학술논문

Performability Analysis of Containerized IMS through Queueing Networks and Stochastic Models
Document Type
Conference
Source
NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium Network Operations and Management Symposium, NOMS 2022-2022 IEEE/IFIP. :1-8 Apr, 2022
Subject
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Engineering Profession
Analytical models
Costs
Stochastic processes
Quality of service
Containers
Performance analysis
IP networks
IP Multimedia Subsystem
Performability
Queueing Networks
SRN
Redundancy Optimization
Language
ISSN
2374-9709
Abstract
As a case study of a novel approach to characterize service chains in terms of performance and availability, we consider a containerized IP Multimedia Subsystem (cIMS) infrastructure. The performance analysis is carried out by exploiting the queueing network decomposition method useful to model each cIMS node as a realistic M/G/c system, jointly with the solution of a convex optimization problem for containers allocation. Such a solution is used to feed the availability analysis (faced through the Stochastic Reward Network technique) amenable to derive a set of configurations guaranteeing a given availability target at minimum cost. The whole analysis is supported by a testbed based on the Clearwater platform used to derive some experimental parameters values.