5G移动网络分片资源分配的形式化优化模型

Andrea Fendt, C. Mannweiler, L. Schmelz, B. Bauer
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引用次数: 9

摘要

网络切片是5G移动网络的关键功能之一,用于应对物联网、自动驾驶和未来工业等新用例带来的不同网络需求。网络切片是针对特定用例进行优化的隔离的、虚拟化的端到端网络。但是它们仍然共享一个共同的物理网络基础设施。由于网络切片的生命周期是动态的,因此对高效的移动端到端网络切片嵌入算法提出了强烈的需求。本文提出了一种求解离线网络切片嵌入问题的数学模型,并将其形式化为一个标准化的混合整数线性规划。时延敏感目标函数保证了网络分片通信的最佳网络利用率和最小时延。
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A Formal Optimization Model for 5G Mobile Network Slice Resource Allocation
Network slicing is one of the key features of 5G mobile networks to cope with the diverging network requirements introduced by new use cases, like the IoT, autonomous driving and the Industry of the Future. Network slices are isolated, virtualized, end-to-end networks optimized for specific use cases. But still they share a common physical network infrastructure. Due to the dynamic life cycle of network slices there is a strong demand on efficient algorithms for mobile end-to-end network slice embedding. In this paper, a mathematical model for solving the offline Network Slice Embedding Problem formalized as a standardized Mixed Integer Linear Program is presented. A latency sensitive objective function guarantees the optimal network utilization as well as minimum latency in the network slice communication.
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