Guaranteed latency applications in edge-cloud environment

Petr Hnetynka, Petr Kubat, Rima Al-Ali, Ilias Gerostathopoulos, Danylo Khalyeyev

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Abstract

Modern Cyber-Physical Systems combine distributed embedded devices with computation in cloud. The inclusion of cloud increases the smartness of the systems by allowing computationallyand data-intensive tasks such as complex data analytics, optimization and decision making, learning and predictions. However, an important implication of interacting with the physical world is the presence of real-time requirements. It puts the cloud in the loop and requires the cloud to participate in the overall real-time guarantees, which poses a difficult problem. In this paper, we address the problem of providing real-time guarantees (in particular statistical guarantees on response time) by combining edge-cloud processing with runtime performance awareness and adaptation.

Original languageEnglish
Title of host publicationECSA 2018 - 12th European Conference on Software Architecture
PublisherAssociation for Computing Machinery
ISBN (Electronic)9781450364836
DOIs
Publication statusPublished - 24 Sept 2018
Externally publishedYes
Event12th European Conference on Software Architecture, ECSA 2018 - Madrid, Spain
Duration: 24 Sept 201828 Sept 2018

Publication series

NameACM International Conference Proceeding Series

Conference

Conference12th European Conference on Software Architecture, ECSA 2018
Country/TerritorySpain
CityMadrid
Period24/09/1828/09/18

Keywords

  • Adaptation
  • CPS
  • Edge-cloud
  • Guaranteed latency

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