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Dynamic features, which model a large execution history, are problematic for WCET analysis.
All these features, such as multilevel caches, branch target buffer, out-of-order execution, and speculation, include a state that heavily depends on a large execution history.
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The HT technique has a higher error and a larger execution time than the proposed approach.
Overall, we observe that networks with a larger number of nodes incur a larger execution time; for networks with comparable number of nodes, the execution time for the centrality metrics increases with increase in the edge-node ratio (ratio of the number of nodes to the number of edges), especially to compute the time-consuming centrality metrics, such as the BWC and EVC.
When the problem was first formulated in 2001, Integer Linear Programming, an exact method, was found to be impractical because of large execution times.
This explains the large execution time.
Compared to dynamic schedules, which involve relatively large execution time overhead and have poor predictability, quasi-static schedules can lead to significantly more efficient and reliable implementations.
It has shown that a crisp value proposition and a great execution can create very large companies in Mexico.
Using a kernel with a larger variance, execution time can be reduced, but the accuracy might decrease slightly.
However, such approaches will not work well for MPSoC systems that have a large number of execution scenarios and/or frequent run-time variations in execution scenario behavior.
They typically contain a large number of execution units, on-chip memory banks, and application-specific circuits that make the execution of ML workloads very efficient," Facebook's team writes.
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