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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