Title :
Low-Complexity Packet Scheduling Algorithms for Streaming Scalable Media Based on Time Utility Function
Author :
Rongshan Yu ; Haiyan Shu ; Wenyu Jiang
Author_Institution :
Signal Process. Dept., A*STAR, Singapore, Singapore
Abstract :
We propose a time-utility function (TUF)-based packet scheduling algorithm for streaming scalable media. In the proposed system, the scalable media is partitioned into data units of different quality layers, which are then prioritized and transmitted according to their TUFs that capture both their quality contributions to the decoded media and urgencies with respect to their playback schedule. For optimal streaming quality while maintaining a reasonable computational complexity, packet transmissions are scheduled using a low-complexity algorithm based on utility accrual maximization. The computational complexity can be further reduced by considering the look-ahead window and a modified utility function. Simulation results show that the proposed scheduling algorithms achieve near-optimal performance when compared with the operational rate distortion bound of the stream source at any given bandwidth budget.
Keywords :
computational complexity; media streaming; optimisation; scheduling; TUF-based packet scheduling algorithm; computational complexity; decoded media; look-ahead window; low-complexity packet scheduling algorithms; modified utility function; packet transmissions; playback schedule; scalable media streaming; time utility function-based packet scheduling algorithm; utility accrual maximization; Bandwidth; Complexity theory; Delays; Media; Receivers; Scheduling algorithms; Streaming media; Media streaming; packet scheduling; scalable media; time utility function; utility maximization;
Journal_Title :
Multimedia, IEEE Transactions on
DOI :
10.1109/TMM.2014.2359335