Performability of Network Service Chains: Stochastic Modeling and Assessment of Softwarized IP Multimedia Subsystem

被引:10
作者
Di Mauro, Mario [1 ]
Galatro, Giovanni [1 ]
Postiglione, Fabio [1 ]
Tambasco, Marco [2 ]
机构
[1] Univ Salerno, Dept Informat & Elect Engn & Appl Math DIEM, I-84084 Fisciano, Italy
[2] Ericsson Telecommun, I-00118 Rome, Italy
关键词
IP multimedia subsystem; performance analysis; availability analysis; stochastic reward networks; redundancy optimization; MACHINE ALLOCATION; LTE;
D O I
10.1109/TDSC.2021.3082626
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Service provisioning mechanisms implemented across 5G infrastructures take broadly into use the network service chain concept. Typically, it is coupled with Network Function Virtualization (NFV) paradigm, and consists in defining a pre-determined path traversed by a set of softwarized network nodes to provide specific services. A well known chain-like framework is the IP Multimedia Subsystem (IMS), a key infrastructure of 5G networks, that we characterize both by a performance and an availability perspective. Precisely, supported by a designed from scratch testbed realized through Clearwater platform, we perform a stochastic assessment of a softwarized IMS (softIMS) architecture where two main stages stand out: i) a performance analysis, where, exploiting the queueing network decomposition method, we formalize an optimization problem of resource allocation by modeling each softIMS node as an M/G/c system; ii) an availability assessment, where, adopting the Stochastic Reward Net methodology, we are able to characterize the behavior of softIMS in terms of failure/repair events, and to derive a set of optimal configurations satisfying a given availability requirement (e.g., five nines) while minimizing deployment costs. Two routines dubbed OptCNT and OptSearchChain have been devised to govern the performance and availability analyses, respectively.
引用
收藏
页码:3071 / 3086
页数:16
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