HOAH: A hybrid TCP throughput prediction with autoregressive model and hidden Markov model for mobile networks

B Wei, K Kanai, W Kawakami, J Katto - IEICE Transactions on …, 2018 - search.ieice.org
Throughput prediction is one of the promising techniques to improve the quality of service
(QoS) and quality of experience (QoE) of mobile applications. To address the problem of …

Machine learning based transportation modes recognition using mobile communication quality

W Kawakami, K Kanai, B Wei… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
In order to recognize the transportation modes without any additional sensor devices, we
propose a recognition method by using communication quality factors. In the proposed …

A highly accurate transportation mode recognition using mobile communication quality

W Kawakami, K Kanai, B Wei, J Katto - IEICE Transactions on …, 2019 - search.ieice.org
To recognize transportation modes without any additional sensor devices, we demonstrate
that the transportation modes can be recognized from communication quality factors. In the …

[PDF][PDF] Comprehensive study on Load balancing for artificial intelligent cloud robot as-a-service (AICRaaS) in Virtual top classified test and training range

SR Gundu, T Anuradha - ijatest.org
Artificial Intelligence is a capacity to solve any problem, with the help of actions done
independently and intelligently. Machine learning is a subset of artificial intelligence which …

[PDF][PDF] Researches on TCP Throughput Prediction and Adaptive Bitrate Control in Mobile Network

魏博 - 2018 - waseda.repo.nii.ac.jp
The number of mobile applications is increasing rapidly, which has resulted in massive
mobile network traffic. In order to guarantee high quality of service/experience (QoS/QoE) …