{"id":"https://openalex.org/W4412171237","doi":"https://doi.org/10.1109/memea65319.2025.11067988","title":"A Cloud-Edge Microservices Architecture for Smart Healthcare: SDN-Based Medical Asset Management","display_name":"A Cloud-Edge Microservices Architecture for Smart Healthcare: SDN-Based Medical Asset Management","publication_year":2025,"publication_date":"2025-05-28","ids":{"openalex":"https://openalex.org/W4412171237","doi":"https://doi.org/10.1109/memea65319.2025.11067988"},"language":"en","primary_location":{"id":"doi:10.1109/memea65319.2025.11067988","is_oa":false,"landing_page_url":"https://doi.org/10.1109/memea65319.2025.11067988","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Medical Measurements & Applications (MeMeA)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5097985513","display_name":"Henok Berhanu Tsegaye","orcid":"https://orcid.org/0000-0002-3055-6195"},"institutions":[{"id":"https://openalex.org/I169521973","display_name":"University of New Mexico","ror":"https://ror.org/05fs6jp91","country_code":"US","type":"education","lineage":["https://openalex.org/I169521973"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Henok B. Tsegaye","raw_affiliation_strings":["University of New Mexico,Department of Electrical and Computer Engineering,USA"],"affiliations":[{"raw_affiliation_string":"University of New Mexico,Department of Electrical and Computer Engineering,USA","institution_ids":["https://openalex.org/I169521973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048226709","display_name":"Petro M. Tshakwanda","orcid":"https://orcid.org/0000-0003-4991-405X"},"institutions":[{"id":"https://openalex.org/I169521973","display_name":"University of New Mexico","ror":"https://ror.org/05fs6jp91","country_code":"US","type":"education","lineage":["https://openalex.org/I169521973"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Petro M. Tshakwanda","raw_affiliation_strings":["University of New Mexico,Department of Electrical and Computer Engineering,USA"],"affiliations":[{"raw_affiliation_string":"University of New Mexico,Department of Electrical and Computer Engineering,USA","institution_ids":["https://openalex.org/I169521973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048845303","display_name":"Michael Devetsikiotis","orcid":"https://orcid.org/0000-0001-5053-4105"},"institutions":[{"id":"https://openalex.org/I169521973","display_name":"University of New Mexico","ror":"https://ror.org/05fs6jp91","country_code":"US","type":"education","lineage":["https://openalex.org/I169521973"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Devetsikiotis","raw_affiliation_strings":["University of New Mexico,Department of Electrical and Computer Engineering,USA"],"affiliations":[{"raw_affiliation_string":"University of New Mexico,Department of Electrical and Computer Engineering,USA","institution_ids":["https://openalex.org/I169521973"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011752471","display_name":"Petros Spachos","orcid":"https://orcid.org/0000-0001-8004-0907"},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Petros Spachos","raw_affiliation_strings":["School of Engineering, University of Guelph,Canada"],"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Guelph,Canada","institution_ids":["https://openalex.org/I79817857"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5097985513"],"corresponding_institution_ids":["https://openalex.org/I169521973"],"apc_list":null,"apc_paid":null,"fwci":1.5458,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.85697786,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.949999988079071,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.949999988079071,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9117000102996826,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.906000018119812,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/microservices","display_name":"Microservices","score":0.889083981513977},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7898968458175659},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6912134885787964},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5941012501716614},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5821908712387085},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5235537886619568},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.514228343963623},{"id":"https://openalex.org/keywords/asset","display_name":"Asset (computer security)","score":0.4829408526420593},{"id":"https://openalex.org/keywords/asset-management","display_name":"Asset