Container-based deployment strategies on heterogeneous edge-to-cloud computing infrastructures

In recent years, edge computing has refined data management and analytics by facilitating real-time processing closer to data sources, significantly reducing latency and bandwidth utilization. In conjunction with cloud computing and High Performance Computing, it forms a compute continuum, seamlessl...

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Bibliographic Details
Author: Cañete Garrucho, Alba
Format: master thesis
Publication Date:2023
Country:España
Institution:Universitat Politècnica de Catalunya (UPC)
Repository:UPCommons. Portal del coneixement obert de la UPC
Language:English
OAI Identifier:oai:upcommons.upc.edu:2117/401722
Online Access:https://hdl.handle.net/2117/401722
Access Level:Open access
Keyword:Edge computing
Cloud computing
compute continuum
edge computing
cloud computing
COMPSs
Kubernetes
KubeEdge
Docker Swarm
orchestration
deployment strategies
Informàtica a la perifèria
Computació en núvol
Àrees temàtiques de la UPC::Informàtica::Arquitectura de computadors
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oai_identifier_str oai:upcommons.upc.edu:2117/401722
network_acronym_str ES
network_name_str España
repository_id_str
spelling Container-based deployment strategies on heterogeneous edge-to-cloud computing infrastructuresCañete Garrucho, AlbaEdge computingCloud computingcompute continuumedge computingcloud computingCOMPSsKubernetesKubeEdgeDocker Swarmorchestrationdeployment strategiesInformàtica a la perifèriaComputació en núvolÀrees temàtiques de la UPC::Informàtica::Arquitectura de computadorsIn recent years, edge computing has refined data management and analytics by facilitating real-time processing closer to data sources, significantly reducing latency and bandwidth utilization. In conjunction with cloud computing and High Performance Computing, it forms a compute continuum, seamlessly integrating each component with the aim of facilitating efficient data processing and management across diverse applications and networks. This master's thesis focuses in the development of deployment mechanisms across the edge-to-cloud continuum, proposing a two-layer solution-implemented with COMPSs and Kubernetes-that meets the computing and communication requirements of analytics methods, and enables the execution of distributed applications in heterogeneous edge-to-cloud infrastructures.Universitat Politècnica de CatalunyaFreitag, FèlixQuiñones Moreno, Eduardo20232023-10-1720242024-02-12master thesishttp://purl.org/coar/resource_type/c_bdccNAhttp://purl.org/coar/version/c_be7fb7dd8ff6fe43info:eu-repo/semantics/masterThesisapplication/pdfhttps://hdl.handle.net/2117/401722reponame:UPCommons. Portal del coneixement obert de la UPCinstname:Universitat Politècnica de Catalunya (UPC)Inglésengopen accesshttp://purl.org/coar/access_right/c_abf2info:eu-repo/semantics/openAccessoai:upcommons.upc.edu:2117/4017222026-05-27T15:37:01Z
dc.title.none.fl_str_mv Container-based deployment strategies on heterogeneous edge-to-cloud computing infrastructures
title Container-based deployment strategies on heterogeneous edge-to-cloud computing infrastructures
spellingShingle Container-based deployment strategies on heterogeneous edge-to-cloud computing infrastructures
Cañete Garrucho, Alba
Edge computing
Cloud computing
compute continuum
edge computing
cloud computing
COMPSs
Kubernetes
KubeEdge
Docker Swarm
orchestration
deployment strategies
Informàtica a la perifèria
Computació en núvol
Àrees temàtiques de la UPC::Informàtica::Arquitectura de computadors
title_short Container-based deployment strategies on heterogeneous edge-to-cloud computing infrastructures
title_full Container-based deployment strategies on heterogeneous edge-to-cloud computing infrastructures
title_fullStr Container-based deployment strategies on heterogeneous edge-to-cloud computing infrastructures
title_full_unstemmed Container-based deployment strategies on heterogeneous edge-to-cloud computing infrastructures
title_sort Container-based deployment strategies on heterogeneous edge-to-cloud computing infrastructures
dc.creator.none.fl_str_mv Cañete Garrucho, Alba
author Cañete Garrucho, Alba
author_facet Cañete Garrucho, Alba
author_role author
dc.contributor.none.fl_str_mv Freitag, Fèlix
Quiñones Moreno, Eduardo
dc.subject.none.fl_str_mv Edge computing
Cloud computing
compute continuum
edge computing
cloud computing
COMPSs
Kubernetes
KubeEdge
Docker Swarm
orchestration
deployment strategies
Informàtica a la perifèria
Computació en núvol
Àrees temàtiques de la UPC::Informàtica::Arquitectura de computadors
topic Edge computing
Cloud computing
compute continuum
edge computing
cloud computing
COMPSs
Kubernetes
KubeEdge
Docker Swarm
orchestration
deployment strategies
Informàtica a la perifèria
Computació en núvol
Àrees temàtiques de la UPC::Informàtica::Arquitectura de computadors
description In recent years, edge computing has refined data management and analytics by facilitating real-time processing closer to data sources, significantly reducing latency and bandwidth utilization. In conjunction with cloud computing and High Performance Computing, it forms a compute continuum, seamlessly integrating each component with the aim of facilitating efficient data processing and management across diverse applications and networks. This master's thesis focuses in the development of deployment mechanisms across the edge-to-cloud continuum, proposing a two-layer solution-implemented with COMPSs and Kubernetes-that meets the computing and communication requirements of analytics methods, and enables the execution of distributed applications in heterogeneous edge-to-cloud infrastructures.
publishDate 2023
dc.date.none.fl_str_mv 2023
2023-10-17
2024
2024-02-12
dc.type.none.fl_str_mv master thesis
http://purl.org/coar/resource_type/c_bdcc
NA
http://purl.org/coar/version/c_be7fb7dd8ff6fe43
dc.type.openaire.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
dc.identifier.none.fl_str_mv https://hdl.handle.net/2117/401722
url https://hdl.handle.net/2117/401722
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universitat Politècnica de Catalunya
publisher.none.fl_str_mv Universitat Politècnica de Catalunya
dc.source.none.fl_str_mv reponame:UPCommons. Portal del coneixement obert de la UPC
instname:Universitat Politècnica de Catalunya (UPC)
instname_str Universitat Politècnica de Catalunya (UPC)
reponame_str UPCommons. Portal del coneixement obert de la UPC
collection UPCommons. Portal del coneixement obert de la UPC
repository.name.fl_str_mv
repository.mail.fl_str_mv
_version_ 1869405388595527680
score 15,301603

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