QoE-driven bandwidth allocation method based on user characteristics

Huong Pham-Thi, Hiep Hoang-Van, Takumi Miyoshi, Tatsuya Yamazaki

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

Network providers are nowadays facing with a big question in allocating network resources due to the constantly increasing of Internet services. While the network resource is not unlimited, users always desire the best quality of experience (QoE) with the huge information exchange. Therefore, finding a justice of network resource allocation based on the user experience is mandatory. In previous studies, network resources were allocated to all users by using a specific utility function without considering the user characteristics. In fact, the network resource consumptions are very different among individual users and directly depend on users' behavior. For instance, the network demands of relax users are usually lower than those of busy users. Thus, allocating the same amount of resources to all users might not meet their expectations. In this paper, we propose two bandwidth allocation methods by classifying users into different groups based on their characteristics such as relax, short-time busy, and long-time busy users. To allocate the bandwidth in each group, specific utility functions are applied. By using these methods, the obtained results show that users get the different allocated bandwidth while they still experience the same level of QoE. On the other hand, the allocation considers users' behavior to allocate suitable bandwidth based on the real resource consumption of users. As a result from these analyses, our proposal tends toward a fair allocation as well as an efficient management of the network resources.

Original languageEnglish
Title of host publicationAPNOMS 2014 - 16th Asia-Pacific Network Operations and Management Symposium
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Print)9784885522888
DOIs
Publication statusPublished - 2014 Dec 23
Event16th Asia-Pacific Network Operations and Management Symposium, APNOMS 2014 - Hsinchu, Taiwan, Province of China
Duration: 2014 Sep 172014 Sep 19

Other

Other16th Asia-Pacific Network Operations and Management Symposium, APNOMS 2014
CountryTaiwan, Province of China
CityHsinchu
Period14/9/1714/9/19

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Keywords

  • Bandwidth allocation
  • QoE
  • Utility function

ASJC Scopus subject areas

  • Management Science and Operations Research
  • Computer Networks and Communications
  • Information Systems and Management

Cite this

Pham-Thi, H., Hoang-Van, H., Miyoshi, T., & Yamazaki, T. (2014). QoE-driven bandwidth allocation method based on user characteristics. In APNOMS 2014 - 16th Asia-Pacific Network Operations and Management Symposium [6996518] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/APNOMS.2014.6996518