Title :
Implementing an optimal rate allocation tuned to the user quality of experience
Author :
Ghorbanzadeh, Mo ; Abdelhadi, Ahmed ; Amanna, Ashwin ; Dwyer, Johanna ; Clancy, T. Charles
Author_Institution :
Hume Center, Virginia Tech, Arlington, VA, USA
Abstract :
Optimal resource allocation elegantly kaizens bandwidth utilization in present-day communications systems carrying distinctive traffic types with specific quality of service (QoS) requirements, whose fulfillment may elevate users´ quality of Experience (QoE). This paper investigates the QoE of users running real-life real-time and delay-tolerant applications by implementing an Internet-connected real-world mobile network which hosts a node with a centralized convex resource allocation optimization algorithm to calculate and enforce an optimal bandwidth distribution. The experiments show that leveraging the rate assignment approach escalates the real-life network traffic QoE through a fine-grained temporal resource allocation pattern which plummets the total bandwidth consumption and the cost of employing the services.
Keywords :
Internet; convex programming; mobile computing; quality of experience; quality of service; real-time systems; resource allocation; Internet-connected real-world mobile network; bandwidth utilization; centralized convex resource allocation optimization algorithm; delay-tolerant applications; fine-grained temporal resource allocation pattern; optimal bandwidth distribution; optimal rate allocation; optimal resource allocation; quality of experience; quality of service requirements; rate assignment approach; real-life network traffic QoE; real-time applications; total bandwidth consumption; traffic types; Bandwidth; Mathematical model; Quality of service; Real-time systems; Resource management; Throughput; YouTube; Convex Optimization; Optimal Resource Allocation; QoE; QoS; Real-World Implementation; Utility Functions;
Conference_Titel :
Computing, Networking and Communications (ICNC), 2015 International Conference on
Conference_Location :
Garden Grove, CA
DOI :
10.1109/ICCNC.2015.7069357