Real-Time Scheduling in Video Systems

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E. A. de Kock
Emile H. L. Aarts
G. Essink

Abstract

We consider the problem of mapping video algorithms onto systems of high-performance
video signal processors with hard real-time constraints. The mapping problem under
consideration is computationally hard due to the many constraints that need to be
satisfied. We present a compact mathematical formulation which identifies the
decision variables and the constraints that are involved. We demonstrate that the
mapping problem is NP-hard in the strong sense. The insight resulting from the
mathematical formulation leads to a solution approach in which the problem is
decomposed into subproblems called delay management, partitioning, and scheduling.
These subproblems are handled with well-known techniques from the literature such as
network flow, local search, and constraint satisfaction.

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Section
Special Issue