Towards a High Performance Computing Scalable Implementation of Cyber Physical Systems
Autor(a) principal: | |
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Data de Publicação: | 2019 |
Outros Autores: | , , |
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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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 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
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) |
repository.name.fl_str_mv |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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1799129892424515584 |