A Matheuristic for Green and Robust 5G Virtual Network Function Placement

被引:0
|
作者
Bauschert, Thomas [1 ]
D'Andreagiovanni, Fabio [2 ,3 ]
Kassler, Andreas [4 ]
Wang, Chenghao [3 ]
机构
[1] Tech Univ Chemnitz, Chair Commun Networks, D-09126 Chemnitz, Germany
[2] French Natl Ctr Sci Res CNRS, Paris, France
[3] Univ Technol Compiegne, Sorbonne Univ, CNRS, Heudiasyc UMR 7253, CS 60319, F-60203 Compiegne, France
[4] Karlstad Univ, Univ Gatan 2, S-65188 Karlstad, Sweden
关键词
5G; Virtual Network Function; Traffic uncertainty; Robust Optimization; Matheuristic;
D O I
10.1007/978-3-030-16692-2_29
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We investigate the problem of optimally placing virtual network functions in 5G-based virtualized infrastructures according to a green paradigm that pursues energy-efficiency. This optimization problem can be modelled as an articulated 0-1 Linear Program based on a flow model. Since the problem can prove hard to be solved by a state-of-the-art optimization software, even for instances of moderate size, we propose a new fast matheuristic for its solution. Preliminary computational tests on a set of realistic instances return encouraging results, showing that our algorithm can find better solutions in considerably less time than a state-of-the-art solver.
引用
收藏
页码:430 / 438
页数:9
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