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Smart Containers Schedulers for Microservices Provision in Cloud-Fog-IoT Networks. Challenges and Opportunities

Docker containers are the lightweight-virtualization technology prevailing today for the provision of microservices. This work raises and discusses two main challenges in Docker containers’ scheduling in cloud-fog-internet of things (IoT) networks. First, the convenience to integrate intelligent con...

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Autores principales: Pérez de Prado, Rocío, García-Galán, Sebastián, Muñoz-Expósito, José Enrique, Marchewka, Adam, Ruiz-Reyes, Nicolás
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7146145/
https://www.ncbi.nlm.nih.gov/pubmed/32204390
http://dx.doi.org/10.3390/s20061714
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author Pérez de Prado, Rocío
García-Galán, Sebastián
Muñoz-Expósito, José Enrique
Marchewka, Adam
Ruiz-Reyes, Nicolás
author_facet Pérez de Prado, Rocío
García-Galán, Sebastián
Muñoz-Expósito, José Enrique
Marchewka, Adam
Ruiz-Reyes, Nicolás
author_sort Pérez de Prado, Rocío
collection PubMed
description Docker containers are the lightweight-virtualization technology prevailing today for the provision of microservices. This work raises and discusses two main challenges in Docker containers’ scheduling in cloud-fog-internet of things (IoT) networks. First, the convenience to integrate intelligent containers’ schedulers based on soft-computing in the dominant open-source containers’ management platforms: Docker Swarm, Google Kubernetes and Apache Mesos. Secondly, the need for specific intelligent containers’ schedulers for the different interfaces in cloud-fog-IoT networks: cloud-to-fog, fog-to-IoT and cloud-to-fog. The goal of this work is to support the optimal allocation of microservices provided by the main cloud service providers today and used by millions of users worldwide in applications such as smart health, content delivery networks, smart health, etc. Particularly, the improvement is studied in terms of quality of service (QoS) parameters such as latency, load balance, energy consumption and runtime, based on the analysis of previous works and implementations. Moreover, the scientific-technical impact of smart containers’ scheduling in the market is also discussed, showing the possible repercussion of the raised opportunities in the research line.
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spelling pubmed-71461452020-04-15 Smart Containers Schedulers for Microservices Provision in Cloud-Fog-IoT Networks. Challenges and Opportunities Pérez de Prado, Rocío García-Galán, Sebastián Muñoz-Expósito, José Enrique Marchewka, Adam Ruiz-Reyes, Nicolás Sensors (Basel) Review Docker containers are the lightweight-virtualization technology prevailing today for the provision of microservices. This work raises and discusses two main challenges in Docker containers’ scheduling in cloud-fog-internet of things (IoT) networks. First, the convenience to integrate intelligent containers’ schedulers based on soft-computing in the dominant open-source containers’ management platforms: Docker Swarm, Google Kubernetes and Apache Mesos. Secondly, the need for specific intelligent containers’ schedulers for the different interfaces in cloud-fog-IoT networks: cloud-to-fog, fog-to-IoT and cloud-to-fog. The goal of this work is to support the optimal allocation of microservices provided by the main cloud service providers today and used by millions of users worldwide in applications such as smart health, content delivery networks, smart health, etc. Particularly, the improvement is studied in terms of quality of service (QoS) parameters such as latency, load balance, energy consumption and runtime, based on the analysis of previous works and implementations. Moreover, the scientific-technical impact of smart containers’ scheduling in the market is also discussed, showing the possible repercussion of the raised opportunities in the research line. MDPI 2020-03-19 /pmc/articles/PMC7146145/ /pubmed/32204390 http://dx.doi.org/10.3390/s20061714 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Pérez de Prado, Rocío
García-Galán, Sebastián
Muñoz-Expósito, José Enrique
Marchewka, Adam
Ruiz-Reyes, Nicolás
Smart Containers Schedulers for Microservices Provision in Cloud-Fog-IoT Networks. Challenges and Opportunities
title Smart Containers Schedulers for Microservices Provision in Cloud-Fog-IoT Networks. Challenges and Opportunities
title_full Smart Containers Schedulers for Microservices Provision in Cloud-Fog-IoT Networks. Challenges and Opportunities
title_fullStr Smart Containers Schedulers for Microservices Provision in Cloud-Fog-IoT Networks. Challenges and Opportunities
title_full_unstemmed Smart Containers Schedulers for Microservices Provision in Cloud-Fog-IoT Networks. Challenges and Opportunities
title_short Smart Containers Schedulers for Microservices Provision in Cloud-Fog-IoT Networks. Challenges and Opportunities
title_sort smart containers schedulers for microservices provision in cloud-fog-iot networks. challenges and opportunities
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7146145/
https://www.ncbi.nlm.nih.gov/pubmed/32204390
http://dx.doi.org/10.3390/s20061714
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