management","score":0.4358593225479126},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.35017699003219604},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2635977268218994},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.22860151529312134},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15825819969177246}],"concepts":[{"id":"https://openalex.org/C2778505942","wikidata":"https://www.wikidata.org/wiki/Q18344624","display_name":"Microservices","level":3,"score":0.889083981513977},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7898968458175659},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6912134885787964},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5941012501716614},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5821908712387085},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5235537886619568},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.514228343963623},{"id":"https://openalex.org/C76178495","wikidata":"https://www.wikidata.org/wiki/Q4808784","display_name":"Asset (computer security)","level":2,"score":0.4829408526420593},{"id":"https://openalex.org/C2776517139","wikidata":"https://www.wikidata.org/wiki/Q873442","display_name":"Asset management","level":2,"score":0.4358593225479126},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.35017699003219604},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2635977268218994},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.22860151529312134},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15825819969177246},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/memea65319.2025.11067988","is_oa":false,"landing_page_url":"https://doi.org/10.1109/memea65319.2025.11067988","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Medical Measurements & Applications (MeMeA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2946088879","https://openalex.org/W2991197450","https://openalex.org/W3119575205","https://openalex.org/W3211254392","https://openalex.org/W4315606045","https://openalex.org/W4384129617","https://openalex.org/W4402157102"],"related_works":["https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W2914646191","https://openalex.org/W1494844823","https://openalex.org/W3023564924","https://openalex.org/W2942586735","https://openalex.org/W4392915121","https://openalex.org/W3009911173","https://openalex.org/W1990141680","https://openalex.org/W2811483426"],"abstract_inverted_index":{"Real-time":[0,124],"hospital":[1],"asset":[2,64],"tracking":[3],"and":[4,15,30,59,68,81,89,98,104,121,155,163,174,190,203,211],"predictive":[5],"maintenance":[6],"are":[7],"critical":[8],"for":[9,61,77,206],"ensuring":[10,95],"patient":[11],"safety,":[12],"operational":[13],"efficiency,":[14],"cybersecurity":[16],"in":[17,184],"modern":[18],"healthcare":[19,209],"environ-ments.":[20],"Traditional":[21],"network":[22,171],"architectures":[23],"often":[24],"struggle":[25],"with":[26,134,148],"scalability,":[27],"security":[28,105,156],"enforcement,":[29],"real-time":[31,62],"telemetry":[32,100,213],"processing,":[33],"limiting":[34],"the":[35,93,196],"effectiveness":[36],"of":[37,141],"medical":[38,63,114],"IoT":[39],"systems.":[40,214],"To":[41],"address":[42],"these":[43],"challenges,":[44],"this":[45],"paper":[46],"presents":[47],"a":[48,177,200],"novel":[49],"microservices-based":[50],"cloud-edge":[51],"architecture":[52,198],"that":[53],"integrates":[54],"Software-Defined":[55],"Networking":[56],"(SDN),":[57],"edge-AI,":[58],"agents":[60],"tracking,":[65],"anomaly":[66],"detection,":[67,186],"adaptive":[69],"policy":[70,160],"enforce-ment.":[71],"The":[72,170],"proposed":[73,197],"system":[74],"leverages":[75],"SDN":[76],"centralized":[78],"traffic":[79],"control":[80,154],"dynamic":[82],"flow":[83,153],"reconfiguration,":[84],"while":[85],"KubeEdge":[86],"extends":[87],"analytics":[88],"enforcement":[90,106,161],"capabilities":[91],"to":[92],"edge,":[94],"low-latency":[96],"decision-making":[97],"improved":[99],"accuracy.":[101],"Telemetry":[102],"collector":[103],"agents,":[107],"deployed":[108,173],"as":[109,117,199],"Kubernetes":[110],"DaemonSets,":[111],"continuously":[112],"monitor":[113],"devices":[115],"such":[116],"ventilators,":[118],"infusion":[119],"pumps,":[120],"ECG":[122],"monitors.":[123],"inference":[125],"is":[126],"powered":[127],"by":[128,168],"Autoencoder-based":[129],"models,":[130],"which":[131],"detect":[132],"anomalies":[133],"94.5%":[135],"accuracy":[136],"at":[137],"an":[138],"average":[139],"latency":[140],"35.2":[142],"ms.":[143],"Open":[144],"vSwitch":[145],"(OVS),":[146],"integrated":[147],"Calico":[149],"networking,":[150],"enables":[151],"programmable":[152],"isolation,":[157],"achieving":[158],"99.2%":[159],"success":[162],"reducing":[164],"unauthorized":[165],"access":[166],"attempts":[167],"72%.":[169],"was":[172],"validated":[175],"on":[176],"three-node":[178],"Kuber-netes":[179],"cluster,":[180],"demonstrating":[181],"quantifiable":[182],"improvements":[183],"fault":[185],"packet":[187],"loss":[188],"reduction,":[189],"resource":[191],"responsiveness.":[192],"These":[193],"results":[194],"position":[195],"scalable,":[201],"secure,":[202],"measurement-aware":[204],"framework":[205],"advancing":[207],"next-generation":[208],"instrumentation":[210],"intelligent":[212]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}