Artificial intelligence enabled software‐defined networking: a comprehensive overview. Issue 2 (1st March 2019)
- Record Type:
- Journal Article
- Title:
- Artificial intelligence enabled software‐defined networking: a comprehensive overview. Issue 2 (1st March 2019)
- Main Title:
- Artificial intelligence enabled software‐defined networking: a comprehensive overview
- Authors:
- Latah, Majd
Toker, Levent - Abstract:
- Abstract : Software‐defined networking (SDN) represents a promising networking architecture that combines central management and network programmability. SDN separates the control plane from the data plane and moves the network management to a central point, called the controller that can be programmed and used as the brain of the network. Recently, the research community has shown an increased tendency to benefit from the recent advancements in the artificial intelligence (AI) field to provide learning abilities and better decision making in SDN. In this study, the authors provide a detailed overview of the recent efforts to include AI in SDN. The study showed that the research efforts focused on three main sub‐fields of AI namely: machine learning, meta‐heuristics and fuzzy inference systems. Accordingly, in this work, the authors investigate their different application areas and potential use, as well as the improvements achieved by including AI‐based techniques in the SDN paradigm.
- Is Part Of:
- IET networks. Volume 8:Issue 2(2019)
- Journal:
- IET networks
- Issue:
- Volume 8:Issue 2(2019)
- Issue Display:
- Volume 8, Issue 2 (2019)
- Year:
- 2019
- Volume:
- 8
- Issue:
- 2
- Issue Sort Value:
- 2019-0008-0002-0000
- Page Start:
- 79
- Page End:
- 99
- Publication Date:
- 2019-03-01
- Subjects:
- learning (artificial intelligence) -- decision making -- fuzzy reasoning -- computer network management -- software defined networking
networking architecture -- SDN paradigm -- AI -- artificial intelligence field -- central point -- network management -- data plane -- control plane -- central management -- comprehensive overview -- software‐defined networking
Computer network architectures -- Periodicals
Computer network protocols -- Periodicals
Information networks -- Periodicals
Telecommunication systems -- Periodicals
004.605 - Journal URLs:
- http://digital-library.theiet.org/IET-NET ↗
http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6072580 ↗
https://ietresearch.onlinelibrary.wiley.com/journal/20474962 ↗
http://ieeexplore.ieee.org/Xplore/home.jsp ↗ - DOI:
- 10.1049/iet-net.2018.5082 ↗
- Languages:
- English
- ISSNs:
- 2047-4954
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 4363.252870
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 17379.xml