{"id":"https://openalex.org/W4400198625","doi":"https://doi.org/10.3390/s24134212","title":"Enhancing Monitoring Performance: A Microservices Approach to Monitoring with Spyware Techniques and Prediction Models","display_name":"Enhancing Monitoring Performance: A Microservices Approach to Monitoring with Spyware Techniques and Prediction Models","publication_year":2024,"publication_date":"2024-06-28","ids":{"openalex":"https://openalex.org/W4400198625","doi":"https://doi.org/10.3390/s24134212","pmid":"https://pubmed.ncbi.nlm.nih.gov/39000991"},"language":"en","primary_location":{"id":"doi:10.3390/s24134212","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24134212","pdf_url":"https://www.mdpi.com/1424-8220/24/13/4212/pdf?version=1720087702","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/24/13/4212/pdf?version=1720087702","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009221822","display_name":"Anubis Graciela de Moraes Rossetto","orcid":"https://orcid.org/0000-0001-8657-2816"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anubis Graciela de Moraes Rossetto","raw_affiliation_strings":["Federal Institute of Education, Science and Technology Sul-Rio-Grandense, Passo Fundo 99.064-440, RS, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-8657-2816","affiliations":[{"raw_affiliation_string":"Federal Institute of Education, Science and Technology Sul-Rio-Grandense, Passo Fundo 99.064-440, RS, Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028444000","display_name":"Darlan Noetzold","orcid":"https://orcid.org/0009-0008-9126-8075"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Darlan Noetzold","raw_affiliation_strings":["Federal Institute of Education, Science and Technology Sul-Rio-Grandense, Passo Fundo 99.064-440, RS, Brazil"],"raw_orcid":"https://orcid.org/0009-0008-9126-8075","affiliations":[{"raw_affiliation_string":"Federal Institute of Education, Science and Technology Sul-Rio-Grandense, Passo Fundo 99.064-440, RS, Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087186391","display_name":"Lu\u00eds Augusto Silva","orcid":"https://orcid.org/0000-0002-9981-4586"},"institutions":[{"id":"https://openalex.org/I184999862","display_name":"Universidad de Salamanca","ror":"https://ror.org/02f40zc51","country_code":"ES","type":"education","lineage":["https://openalex.org/I184999862"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Luis Augusto Silva","raw_affiliation_strings":["Department of Computer Science and Automation, University of Salamanca, 37008 Salamanca, Spain"],"raw_orcid":"https://orcid.org/0000-0002-9981-4586","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Automation, University of Salamanca, 37008 Salamanca, Spain","institution_ids":["https://openalex.org/I184999862"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038022273","display_name":"Valderi Reis Quietinho Leithardt","orcid":"https://orcid.org/0000-0003-0446-9271"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I203847022","display_name":"Instituto Polit\u00e9cnico de Lisboa","ror":"https://ror.org/04ea70f07","country_code":"PT","type":"education","lineage":["https://openalex.org/I203847022"]},{"id":"https://openalex.org/I4210127031","display_name":"Uninova","ror":"https://ror.org/0373te416","country_code":"PT","type":"funder","lineage":["https://openalex.org/I4210127031"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Valderi Reis Quietinho Leithardt","raw_affiliation_strings":["Center of Technology and Systems (UNINOVA-CTS) and Associated Lab of Intelligent Systems (LASI), 2829-516 Caparica, Portugal","Lisbon School of Engineering (ISEL), Polytechnic University of Lisbon (IPL), 1549-020 Lisbon, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-0446-9271","affiliations":[{"raw_affiliation_string":"Center of Technology and Systems (UNINOVA-CTS) and Associated Lab of Intelligent Systems (LASI), 2829-516 Caparica, Portugal","institution_ids":["https://openalex.org/I4210127031"]},{"raw_affiliation_string":"Lisbon School of Engineering (ISEL), Polytechnic University of Lisbon (IPL), 1549-020 Lisbon, Portugal","institution_ids":["https://openalex.org/I203847022","https://openalex.org/I141596103"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5087186391"],"corresponding_institution_ids":["https://openalex.org/I184999862"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.6041,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.84106021,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"24","issue":"13","first_page":"4212","last_page":"4212"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/microservices","display_name":"Microservices","score":0.8133488893508911},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6725715398788452},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4802815616130829},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4793623089790344},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4129626750946045},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.3559517562389374},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3466002643108368},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.33279263973236084},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1670706570148468}],"concepts":[{"id":"https://openalex.org/C2778505942","wikidata":"https://www.wikidata.org/wiki/Q18344624","display_name":"Microservices","level":3,"score":0.8133488893508911},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6725715398788452},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4802815616130829},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4793623089790344},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4129626750946045},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.3559517562389374},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3466002643108368},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.33279263973236084},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1670706570148468},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D003201","descriptor_name":"Computers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003201","descriptor_name":"Computers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003201","descriptor_name":"Computers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003201","descriptor_name":"Computers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016494","descriptor_name":"Computer Security","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016494","descriptor_name":"Computer Security","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016494","descriptor_name":"Computer Security","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016494","descriptor_name":"Computer Security","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s24134212","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24134212","pdf_url":"https://www.mdpi.com/1424-8220/24/13/4212/pdf?version=1720087702","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:39000991","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39000991","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11244305","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11244305","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11244305/pdf/sensors-24-04212.