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Data-Driven Geometric Programming for System-Level Performance Optimization

Published • Oct 11, 2023
Authors:
Soihem Gonmei
,
Junhwan Lee
,
Taesoo Kwon

Abstract

More than often, the output of a comprehensive network-wide performance modeling is a non-linear and non-convex function of the input data. To estimate the non-linear relationship of such a procedure, this paper employs a data-driven methodology. By formulating the non-linear objective as a geometri...

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