TY - GEN
T1 - The Impact of Heterogeneity on Network Resource Allocation Process for Managing Education in Real Time
AU - Dawood, Tammam Z.
AU - Muzata, Artwell R.
AU - Stepanov, Mikhail S.
AU - Singh, Ghanshyam
AU - Kanishcheva, Margarita G.
N1 - Publisher Copyright:
© 2025 IEEE.
PY - 2025
Y1 - 2025
N2 - The use of technology in education has increased In recent years, especially after the emergence of the COVID-19 pandemic and the trend towards digital learning. Solutions such as e-learning, blended learning, and game-based learning are being used. Virtual Reality (VR) and Augmented Reality (AR) can help significantly change the style of education towards making it more interesting, useful, and possible. Of course, this type of application requires specific traffic characteristics that must be taken into account when allocating resources in the network in order to obtain an acceptable quality of service. The article provides a numerical study of the influence of the heterogeneity property on the characteristics of the joint servicing of information flows of various types in modern networks. To conduct the study, a generalized mathematical model of a network access node is used, and parameters and characteristics are discussed.
AB - The use of technology in education has increased In recent years, especially after the emergence of the COVID-19 pandemic and the trend towards digital learning. Solutions such as e-learning, blended learning, and game-based learning are being used. Virtual Reality (VR) and Augmented Reality (AR) can help significantly change the style of education towards making it more interesting, useful, and possible. Of course, this type of application requires specific traffic characteristics that must be taken into account when allocating resources in the network in order to obtain an acceptable quality of service. The article provides a numerical study of the influence of the heterogeneity property on the characteristics of the joint servicing of information flows of various types in modern networks. To conduct the study, a generalized mathematical model of a network access node is used, and parameters and characteristics are discussed.
KW - Augmented Reality
KW - Education
KW - heterogeneous traffic
KW - mathematical modeling
KW - resource allocation
KW - Telecommunication Systems
KW - Virtual Reality
UR - http://www.scopus.com/inward/record.url?scp=105003165363&partnerID=8YFLogxK
U2 - 10.1109/IEEECONF64229.2025.10948040
DO - 10.1109/IEEECONF64229.2025.10948040
M3 - Conference contribution
AN - SCOPUS:105003165363
T3 - 2025 Systems of Signals Generating and Processing in the Field of on Board Communications, SOSG 2025 - Conference Proceedings
BT - 2025 Systems of Signals Generating and Processing in the Field of on Board Communications, SOSG 2025 - Conference Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2025 Systems of Signals Generating and Processing in the Field of on Board Communications, SOSG 2025
Y2 - 12 March 2024 through 14 March 2024
ER -