HTTP-based adaptive streaming for mobile clients using Markov decision process

2013 20th International Packet Video Workshop, PV 2013

Volumn , Issue , 2013, Pages

  Bokani, Ayub ^a,b   Hassan, Mahbub ^a,b   Kanhere, Salil ^a,b  

^a UNIVERSITY OF NEW SOUTH WALES   (Australia)

^b CSIRO   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

MARKOV PROCESSES;

ADAPTIVE STREAMING; COMPUTATIONAL COSTS; GLOBAL NETWORKS; MARKOV DECISION PROCESSES; MOBILE ENVIRONMENTS; MOBILITY TRACES; ON-LINE CONTENTS; STREAMING SYSTEMS;

HTTP;

EID: 84893332852     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PV.2013.6691443     Document Type: Conference Paper

References (21)

1. Apple, "HTTP Live Streaming Overview," [Online accessed 01-March-2013], URL: https://developer.apple.com/library/ios/#documentation/ networkinginternet/conceptual/streamingmediaguide/Introduction/Introduction. html.
2. A. Zambelli, "IIS smooth streaming technical overview," Microsoft Corporation, Vol. 3, 2009.
3. Adobe, "HTTP Dynamic Streaming on the Adobe Flash Platform," [Online accessed 04-March-2013], URL: http://www.adobe.com/au/products/hds- dynamic-streaming.html.
4. T. Stockhammer, "Dynamic Adaptive Streaming Over HTTP: Standards and Design Principles," in Proceedings of the second annual ACM conference on Multimedia systems (MMSys), San Jose, USA, 23-25 February 2011.
5. C. C. Wüst and W. F. Verhaegh, "Quality Control for Scalable Media Processing Applications," Journal of Scheduling, Vol. 7, no. 2, pp. 105-117, 2004.
6. D. Jarnikov and T. Özçelebi, "Client Intelligence for Adaptive Streaming Solutions," Signal Processing: Image Communication, Vol. 26, no. 7, pp. 378-389, 2011.
7. S. Xiang, L. Cai, and J. Pan, "Adaptive Scalable Video Streaming in Wireless Networks," in Proceedings of the 3rd Multimedia Systems Conference (MMSys), Chapel Hill, USA, 22-24 February 2012.
8. M. Xing, S. Xiang, and L. Cai, "Rate Adaptation Strategy for Video Streaming over Multiple Wireless Access Networks," in IEEE Global Communications Conference (GLOBECOM), Anaheim, 3-7 December 2012.
9. J. Yao, S. S. Kanhere, and M. Hassan, "Improving QoS in HighSpeed Mobility Using Bandwidth Maps," IEEE Transactions on Mobile Computing, Vol. 11, no. 4, pp. 603-617, 2012.
10. -, "An Empirical Study of Bandwidth Predictability in Mobile Computing," in Proceedings of the third ACM international workshop on Wireless network testbeds, experimental evaluation and characterization (MobiCom-WiNTECH), San Francisco, USA, 14-19 September 2008.
11. P. Deshpande, X. Hou, and S. R. Das, "Performance Comparison of 3G and Metro-Scale WiFi for Vehicular Network Access," in Proceedings of the 10th ACM conference on Internet measurement, Melbourne, Australia, 13 November 2010.
12. H. Riiser, T. Endestad, P. Vigmostad, C. Griwodz, and P. Halvorsen, "Video Streaming Using a Location-Based Bandwidth-Lookup Service for Bitrate Planning," ACM Transactions on Multimedia Computing, Communications and Applications, Vol. 8, no. 3, p. 24, 2012.
13. V. Singh, J. Ott, and I. D. Curcio, "Predictive Buffering for Streaming Video in 3G Networks," in IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM), San Francisco, USA, 25-28 June 2012.
14. I. D. Curcio, V. K. M. Vadakital, and M. M. Hannuksela, "Geo-Predictive Real-Time Media Delivery in Mobile Environment," in Proceedings of the 3rd workshop on Mobile video delivery (MoViD), Firenze, Italy, 25 October 2010.
15. P. de Cuetos and K. W. Ross, "Optimal Streaming of Layered Video: Joint Scheduling and Error Concealment," in Proceedings of the eleventh ACM international conference on Multimedia (MM '03), Berkeley, USA, 02-08 November 2003.
16. N. Mastronarde, K. Kanoun, D. Atienza, P. Frossard, and M. van der Schaar, "Markov Decision Process Based Energy-Efficient On-Line Scheduling for Slice-Parallel Video Decoders on Multicore Systems," IEEE Transactions on Multimedia, Vol. 15, no. 2, pp. 268-278, 2013.
17. V. Charvillat and R. Grigoraş, "Reinforcement Learning for Dynamic Multimedia Adaptation," Journal of Network and Computer Applications, Vol. 30, no. 3, pp. 1034-1058, 2007.
18. M. L. Puterman, Markov Decision Processes: Discrete Stochastic Dynamic Programming. Wiley.com, 2009, vol. 414.
19. Mathworks, "Markov Decision Process Toolbox," [Online accessed 20-November-2012], URL: http://www.mathworks.com.au/matlabcentral/fileexchange/ 25786-markov-decision-processes-mdp-toolbox.
20. BlenderFoundation, "Big Buck Bunny," [Online accessed 04-March-2013], URL: http://www.bigbuckbunny.org.
21. FFmpegProject, "FFmpeg," [Online accessed 04-March-2013], URL: http://ffmpeg.org.