Overlay Networks for Edge Management

Bibliographic Details
Main Author: Costa, Pedro Akos
Publication Date: 2020
Other Authors: Fouto, Pedro, Leitão, João
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/10362/145022
Summary: Experiments presented in this paper were carried out using the Grid'5000 testbed, supported by a scientific interest group hosted by Inria and including CNRS, RENATER and several Universities as well as other organizations (see https://www.grid5000.fr).
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spelling Overlay Networks for Edge ManagementComputer Networks and CommunicationsComputer Science ApplicationsInformation Systems and ManagementExperiments presented in this paper were carried out using the Grid'5000 testbed, supported by a scientific interest group hosted by Inria and including CNRS, RENATER and several Universities as well as other organizations (see https://www.grid5000.fr).Edge computing has emerged as a solution to address existing limitations of cloud computing for bandwidth-heavy and time-sensitive applications, by moving (some) computations from bandwidth saturated Cloud infrastructures closer to client devices, where data is effectively produced and consumed. However, existing materializations of the edge computing paradigm take limited advantage of computational and storage power that exists in the edge and between client devices and the cloud. Most of these leverage static hierarchical topologies (e.g., Fog Computing) to pre-process data before sending it to the Cloud, which limits the advantages that can be extracted from the edge computing paradigm. In the past, peer-to-peer systems have sought to tackle the challenges of increasing scalability and availability for very large systems, with a large number of solutions being proposed namely, distributed overlay networks for resource management. In this paper, we argue that the clever adaptation of peer-to-peer solutions can enable novel applications to fully exploit the potential of the edge. In particular, we study the viability of taking advantage of specialized overlay networks in edge environments to enable the management of a large number of computational resources. Contrary to previous proposals, that assume the environment to be composed of mostly homogeneous devices, our proposal embraces existing heterogeneity and exploits the location of computational resources to devise a (partially) self-organizing overlay network that can be exploited both to provide membership information to applications, but also do efficiently disseminate management information across edge devices. We have conducted an experimental evaluation using container-based emulation in an heterogeneous network composed by 100 devices, with results showing that our protocol is able to maximize the bandwidth usage of the system, allowing more data to flow throughout the network, while retaining high robustness to failures.Institute of Electrical and Electronics Engineers (IEEE)DI - Departamento de InformáticaNOVALincsRUNCosta, Pedro AkosFouto, PedroLeitão, João2022-10-25T22:14:42Z2020-11-242020-11-24T00:00:00Zconference objectinfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://hdl.handle.net/10362/145022eng9781728183268PURE: 28433223https://doi.org/10.1109/NCA51143.2020.9306716info:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2024-05-22T18:06:14Zoai:run.unl.pt:10362/145022Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T17:36:54.146158Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Overlay Networks for Edge Management
title Overlay Networks for Edge Management
spellingShingle Overlay Networks for Edge Management
Costa, Pedro Akos
Computer Networks and Communications
Computer Science Applications
Information Systems and Management
title_short Overlay Networks for Edge Management
title_full Overlay Networks for Edge Management
title_fullStr Overlay Networks for Edge Management
title_full_unstemmed Overlay Networks for Edge Management
title_sort Overlay Networks for Edge Management
author Costa, Pedro Akos
author_facet Costa, Pedro Akos
Fouto, Pedro
Leitão, João
author_role author
author2 Fouto, Pedro
Leitão, João
author2_role author
author
dc.contributor.none.fl_str_mv DI - Departamento de Informática
NOVALincs
RUN
dc.contributor.author.fl_str_mv Costa, Pedro Akos
Fouto, Pedro
Leitão, João
dc.subject.por.fl_str_mv Computer Networks and Communications
Computer Science Applications
Information Systems and Management
topic Computer Networks and Communications
Computer Science Applications
Information Systems and Management
description Experiments presented in this paper were carried out using the Grid'5000 testbed, supported by a scientific interest group hosted by Inria and including CNRS, RENATER and several Universities as well as other organizations (see https://www.grid5000.fr).
publishDate 2020
dc.date.none.fl_str_mv 2020-11-24
2020-11-24T00:00:00Z
2022-10-25T22:14:42Z
dc.type.driver.fl_str_mv conference object
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10362/145022
url http://hdl.handle.net/10362/145022
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 9781728183268
PURE: 28433223
https://doi.org/10.1109/NCA51143.2020.9306716
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Institute of Electrical and Electronics Engineers (IEEE)
publisher.none.fl_str_mv Institute of Electrical and Electronics Engineers (IEEE)
dc.source.none.fl_str_mv reponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron:RCAAP
instname_str FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron_str RCAAP
institution RCAAP
reponame_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
collection Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
repository.name.fl_str_mv Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
repository.mail.fl_str_mv info@rcaap.pt
_version_ 1833596834469117952

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