Cloud of things modeling for efficient and coordinated resources provisioning

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

Abstract

The shift towards the Cloud of Things (CoT) requires a seamless integration of Cloud Computing and the Internet of Things (IoT). Such transition promotes a holistic approach for managing and orchestrating cloud and IoT infrastructures. However, existing platforms manage each domain individually. They provision cloud and IoT resources separately without a global vision on the underlying infrastructure and network state. Moreover, resource models provided by these platforms do not cope with the CoT requirements. In this paper, we study existing resource models for cloud and the IoT. Afterward, we select the Open Cloud Computing Interface (OCCI) specifications to represent the CoT environment on the Infrastructure as a Service (IaaS) and the Platform as a Service (PaaS) levels. We extend the chosen standard to model the CoT for IaaS and PaaS. We show through two example scenarios the benefit of our model in representing the CoT and performing an efficient global provisioning of incoming requests. Furthermore, we rely on the OCCI CoT extension to formulate an analytical model and show through a simulation the benefit of such global orchestration.

Original languageEnglish
Title of host publicationOn the Move to Meaningful Internet Systems. OTM 2017 Conferences - Confederated International Conferences
Subtitle of host publicationCoopIS, C and TC, and ODBASE 2017, Proceedings
EditorsHerve Panetto, Adrian Paschke, Robert Meersman, Mike Papazoglou, Christophe Debruyne, Walid Gaaloul, Claudio Agostino Ardagna
PublisherSpringer Verlag
Pages175-193
Number of pages19
ISBN (Print)9783319694610
DOIs
Publication statusPublished - 1 Jan 2017
Externally publishedYes
EventConfederated International Conference On the Move to Meaningful Internet Systems, OTM 2017 held in conjunction with Conferences on CoopIS, CandTC and ODBASE 2017 - Rhodes, Greece
Duration: 23 Sept 201727 Sept 2017

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume10573 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

ConferenceConfederated International Conference On the Move to Meaningful Internet Systems, OTM 2017 held in conjunction with Conferences on CoopIS, CandTC and ODBASE 2017
Country/TerritoryGreece
CityRhodes
Period23/09/1727/09/17

Keywords

  • Cloud Computing
  • Cloud of Things
  • Internet of Things
  • Mapping
  • Modeling
  • OCCI
  • Optimization
  • Provisioning

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