Towards a High Performance Computing Scalable Implementation of Cyber Physical Systems

Detalhes bibliográficos
Autor(a) principal: Lopes, Nuno
Data de Publicação: 2019
Outros Autores: Putnik, Goran, Ferreira, Luís, Costa, Bruno
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/11110/1943
Resumo: Cyber Physical Systems (CPS) establish an interdependency between the physical world and the cyber world. When considering a real world setup, CPS will receive a considerable input from the physical world that demands a timely response. Without the computer capacity to handle the input data, a CPS will not be able to react in a very short term to changes in the environment and provide proper output. Current CPS are unable to react in near real-time to challenges when considering a realistic problem size. Our objective is to harness the performance of High Performance Computing systems to make CPS capable of handling the necessary computation demands in order to be able to interact with the physical world. We present a case study on scheduling algorithms to demonstrate the current limitations in the computing performance and point possible solutions to achieve it.
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spelling Towards a High Performance Computing Scalable Implementation of Cyber Physical SystemsCyber Physical System (CPS)High Performance Computingscheduling algorithmgreedy algorithmsparallel programingreal-time CPSCyber Physical Systems (CPS) establish an interdependency between the physical world and the cyber world. When considering a real world setup, CPS will receive a considerable input from the physical world that demands a timely response. Without the computer capacity to handle the input data, a CPS will not be able to react in a very short term to changes in the environment and provide proper output. Current CPS are unable to react in near real-time to challenges when considering a realistic problem size. Our objective is to harness the performance of High Performance Computing systems to make CPS capable of handling the necessary computation demands in order to be able to interact with the physical world. We present a case study on scheduling algorithms to demonstrate the current limitations in the computing performance and point possible solutions to achieve it.FME Transactions2020-07-03T09:44:02Z2019-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://hdl.handle.net/11110/1943oai:ciencipca.ipca.pt:11110/1943engLopes, N., Putnik, G., Ferreira, L., & Costa, B. (2019). Towards a High Performance Computing scalable implementation of Cyber Physical Systemshttps://doi.org/10.5937/fmet1904749Lhttp://hdl.handle.net/11110/1943metadata only accessinfo:eu-repo/semantics/openAccessLopes, NunoPutnik, GoranFerreira, LuísCosta, Brunoreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2022-09-05T12:53:16Zoai:ciencipca.ipca.pt:11110/1943Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T15:02:13.911713Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Towards a High Performance Computing Scalable Implementation of Cyber Physical Systems
title Towards a High Performance Computing Scalable Implementation of Cyber Physical Systems
spellingShingle Towards a High Performance Computing Scalable Implementation of Cyber Physical Systems
Lopes, Nuno
Cyber Physical System (CPS)
High Performance Computing
scheduling algorithm
greedy algorithms
parallel programing
real-time CPS
title_short Towards a High Performance Computing Scalable Implementation of Cyber Physical Systems
title_full Towards a High Performance Computing Scalable Implementation of Cyber Physical Systems
title_fullStr Towards a High Performance Computing Scalable Implementation of Cyber Physical Systems
title_full_unstemmed Towards a High Performance Computing Scalable Implementation of Cyber Physical Systems
title_sort Towards a High Performance Computing Scalable Implementation of Cyber Physical Systems
author Lopes, Nuno
author_facet Lopes, Nuno
Putnik, Goran
Ferreira, Luís
Costa, Bruno
author_role author
author2 Putnik, Goran
Ferreira, Luís
Costa, Bruno
author2_role author
author
author
dc.contributor.author.fl_str_mv Lopes, Nuno
Putnik, Goran
Ferreira, Luís
Costa, Bruno
dc.subject.por.fl_str_mv Cyber Physical System (CPS)
High Performance Computing
scheduling algorithm
greedy algorithms
parallel programing
real-time CPS
topic Cyber Physical System (CPS)
High Performance Computing
scheduling algorithm
greedy algorithms
parallel programing
real-time CPS
description Cyber Physical Systems (CPS) establish an interdependency between the physical world and the cyber world. When considering a real world setup, CPS will receive a considerable input from the physical world that demands a timely response. Without the computer capacity to handle the input data, a CPS will not be able to react in a very short term to changes in the environment and provide proper output. Current CPS are unable to react in near real-time to challenges when considering a realistic problem size. Our objective is to harness the performance of High Performance Computing systems to make CPS capable of handling the necessary computation demands in order to be able to interact with the physical world. We present a case study on scheduling algorithms to demonstrate the current limitations in the computing performance and point possible solutions to achieve it.
publishDate 2019
dc.date.none.fl_str_mv 2019-01-01T00:00:00Z
2020-07-03T09:44:02Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/11110/1943
oai:ciencipca.ipca.pt:11110/1943
url http://hdl.handle.net/11110/1943
identifier_str_mv oai:ciencipca.ipca.pt:11110/1943
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Lopes, N., Putnik, G., Ferreira, L., & Costa, B. (2019). Towards a High Performance Computing scalable implementation of Cyber Physical Systems
https://doi.org/10.5937/fmet1904749L
http://hdl.handle.net/11110/1943
dc.rights.driver.fl_str_mv metadata only access
info:eu-repo/semantics/openAccess
rights_invalid_str_mv metadata only access
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv FME Transactions
publisher.none.fl_str_mv FME Transactions
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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