Conference paper
Using simulated annealing for improved video bandwidth prediction
2017 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)
2017 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) (Atlanta, GA, 01/05/2017–04/05/2017)
2017
Abstract
The strain imposed by the bandwidth demands of multimedia applications on wired and wireless networks calls for efficient novel solutions to the problem of network resource allocation, to avoid significant packet losses. In this letter, we focus on a large variety of MPEG-4, H.264 and H.265-encoded video traces. We use the metaheuristic technique of Simulated Annealing to predict the size of B-frames, and compare it against an existing approach from the literature. B-frame size prediction can be used in order to reduce bandwidth requirements and smoothen the encoded video stream, by selective B-frame dropping. We show that Simulated Annealing can significantly improve the prediction accuracy.
Details
- Title
- Using simulated annealing for improved video bandwidth prediction
- Authors/Creators
- A. Kalampogia (Author/Creator)P. Koutsakis (Author/Creator)
- Publication Details
- 2017 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)
- Conference
- 2017 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) (Atlanta, GA, 01/05/2017–04/05/2017)
- Identifiers
- 991005541027007891
- Murdoch Affiliation
- School of Engineering and Information Technology
- Language
- English
- Resource Type
- Conference paper
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