Availability-aware virtual network function placement based on multidimensional universal generating functions

被引:6
作者
Arakawa, Kengo [1 ]
Oki, Eiji [2 ]
机构
[1] Kyoto Univ, Undergrad Sch Elect & Elect Engn, Kyoto, Japan
[2] Kyoto Univ, Grad Sch Informat, Kyoto, Japan
关键词
availability; network function virtualization; service function chain; universal generating function; virtual network function; NFV;
D O I
10.1002/nem.2252
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Network function virtualization (NFV) implements network functions as software, which enables flexible, resource-efficient, and rapid provision of network services. In NFV, network services are realized by the service function chain (SFC), which is a chain of virtual network functions (VNFs) linked in the proper order. Both availability and deployment cost are key concerns for network operators providing network services as SFC. This paper proposes a flexible VNF placement model on a per-VNF instance basis that minimizes deployment costs while satisfying availability requirements that may be placed on SFC. This paper uses a multidimensional universal generating function (MUGF) method, which is a multistate system analysis method, to compute the availability of a multistate SFC system with multiple VNFs coexisting on a server. The MUGF method calculates the performance of the entire SFC by combining the performance of servers as determined by applying a continuous-time Markov chain. To reduce the time to compute the SFC availability, we introduce operators to be applied to MUGF and develop an availability computing method. In addition, a heuristic algorithm for determining VNF placement targeting the lowest deployment cost possible while meeting availability requirements is presented. Numerical results show that the proposed model obtains VNF placement with lower cost than the conventional model in all examined cases. The proposed model achieves VNF placement at 58.5%-75.0% of the deployment cost of the conventional model for the same SFC availability requirements. We propose a virtual network function (VNF) placement model on a per-VNF instance basis that considers the availability of the service function chain (SFC). We develop an availability computation method with reduced computation time using a multidimensional universal generating function. Our proposed model achieves VNF placement with lower deployment cost for the same SFC availability requirements than the conventional model. image
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页数:28
相关论文
共 44 条
[1]  
Alahmad Y., 2020, P 2020 INT S NETWORK, P1, DOI DOI 10.1109/ISNCC49221.2020.9297190
[2]  
Alahmad Y, 2019, 2019 SIXTH INTERNATIONAL CONFERENCE ON SOFTWARE DEFINED SYSTEMS (SDS), P284, DOI [10.1109/sds.2019.8768620, 10.1109/SDS.2019.8768620]
[3]  
Alleg A, 2017, INT CONF NETW SER
[4]  
[Anonymous], 2014, Texts in Applied Mathematics
[5]  
Azadiabad S., 2022, 13 INT C NETW FUT NO, P1
[6]  
Bullen P.S., 2003, Handbook of Means and Their Inequalities. Mathematics and Its Applications
[7]   A Two-Stage Beamforming Design for Active RIS Aided Dual Functional Radar and Communication [J].
Chen, Zhen ;
Ye, Junjie ;
Huang, Lei .
2023 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, WCNC, 2023,
[8]   Reliability Assessment of Multi-State Phased Mission Systems With Common Bus Performance Sharing Subjected to Epistemic Uncertainty [J].
Cheng, Chen ;
Yang, Jun ;
Li, Lei .
IEEE TRANSACTIONS ON RELIABILITY, 2022, 71 (03) :1281-1293
[9]   Availability Evaluation of Multi-Tenant Service Function Chaining Infrastructures by Multidimensional Universal Generating Function [J].
Di Mauro, Mario ;
Longo, Maurizio ;
Postiglione, Fabio .
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2021, 14 (05) :1320-1332
[10]   Long-Term Reserve Expansion of Power Systems With High Wind Power Penetration Using Universal Generating Function Methods [J].
Ding, Yi ;
Wang, Peng ;
Goel, Lalit ;
Loh, Poh Chiang ;
Wu, Qiuwei .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2011, 26 (02) :766-774