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논문검색

Ubiquitous Multicore (UM) Methodology for Multimedia

초록

영어

For more than a decade now, multimedia developers have usually “ride the waves”, so to speak, with the coming of each generation of microprocessors, which allows their applications, designs and programs to usually running more proficiently, efficiently and effectively. This so-called ‘free’ ride seems to be coming to an end, with results of increases clock speeds, the widening of the gap in processor and memory performance, and the tradeoffs that are needed to meet the former two points, with the new multi-core systems. In this paper, we build upon our previous work within multi-core systems, by proposing a ubiquitous multi-core (UM) design. The goal of such a framework is help researchers to plan and implement their multimedia applications so they can take advantage of speed up computations of multi-core systems and allow real-time multimedia. As our experiments show, our UM system increases performance speeds at an average of 100%, with the average execution cost of 1.4ms, showing that multimedia can use multi-core resources efficiently and effectively.

목차

Abstract
 1. Introduction
 2. Related Work
  2.1 Ubiquitous Multi-core (UM) Framework
  2.2 Multi-core systems used for multimedia applications.
  2.3 UM Framework for a Security Application
  2.4 UM framework for Multi-classifier Spam Filtering
 3. Applied UM Framework to multimedia applications
  3.1 E-Learning IT Security Multimedia Multicore Algorithm (ELITE MA)
 4. Performance Evaluation
  4.1 ELITE MA Performance Analysis
  4.2. Simulation Setup
  4.3. Evaluation
 5. Conclusion and Future Work
 References

저자정보

  • Ashley Chonka School of Engineering and Information Technology, Deakin University, Melbourne
  • Wanlei Zhou School of Engineering and Information Technology, Deakin University, Melbourne
  • Leanne Ngo School of Engineering and Information Technology, Deakin University, Melbourne
  • Yang Xiang School of Management and Information Systems, Centre for Intelligent and Networked Systems, Central Queensland University

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