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:run.unl.pt:10362/172751","is_oa":true,"landing_page_url":"http://hdl.handle.net/10362/172751","pdf_url":"https://run.unl.pt/bitstream/10362/172751/1/Enhancing_Monitoring_Performance.pdf","source":{"id":"https://openalex.org/S4306400678","display_name":"Universidade Nova de Lisboa's Repository (Universidade Nova de Lisboa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83558840","host_organization_name":"Universidade Nova de Lisboa","host_organization_lineage":["https://openalex.org/I83558840"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"},{"id":"pmh:oai:doaj.org/article:963a0074cece44f1815c3e863f193b1a","is_oa":false,"landing_page_url":"https://doaj.org/article/963a0074cece44f1815c3e863f193b1a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 24, Iss 13, p 4212 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s24134212","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24134212","pdf_url":"https://www.mdpi.com/1424-8220/24/13/4212/pdf?version=1720087702","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.8100000023841858}],"awards":[{"id":"https://openalex.org/G2892488166","display_name":"Centre of Technology and Systems","funder_award_id":"UIDP/00066/2020","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G3080209416","display_name":"Centre of Technology and Systems","funder_award_id":"UIDB/00066/2020","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"}],"funders":[{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4400198625.pdf"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W88719000","https://openalex.org/W1492737170","https://openalex.org/W1508331748","https://openalex.org/W1574680346","https://openalex.org/W2019367635","https://openalex.org/W2043398785","https://openalex.org/W2075174112","https://openalex.org/W2078483536","https://openalex.org/W2294798173","https://openalex.org/W2295775753","https://openalex.org/W2296566972","https://openalex.org/W2363799590","https://openalex.org/W2405527140","https://openalex.org/W2563826943","https://openalex.org/W2594606450","https://openalex.org/W2779633893","https://openalex.org/W2787894218","https://openalex.org/W2963026732","https://openalex.org/W2979218206","https://openalex.org/W3009118286","https://openalex.org/W3011995931","https://openalex.org/W3030419288","https://openalex.org/W3043469888","https://openalex.org/W3046004933","https://openalex.org/W3089324699","https://openalex.org/W3096738367","https://openalex.org/W3097929708","https://openalex.org/W3106591306","https://openalex.org/W3124427293","https://openalex.org/W4239510810","https://openalex.org/W4244659687","https://openalex.org/W4306160365","https://openalex.org/W4317434827","https://openalex.org/W4361271286","https://openalex.org/W4382936427","https://openalex.org/W6774761019"],"related_works":["https://openalex.org/W3181741639","https://openalex.org/W4210334847","https://openalex.org/W4367181468","https://openalex.org/W2767473057","https://openalex.org/W4225586032","https://openalex.org/W3003367851","https://openalex.org/W3119944216","https://openalex.org/W2994988622","https://openalex.org/W1492892507","https://openalex.org/W4293799853"],"abstract_inverted_index":{"In":[0],"today's":[1],"digital":[2],"landscape,":[3],"organizations":[4,52],"face":[5],"significant":[6],"challenges,":[7],"including":[8],"sensitive":[9],"data":[10,61,75,84],"leaks":[11],"and":[12,32,65,79,86,100,106,113,152,157,173,180,187],"the":[13,116,120,127],"proliferation":[14],"of":[15,19,126,136],"hate":[16,80],"speech,":[17],"both":[18],"which":[20],"can":[21],"lead":[22],"to":[23,47,59,150],"severe":[24],"consequences":[25],"such":[26],"as":[27],"financial":[28],"losses,":[29],"reputational":[30],"damage,":[31],"psychological":[33],"impacts":[34],"on":[35,103],"employees.":[36],"This":[37,163],"work":[38],"considers":[39],"a":[40,44,66,93,166],"comprehensive":[41],"solution":[42,164],"using":[43],"microservices":[45],"architecture":[46],"monitor":[48],"computer":[49,117],"usage":[50,145,154],"within":[51],"effectively.":[53],"The":[54,72,134],"approach":[55],"incorporates":[56],"spyware":[57],"techniques":[58],"capture":[60,85],"from":[62],"employee":[63],"computers":[64],"web":[67],"application":[68],"for":[69,169],"alert":[70],"management.":[71],"system":[73,158],"detects":[74],"leaks,":[76],"suspicious":[77],"behaviors,":[78],"speech":[81],"through":[82,177],"efficient":[83],"predictive":[87,181],"modeling.":[88],"Therefore,":[89],"this":[90],"paper":[91],"presents":[92],"comparative":[94],"performance":[95,128],"analysis":[96,182],"between":[97,130],"Spring":[98,139],"Boot":[99,140],"Quarkus,":[101],"focusing":[102],"objective":[104],"metrics":[105],"quantitative":[107],"statistics.":[108],"By":[109],"utilizing":[110],"recognized":[111],"tools":[112],"benchmarks":[114],"in":[115,190],"science":[118],"community,":[119],"study":[121],"provides":[122],"an":[123],"in-depth":[124],"understanding":[125],"differences":[129],"these":[131],"two":[132],"platforms.":[133],"implementation":[135],"Quarkus":[137],"over":[138],"demonstrated":[141],"substantial":[142],"improvements:":[143],"memory":[144],"was":[146],"reduced":[147],"by":[148,155,161],"up":[149],"80%":[151],"CPU":[153],"95%,":[156],"uptime":[159],"decreased":[160],"119%.":[162],"offers":[165],"robust":[167],"framework":[168],"enhancing":[170],"organizational":[171],"security":[172],"mitigating":[174],"potential":[175],"threats":[176],"proactive":[178],"monitoring":[179],"while":[183],"also":[184],"guiding":[185],"developers":[186],"software":[188],"architects":[189],"making":[191],"informed":[192],"technological":[193],"choices.":[194]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}