEEE Conference on Decision and Control
2010-12-15
Atlanta, GA
Published
Yes
  • LCCC

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