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ORCH: Distributed Orchestration Framework using Mobile Edge Devices
Linköping University, Department of Computer and Information Science, Software and Systems. Linköping University, Faculty of Science & Engineering.ORCID iD: 0000-0002-7300-3603
Linköping University, Department of Computer and Information Science, Software and Systems. Linköping University, Faculty of Science & Engineering.ORCID iD: 0000-0002-1485-0802
2019 (English)In: 2019 IEEE 3RD INTERNATIONAL CONFERENCE ON FOG AND EDGE COMPUTING (ICFEC), IEEE , 2019Conference paper, Published paper (Refereed)
Abstract [en]

In the emerging edge computing architecture, several types of devices have computational resources available. In order to make efficient use of those resources, deciding on which device a task should execute is of great importance. Existing works on task placement in edge computing focus on a resource supply side consisting of stationary devices only. In this paper, we consider the addition of mobile edge devices. We explore how mobile and stationary edge devices can augment the original task placement problem with a second placement problem: the placement of the mobile edge devices. We propose the ORCH framework in order to solve the joint problem in a distributed manner and evaluate it in the context of a spatially-changing load. Our implementation of the combined task and edge placement algorithms shows a normalized 83% delay-sensitive task completion rate compared to a perfect edge placement strategy.

Place, publisher, year, edition, pages
IEEE , 2019.
Keywords [en]
Fog/edge computing; resource management; edge mobility; task placement; edge placement
National Category
Computer Engineering
Identifiers
URN: urn:nbn:se:liu:diva-159900ISI: 000480444000009ISBN: 978-1-7281-2365-3 (electronic)OAI: oai:DiVA.org:liu-159900DiVA, id: diva2:1346111
Conference
3rd IEEE International Conference on Fog and Edge Computing (ICFEC)
Note

Funding Agencies|Swedish national graduate school in computer science (CUGS)

Available from: 2019-08-27 Created: 2019-08-27 Last updated: 2019-08-27

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CiteExportLink to record
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Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf