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Optimization of Video Streaming through Bufferbloat Mitigation using Hybrid FQ-CoDel Algorithm

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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Year of Publication: 2016
Authors:
Vimaladevi V., Manju Bala P.
10.5120/ijca2016909957

Vimaladevi V. and Manju Bala P.. Optimization of Video Streaming through Bufferbloat Mitigation using Hybrid FQ-CoDel Algorithm. International Journal of Computer Applications 142(12):32-36, May 2016. BibTeX

@article{10.5120/ijca2016909957,
	author = {Vimaladevi V. and Manju Bala P.},
	title = {Optimization of Video Streaming through Bufferbloat Mitigation using Hybrid FQ-CoDel Algorithm},
	journal = {International Journal of Computer Applications},
	issue_date = {May 2016},
	volume = {142},
	number = {12},
	month = {May},
	year = {2016},
	issn = {0975-8887},
	pages = {32-36},
	numpages = {5},
	url = {http://www.ijcaonline.org/archives/volume142/number12/24949-2016909957},
	doi = {10.5120/ijca2016909957},
	publisher = {Foundation of Computer Science (FCS), NY, USA},
	address = {New York, USA}
}

Abstract

The major traffic in today’s internet is entirely filled with video data with increased use of Video on-Demand systems. Quality Of internet video has a great impact on user engagement. Video encoding and streaming over wireless networks become a big concern. Real time video service requires low end-to-end delay and the major concern is to reduce the queuing delay which has high impact on the video quality. Bufferbloat is one of the main reasons for experiencing high queue latency at the intermediate nodes. Optimization of buffer size in the network nodes is never practiced, though several AQM were used for reducing the queue latency. In this work, Hybrid FQ-CoDel mechanism is proposed which is the combination of both CoDel and Adaptive CoDel AQM mechanism with fair queuing for the reduction of queuing delay and to optimize video transmission. Here the Adaptive CoDel is targeted for video traffic data and on the other hand the CoDel is used for other low traffic network flow. The mechanisms of network classifier and the scheduler is used to achieve fairness in the network queuing. Hybrid FQ-CoDeL is used for effective reduction of the queuing delay and to increase the network bandwidth utilization for video streams which will result in better quality of video.

References

  1. YasharGanjaliGavgani, March 2007, “Buffer Sizing in Internet Routers” Ph.D, dissertation Stanford University, California.
  2. J. Gettys and K. Nichols, “Bufferbloat: Dark Buffers in the Internet,”Communications of the ACM, vol. 55, no. 1, pp. 57–65, 2012.
  3. K. Nichols and V. Jacobson, “Controlling Queue Delay,” Communications of the ACM, vol. 55, no. 7, pp. 42–50, 2012.
  4. Matilda.S, B.Palaniappan, Thambidurai.P, “Bufferfloat Mitigation for Real-time Video Streaming using Adaptive Controlled Delay Mechanism”, International Journal of Computer
  5. S. Floyd and V. Jacobson, “Random early detection gateways for congestion avoidance”, IEEE/ACM Transaction on Networking, Vol.1, No. 4, pp. 397–413, 1993.Applications (0975 - 8887) Volume 63 - No. 20, February 2013
  6. Guerin, R.Peris, V: Quality-of-Service in Packet Networks: Basic Mechanismsand Directions. Computer Networks, Vol. 31, 1999, pp. 169–189.
  7. K. Nichols and V. Jacobson, “Controlling Queue Delay,” ACM Queue Magazine: Networks, vol. 10, no. 5, pp. 68–81, May 2012.
  8. Labrador, M.Banerjee, S.: Packet Dropping Policies for ATM and IP Net-works. IEEE Communications Surveys, Vol. 2, 1999, No. 3, pp. 2–14.
  9. Gettys, Jim, "Bufferbloat: Dark Buffers in the Internet". IEEE Internet Computing, vol. 15 (3).IEEE. pp. 9596, Retrieved 2012-02-20.
  10. Guido Appenzeller; Isaac Keslassy; Nick McKeown (2004). "Sizing Router Buffers"(PDF). ACM SIGCOMM.,ACM.Retrieved 2013-10-15.
  11. Clunis, Andrew, "Bufferbloat demystified". Retrieved 2013-09-27.
  12. Vimaladevi. V, Manju Bala. P, "Video Optimization through Hybrid FQ-Codel Algorithm", International Journal of Scientific Research in Science, Engineering and Technology (IJSRSET), Volume 1, Issue 6, pp.377-381, November-December-2015.

Keywords

Bufferbloat, CoDel, Adaptive CoDel, Queuing Delay.