Početna » Sinteza 2019 - International Scientific Conference on Information Technology and Data Related Research » Intelligent Signal Processing
- Optimisation and Modeling
- Information Technology in Education and Digital Transformation, Culture and Creative Industries
- Advanced Computing and Cloud Computing
- Information Security and Digital Forensics and E-Commerce Systems
- Electrical Energy Markets and Engineering Education and Advanced Engineering Systems
- Software and Information Engineering and Internet and Development Perspectives
- Data Science and Digital Broadcasting Systems
- Intelligent Signal Processing
- Block-chain and Distributed Systems
- Modern Technologies in Language Teaching
- Information Technology in Sport and Recreation
Deep Learning Applications in Mobile Networks
Keywords:
Deep learning, mobile networks, mobile data analysis, network security, signal processing.
Abstract:
The expected deployment of 5G networks, growing percentages of mobile networks’ market penetration levels and increasing popularity of mobile applications induce new challenges and requirements for mobile network operators. One of the ways of tackling these new challenges is the deployment of advanced machine learning techniques in hopes of handling expected traffic volumes, performing real-time analytics and managing network resources. The paper presents the aspects of mobile networking in which deep learning methods can be implemented. After presenting the basic background and modern deep learning techniques and related technologies, paper presents an overview of the current advances made in these research areas. The paper also identifies the fields within the realm of mobile networking that show particular potential for new exploration.
CITATION:
IEEE format
D. Dašić, M. Vučetić, G. Hew A Kee, M. Stanković, “Deep Learning Applications in Mobile Networks,” in Sinteza 2019 - International Scientific Conference on Information Technology and Data Related Research, Belgrade, Singidunum University, Serbia, 2019, pp. 553-560. doi:10.15308/Sinteza-2019-553-560
APA format
Dašić, D., Vučetić, M., Hew A Kee, G., Stanković, M. (2019). Deep Learning Applications in Mobile Networks. Paper presented at Sinteza 2019 - International Scientific Conference on Information Technology and Data Related Research. doi:10.15308/Sinteza-2019-553-560
BibTeX format
Download
RefWorks Tagged format
Download
