Resource aware placement of IoT application modules in Fog-Cloud Computing Paradigm

Mohit Taneja, Alan Davy

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

194 Citations (Scopus)

Abstract

With the evolving IoT scenario, computing has spread to the most minuscule everyday activities, leading to a momentous shift in the way applications are developed and deployed. With the volume of impact increasing exponentially, a coherent approach of deploying these applications is critical for an efficient utilization of the network infrastructure. A typical IoT application consists of various modules running together with active interdependencies; traditionally running on the Cloud hosted in global data centres. In this paper, we present a Module Mapping Algorithm for efficient utilization of resources in the network infrastructure by efficiently deploying Application Modules in Fog-Cloud Infrastructure for IoT based applications. With Fog computing into picture, computation is dynamically distributed across the Fog and Cloud layer, and the modules of an application can thus be deployed closer to the source on devices in the Fog layer. The result of this work can serve as a Micro-benchmark in studies/research related with IoT and Fog Computing, and can be used for Quality of Service (QoS) and Service Level Objective benchmarking for IoT applications. The approach is generic, and applies to a wide range of standardized IoT applications over varied network topologies irrespective of load.

Original languageEnglish
Title of host publicationProceedings of the IM 2017 - 2017 IFIP/IEEE International Symposium on Integrated Network and Service Management
EditorsProsper Chemouil, Paulo Simoes, Edmundo Madeira, Stefano Secci, Edmundo Monteiro, Luciano Paschoal Gaspary, Carlos Raniery P. dos Santos, Marinos Charalambides
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1222-1228
Number of pages7
ISBN (Electronic)9783901882890
DOIs
Publication statusPublished - 20 Jul 2017
Event15th IFIP/IEEE International Symposium on Integrated Network and Service Management, IM 2017 - Lisbon, Portugal
Duration: 08 May 201712 May 2017

Publication series

NameProceedings of the IM 2017 - 2017 IFIP/IEEE International Symposium on Integrated Network and Service Management

Conference

Conference15th IFIP/IEEE International Symposium on Integrated Network and Service Management, IM 2017
Country/TerritoryPortugal
CityLisbon
Period08/05/201712/05/2017

Keywords

  • Application module
  • Cloud computing
  • Fog computing
  • Latency sensitive
  • Resource aware placement

Fingerprint

Dive into the research topics of 'Resource aware placement of IoT application modules in Fog-Cloud Computing Paradigm'. Together they form a unique fingerprint.

Cite this