Centralised monitoring and alerting solution for complex information management infrastructure
Autor(a) principal: | |
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Data de Publicação: | 2021 |
Tipo de documento: | Dissertação |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10362/112992 |
Resumo: | Internship Report presented as the partial requirement for obtaining a Master's degree in Data Science and Advanced Analytics |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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7160 |
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Centralised monitoring and alerting solution for complex information management infrastructureMonitoring and AlertingVisualizationBig dataTime seriesPrometheusGrafanaAlert ManagerInternship Report presented as the partial requirement for obtaining a Master's degree in Data Science and Advanced AnalyticsMonitoring and alerting receive increasing attention over the last years together with growth of the information generated and managed from one side and increasing of the computing power and capacity of the computing hardware. Monitoring solutions have been tightly linked to the software being monitored making the broad view of the performance of the all interlinked services too complex and ineffective. In this work a monitoring and alerting solution based on “Prometheus” is developed. Continuous collection of metrics from various different services is performed and organized for visualization and monitoring in several layers of precision. Different exporters for various systems were evaluated and many of them enhanced. Alerting logic in response of detected performance problems and function irregularities has been developed and implemented with “Alert Manager”. Another software is developed for recording and visualizing current or past alerts and also is used as debugging tool of the alerts configuration. Visualization is implemented for Grafana with several dashboards. All tools and software packages used for implementing this monitoring and alerting solution are open source and free to use.Pinheiro, Flávio Luís PortasCarvalho, FredericoCamelo, Filipe VasquesRUNBinev, Yuri Ivanov2021-03-03T19:35:08Z2021-01-252021-01-25T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10362/112992TID:202658171enginfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-03-11T04:56:17Zoai:run.unl.pt:10362/112992Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:42:15.645164Repositório 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 |
Centralised monitoring and alerting solution for complex information management infrastructure |
title |
Centralised monitoring and alerting solution for complex information management infrastructure |
spellingShingle |
Centralised monitoring and alerting solution for complex information management infrastructure Binev, Yuri Ivanov Monitoring and Alerting Visualization Big data Time series Prometheus Grafana Alert Manager |
title_short |
Centralised monitoring and alerting solution for complex information management infrastructure |
title_full |
Centralised monitoring and alerting solution for complex information management infrastructure |
title_fullStr |
Centralised monitoring and alerting solution for complex information management infrastructure |
title_full_unstemmed |
Centralised monitoring and alerting solution for complex information management infrastructure |
title_sort |
Centralised monitoring and alerting solution for complex information management infrastructure |
author |
Binev, Yuri Ivanov |
author_facet |
Binev, Yuri Ivanov |
author_role |
author |
dc.contributor.none.fl_str_mv |
Pinheiro, Flávio Luís Portas Carvalho, Frederico Camelo, Filipe Vasques RUN |
dc.contributor.author.fl_str_mv |
Binev, Yuri Ivanov |
dc.subject.por.fl_str_mv |
Monitoring and Alerting Visualization Big data Time series Prometheus Grafana Alert Manager |
topic |
Monitoring and Alerting Visualization Big data Time series Prometheus Grafana Alert Manager |
description |
Internship Report presented as the partial requirement for obtaining a Master's degree in Data Science and Advanced Analytics |
publishDate |
2021 |
dc.date.none.fl_str_mv |
2021-03-03T19:35:08Z 2021-01-25 2021-01-25T00:00:00Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/masterThesis |
format |
masterThesis |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/10362/112992 TID:202658171 |
url |
http://hdl.handle.net/10362/112992 |
identifier_str_mv |
TID:202658171 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
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.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 |
repository.mail.fl_str_mv |
|
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1799138034362351616 |