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Proceedings ArticleDOI

Availability Analysis of IP Multimedia Subsystem in Cloud Environments

TLDR
This work describes an IP Multimedia Subsystem (IMS) architecture deployed in a containerized environment (dubbed cIMS), which represents a pivotal part of novel network architectures such as 5G and carries out an experimental assessment of a typical telecommunication network service satisfying a desired availability constraint.
Abstract
As of today, telecommunication providers are exploiting the possibilities offered by the cloud paradigm to efficiently decouple physical network resources, like hardware equipment, optical interfaces and cables, from offered services, for instance multimedia content delivery and data storage. Among technologies conceived to implement this paradigm, containerization stands out. It can be considered as an evolution of classic virtualization, where software instances called containers are designed to offer specific network functionalities by relying on a separate infrastructure composed of virtual machines and hardware. In line with this new trend, we characterize, from an availability viewpoint, an IP Multimedia Subsystem (IMS) architecture deployed in a containerized environment (dubbed cIMS), which represents a pivotal part of novel network architectures such as 5G. Firstly, we model the availability of cIMS by employing both Reliability Block Diagram (RBD), to capture logical dependencies among cIMS nodes, and Stochastic Reward Networks (SRN), to characterize individually the probabilistic behavior of each node. Then, also supported by an ad-hoc automated procedure, we carry out an experimental assessment of a typical telecommunication network service satisfying a desired availability constraint, whose results are some feasible cIMS configurations that can be deployed.

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Citations
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Journal ArticleDOI

Minimum delay function placement and resource allocation for Open RAN (O-RAN) 5G networks

TL;DR: In this article, the authors consider a mobile network architecture with three layer hierarchical data centers (local, regional, and core) to add flexibility in resource allocation, and increase reliability, taking the advantages of O-RAN.
Proceedings Article

Models for Cloud System Availability Assessment Considering Attacks on CDN and ML Based Parametrization

TL;DR: A method for assessing the availability of the cloud system taking into account the variable dynamics of attacks on vulnerabilities Content Delivery Network (CDN) and the use of Big Data analytics and ML tools is proposed for parametrization of models.
References
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Book ChapterDOI

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Journal ArticleDOI

A Stochastic Model to Investigate Data Center Performance and QoS in IaaS Cloud Computing Systems

TL;DR: In this article, the authors present an analytical model based on stochastic reward nets (SRNs) that is both scalable to model systems composed of thousands of resources and flexible to represent different policies and cloud-specific strategies.

Stochastic Reward Nets for Reliability Prediction

TL;DR: Stochastic Petri nets and stochastic reward nets which are SPNs augmented with the ability to specify output measures as reward-based functions, for the evaluation of reliability for complex systems are described.
Proceedings ArticleDOI

Availability-aware mapping of service function chains

TL;DR: This paper defines an optimal availability-aware SFC mapping problem and presents a novel online algorithm that can minimize the physical resources consumption while guaranteeing the required high availability within a polynomial time.
Journal ArticleDOI

Reliability evaluation for NFV deployment of future mobile broadband networks

TL;DR: This article presents the first framework for reliability evaluation of NFV deployment and specific algorithms to efficiently determine the key set of physical or logical nodes there.
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