Overlay Networks for Edge Management
| Main Author: | |
|---|---|
| Publication Date: | 2020 |
| Other Authors: | , |
| 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). |
| id |
RCAP_410f7d2e42a08619abd15e0e30393ec2 |
|---|---|
| oai_identifier_str |
oai:run.unl.pt:10362/145022 |
| network_acronym_str |
RCAP |
| network_name_str |
Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) |
| repository_id_str |
https://opendoar.ac.uk/repository/7160 |
| 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 |