Efficient resource prediction framework for software-defined heterogeneous radio environmental infrastructures

MUS Nawaz, MK Ehsan, A Mahmood, S Mumtaz… - Advanced Engineering …, 2023 - Elsevier
Artificial Intelligence (AI) is defining the future of next-generation infrastructures as proactive
and data-driven systems. AI-empowered radio systems are replacing the existing command …

Research on the combined forecasting model of cooling load based on IVMD-WOA-LSSVM

M Zhou, J Yu, M Wang, W Quan, C Bian - Energy and Buildings, 2024 - Elsevier
The global environment faces major challenges due to the widespread use of air
conditioning systems, and accurate and effective cooling load forecast is a vital component …

Communication-efficient Multi-service Mobile Traffic Prediction by Leveraging Cross-service Correlations

Z Feng, Q Wu, X Chen - Proceedings of the 30th ACM SIGKDD …, 2024 - dl.acm.org
Mobile traffic prediction plays a crucial role in enabling efficient network management and
service provisioning. Traditional prediction approaches treat different mobile application …

[PDF][PDF] Prediction of Traffic Flow in Cloud Computing using ARIMA

SP Sekwatlakwatla, V Malele - Published Online by the …, 2023 - assets.zyrosite.com
One of the biggest challenges for cloud service providers is managing traffic. As more and
more companies adopt cloud computing, the amount of data transferred to and from the …

Towards a Model for Predicting Traffic Flow for Optimizing Resource Allocation and Usage in a Cloud Computing Systems

SP Sekwatlakwatla, V Malele - 2023 - researchsquare.com
Short-term traffic flow prediction is one of the most important tools for the organisation to
manage traffic and properly allocate system resources. Cloud computing requires …