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Using simulated annealing for improved video bandwidth prediction

Kalampogia Athina, Koutsakis Polychronis

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URIhttp://purl.tuc.gr/dl/dias/FBF97DA0-A4E7-49FA-B052-DFD699258654-
Identifierhttp://ieeexplore.ieee.org/document/8116462/-
Identifierhttps://doi.org/10.1109/INFCOMW.2017.8116462-
Languageen-
Extent5 pagesen
TitleUsing simulated annealing for improved video bandwidth predictionen
CreatorKalampogia Athinaen
CreatorΚαλαμπογια Αθηναel
CreatorKoutsakis Polychronisen
CreatorΚουτσακης Πολυχρονηςel
PublisherInstitute of Electrical and Electronics Engineersen
Content SummaryThe 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.en
Type of ItemΠλήρης Δημοσίευση σε Συνέδριοel
Type of ItemConference Full Paperen
Licensehttp://creativecommons.org/licenses/by/4.0/en
Date of Item2018-03-16-
Date of Publication2017-
SubjectVideo bandwidth predictionen
Bibliographic CitationA. Kalampogia and P. Koutsakis, "Using simulated annealing for improved video bandwidth prediction," in IEEE Conference on Computer Communications Workshops, 2017, pp. 701-705. doi:10.1109/INFCOMW.2017.8116462en

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