Future Internet and Smart City with OpenFlow and Machine Learning
E2928
P222-0089
eim
4
V
5
1
nein
Deutsch
Klausur
E2928
Elektro- und Informationstechnik
1
Wahlpflichtfach
KIM-FISC
Kommunikationsinformatik
1
Wahlpflichtfach
MST.FIS
Mechatronik/Sensortechnik
1
Wahlpflichtfach
PIM-FISC
Praktische Informatik
1
Wahlpflichtfach
Die Präsenzzeit dieses Moduls umfasst bei 15 Semesterwochen 60 Veranstaltungsstunden (= 45 Zeitstunden). Der Gesamtumfang des Moduls beträgt bei 5 Creditpoints 150 Stunden (30 Stunden/ECTS Punkt). Daher stehen für die Vor- und Nachbereitung der Veranstaltung zusammen mit der Prüfungsvorbereitung 105 Stunden zur Verfügung.
Prof. Joberto Martins
jm
Prof. Joberto Martins
jm
Internet and networks are evolving and expanding their utilization dramatically.
The students will be able to explain new paradigms, new protocols, new intelligent solutions and large scale complex systems and apply these concepts to various areas of our daily life. They understand the current network evolution trends and know the relevant new technologies involved.
The students are able to analyze the network evolution scenario and apply the new SDN/OpenFlow ideas in the context of the actual and challenging Smart City scenario. They can distinguish certain development challenges with respect to Smart City characteristics, furthermore solve project issues by establishing underlying concepts. They use SDN/OpenFlow architecture and apply basic Machine Learning tools to Smart City project issues.
1) Evolutionary Networking Architecture approaches and SDN
- Networking evolution scenario
- Software-Defined Networking (SDN)
- Networks evolutionary architectural issues: virtualization, cognitive management, autonomy, naming, addressing, mobility, scalability
- SDN standardization
2) SDN/ OpenFlow Protocol Ecosystem
- OpenFlow (OF) Architecture and EcoSystem
- OpenFlow and Virtualization
- OpenFlow Protocol Messages and Flow Diagram
- OpenFlow Use Cases: virtual router, level 2 virtualization, other
- OpenFlow hands on with MiniNet
* MiniNet and basic OpenFlow operation
* Virtualization with FlowVisor
3) Smart City Project - Characteristics, Requirements and Solutions
- Smart City – Definition, Characteristics and Requirements
- Smart City Framework
- Smart City - Use Cases
4) Smart City Project Use Case
- Smart City model for network communication
- Data and Internet of Things (IoT) in Smart Cities
- Cognitive Management with Machine Learning (ML)
- Other Smart City technological approaches
[1] F. Theoleyre, T. Watteyne, G. Bianchi, G. Tuna, V. Cagri Gungor, and Ai-Chun Pang. Networking and
Communications for Smart Cities Special Issue Editorial. Computer Communications, 58:1–3, March 2015.
[2] R. Bezerra, F. Maristela, and Joberto Martins. On Computational Infraestruture Requirements to Smart and
Autonomic Cities Framework. In IEEE Int. Smart Cities Conference - ISC2-2015, pages 1–6. IEEE, January 2015.
[3] Joberto S. B. Martins. Towards Smart City Innovation Under the Perspective of Software-Defined Networking,
Artificial Intelligence and Big Data. Revista de Tecnologia da Informação e Comunicação, 8(2):1–7, October 2018.
[4] D. Kreutz, F. M. V. Ramos, P. E. Veríssimo, C. E. Rothenberg, S. Azodolmolky, and S. Uhlig. Software-Defined
Networking: A Comprehensive Survey. Proceedings of the IEEE, 103(1):14–76, January 2015.
[5] Subharthi Paul, Jianli Pan, and Raj Jain. Architectures for the Future Networks and the Next Generation
Internet: A Survey. Computer Communications, 34(1):2–42, January 2011.
[6] A. Gharaibeh, M. A. Salahuddin, S. J. Hussini, A. Khreishah, I. Khalil, M. Guizani, and A. Al-Fuqaha. Smart
Cities: A Survey on Data Management, Security, and Enabling Technologies. IEEE Communications Surveys
Tutorials, 19(4):2456–2501, 2017.
[7] R. Jalali, K. El-khatib, and C. McGregor. Smart City Architecture for Community Level Services Through the
Internet of Things. In 2015 18th Int. Conf. on Intel. in Next Generation Networks, pages 108–113, February 2015.
Fri Mar 29 11:20:35 CET 2024, CKEY=kfiascw, BKEY=eim, CID=[?], LANGUAGE=de, DATE=29.03.2024