학술논문

Exploiting Case Based Reasoning to Automate Management of Network Slices
Document Type
Conference
Source
NOMS 2020 - 2020 IEEE/IFIP Network Operations and Management Symposium Network Operations and Management Symposium, NOMS 2020 - 2020 IEEE/IFIP. :1-6 Apr, 2020
Subject
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Engineering Profession
Degradation
Network slicing
Market research
Cognition
Proposals
Language
ISSN
2374-9709
Abstract
Network softwarization is a transformation trend for networks to converge in programmable service platforms able to host different requirements from multiple tenants. The concept of network slicing plays a key role in this trend. It offers isolated logical networks to different tenants over the same underlying infrastructure. Network slices hosting missioncritical services require fast reactions to changes in environment, adapting their capacity as needed to avoid service disruption and performance degradation. This represents a key challenge for the management plane, traditionally under the direct operation of human administrators, unable to provide a nimble enough response rate. To support tenants in driving lifecycle management operations over their network slices in a timely manner, datadriven, closed-loop mechanisms must be designed. In this paper we introduce a solution that takes advantage of events occurring outside the boundaries of a tenant-managed network slice to guide those adaptations. We finally demonstrate the feasibility of the proposal and describe an experimentation scenario to exploit such results.