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Jobs of migrating tasks execute on selected cores according to an execution pattern that is determined offline.
Understanding an application's execution pattern and its energy footprint is critical to improving application operation on a diverse heterogeneous architecture.
These benchmarks are an easy way for the applications to adapt their execution pattern, in order to finish their tasks both in time and in the battery lifetime.
Steps yields up to 96.7% reduction in instruction cache misses for each additional concurrent transaction, and at the same time eliminates up to 64% of mispredicted branches by loading a repeating execution pattern into the CPU.
In this test, the execution pattern of each migrating task τ i is taken into account.
Concerning the migrating tasks, their jobs are distributed among the cores by following an execution pattern that does not jeopardize the schedulability of each individual core.
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To develop such an environment, we build scientific workflow components to execute a set of bioinformatics tools using distributed data-parallel execution patterns.
To identify implicit command execution patterns, a sequence mining algorithm based on Generalized Suffix Trees (GST) was implemented.
Typically, these techniques discover a concrete workflow schema modelling all possible execution patterns registered in a given log, which can be exploited subsequently to support further-coming enactments.
After the NN controller is trained and the feedback CS is fixed, the optimal execution patterns (input/output patterns) are defined in terms of optimal control problems, which balance control accuracy and control effort.
The new approach consists of the low level, the intermediate level and the high level, it relies on past memorized optimal input output execution patterns and adaptively merges them using a similarity measure.
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