Detail publikace

Extending Networking Curriculum with Applied Artificial Intelligence

MATOUŠEK, P. RYŠAVÝ, O. BURGETOVÁ, I.

Originální název

Extending Networking Curriculum with Applied Artificial Intelligence

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

Artificial Intelligence (AI) and related technologies like data mining, machine learning or neural networks became very popular in recent years. Many IT companies today require graduated students to understand and be able to apply these technologies. Application potential of AI is not limited only to robotics, image processing or intelligent agents but also in engineering areas like computer networking and communication. However, on most universities, networking courses focus mainly on transmission protocols, network services and hardware design only while AI, machine learning or neural networks are taught separately. This causes a gap that emerges between AI theory and engineering approach. Thus, teachers of engineering courses are challenged how to introduce their students to an application of AI in the engineering areas, e.g., electronics, communication, embedded systems, power grids, etc. This paper shows how selected AI techniques presently used in computer networks can be incorporated into networking curriculum and demonstrated to students which extends student competencies and prepares them better into future jobs. We also present two case studies where AI techniques are applied on networking data in order to solve typical engineering problems.

Klíčová slova

computer networking, curriculum, artificial intelligence, engineering education

Autoři

MATOUŠEK, P.; RYŠAVÝ, O.; BURGETOVÁ, I.

Vydáno

23. 8. 2019

Nakladatel

Institute of Electrical and Electronics Engineers

Místo

Ruse

ISBN

978-1-7281-3222-8

Kniha

Proceedings of EAEEIE 2019

Strany od

11

Strany do

16

Strany počet

6

URL

https://ieeexplore.ieee.org/document/9000455

BibTex

@inproceedings{BUT159982,
  author="Petr {Matoušek} and Ondřej {Ryšavý} and Ivana {Burgetová}",
  title="Extending Networking Curriculum with Applied Artificial Intelligence",
  booktitle="Proceedings of EAEEIE 2019",
  year="2019",
  pages="11--16",
  publisher="Institute of Electrical and Electronics Engineers",
  address="Ruse",
  doi="10.1109/EAEEIE46886.2019.9000455",
  isbn="978-1-7281-3222-8",
  url="https://ieeexplore.ieee.org/document/9000455"
}

Dokumenty

09000455.pdf