Guest Editorial: Special section on embracing artificial intelligence for network and service management
File(s)TNSM-SpecialIssueEditorial.pdf (5.8 MB)
Accepted version
Author(s)
Type
Journal Article
Abstract
Artificial Intelligence (AI) has the potential to leverage the immense amount of operational data of clouds, services, and social and communication networks. As a concrete example, AI techniques have been adopted by telcom operators to develop virtual assistants based on advances in natural language processing (NLP) for interaction with customers and machine learning (ML) to enhance the customer experience by improving customer flow. Machine learning has also been applied to finding fraud patterns which enables operators to focus on dealing with the activity as opposed to the previous focus on detecting fraud.
Date Issued
2021-12
Date Acceptance
2021-11-06
Citation
IEEE Transactions on Network and Service Management, 2021, 18 (4), pp.3936-3941
ISSN
1932-4537
Publisher
Institute of Electrical and Electronics Engineers
Start Page
3936
End Page
3941
Journal / Book Title
IEEE Transactions on Network and Service Management
Volume
18
Issue
4
Copyright Statement
© 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Identifier
https://ieeexplore.ieee.org/document/9612605
Subjects
Science & Technology
Technology
Computer Science, Information Systems
Computer Science
Reinforcement learning
Deep learning
Resource management
Optimization
Real-time systems
Internet of Things
Cloud computing
BIG DATA ANALYTICS
EDITORIAL SPECIAL-ISSUE
Networking & Telecommunications
0805 Distributed Computing
0906 Electrical and Electronic Engineering
1005 Communications Technologies
Publication Status
Published
Date Publish Online
2021-11-15