Probabilistic QoS-aware Placement of VNF Chains at the Edge

被引:12
作者
Forti, Stefano [1 ]
Paganelli, Federica [1 ]
Brogi, Antonio [1 ]
机构
[1] Univ Pisa, Dept Comp Sci, Pisa, Italy
关键词
Edge computing; IoT; VNF chain placement; NFV; SDN; probabilistic logic programming; NETWORK FUNCTION VIRTUALIZATION; FOG; CLOUD; NFV;
D O I
10.1017/S1471068421000016
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Deploying Internet of Things (IoT)-enabled virtual network function (VNF) chains to Cloud-Edge infrastructures requires determining a placement for each VNF that satisfies all set deployment requirements as well as a software-defined routing of traffic flows between consecutive functions that meets all set communication requirements. In this article, we present a declarative solution, EdgeUsher, to the problem of how to best place VNF chains to Cloud-Edge infrastructures. EdgeUsher can determine all eligible placements for a set of VNF chains to a Cloud-Edge infrastructure so to satisfy all of their hardware, IoT, security, bandwidth, and latency requirements. It exploits probability distributions to model the dynamic variations in the available Cloud-Edge infrastructure and to assess output eligible placements against those variations.
引用
收藏
页码:1 / 36
页数:36
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