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Prediction of Processor Utilization for Real-Time Multimedia Stream Processing Tasks

Abstract

Utilization of MPUs in a computing cluster node for multimedia stream processing is considered. Non-linear increase of processor utilization is described and a related class of algorithms for multimedia real-time processing tasks is defined. For such conditions, experiments measuring the processor utilization and output data loss were proposed and their results presented. A new formula for prediction of utilization was proposed and its verification for a representative set of tasks was performed.

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Details

Category:
Conference activity
Type:
publikacja w wydawnictwie zbiorowym recenzowanym (także w materiałach konferencyjnych)
Title of issue:
Distributed Computing and Internet Technology: 9th International Conference, ICDCIT 2013, Proceedings strony 278 - 289
Language:
English
Publication year:
2013
Bibliographic description:
Krawczyk H., Proficz J., Daca B.: Prediction of Processor Utilization for Real-Time Multimedia Stream Processing Tasks// Distributed Computing and Internet Technology: 9th International Conference, ICDCIT 2013, Proceedings/ : , 2013, s.278-289
DOI:
Digital Object Identifier (open in new tab) 10.1007/978-3-642-36071-8_22
Verified by:
Gdańsk University of Technology

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