{"id":"https://openalex.org/W7202381663","doi":"https://doi.org/10.48550/arxiv.2608.11402","title":"An Event-Driven Cloud-Native Wearable Analytics Framework for Real-Time Clinical Workloads","display_name":"An Event-Driven Cloud-Native Wearable Analytics Framework for Real-Time Clinical Workloads","publication_year":2026,"publication_date":"2026-08-11","ids":{"openalex":"https://openalex.org/W7202381663","doi":"https://doi.org/10.48550/arxiv.2608.11402"},"language":null,"primary_location":{"id":"pmh:oai:arXiv.org:2608.11402","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2608.11402","pdf_url":"https://arxiv.org/pdf/2608.11402","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"volume":null,"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2608.11402","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074511313","display_name":"Elias Gr\u00fcnewald","orcid":"https://orcid.org/0000-0001-9076-9240","observed_orcids":["https://orcid.org/0000-0001-9076-9240"]},"institutions":[{"id":"https://openalex.org/I4210139777","display_name":"Berlin Institute of Health at Charit\u00e9 - Universit\u00e4tsmedizin Berlin","ror":"https://ror.org/0493xsw21","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210139777","https://openalex.org/I7877124"]},{"id":"https://openalex.org/I7877124","display_name":"Charit\u00e9 - Universit\u00e4tsmedizin Berlin","ror":"https://ror.org/001w7jn25","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I7877124"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gr\u00fcnewald, Elias","raw_affiliation_strings":["Institute of Medical Informatics , Charit\u00e9 -Universit\u00e4tsmedizin Berlin , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Medical Informatics , Charit\u00e9 -Universit\u00e4tsmedizin Berlin , Germany","institution_ids":["https://openalex.org/I4210139777","https://openalex.org/I7877124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5147117900","display_name":"Daniil Cherepko","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Cherepko, Daniil","raw_affiliation_strings":["Technische Universit\u00e4t Berlin , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Berlin , Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134046406","display_name":"Linus Gustafsson","orcid":"https://orcid.org/0009-0001-7557-8742","observed_orcids":["https://orcid.org/0009-0001-7557-8742"]},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gustafsson, Linus","raw_affiliation_strings":["Technische Universit\u00e4t Berlin , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Berlin , Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5147115774","display_name":"Jakob M\u00f6hler","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"M\u00f6hler, Jakob","raw_affiliation_strings":["Technische Universit\u00e4t Berlin , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Berlin , Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5147072286","display_name":"Oskar Rabe","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rabe, Oskar","raw_affiliation_strings":["Technische Universit\u00e4t Berlin , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Berlin , Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5147139671","display_name":"Paul Robin Reichelt","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Reichelt, Paul Robin","raw_affiliation_strings":["Technische Universit\u00e4t Berlin , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Berlin , Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128071463","display_name":"Constantin Stahl","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stahl, Constantin","raw_affiliation_strings":["Technische Universit\u00e4t Berlin , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Berlin , Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098937090","display_name":"Lukasz Sztukiewicz","orcid":"https://orcid.org/0009-0008-7077-0226","observed_orcids":["https://orcid.org/0009-0008-7077-0226"]},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sztukiewicz, Lukasz","raw_affiliation_strings":["Technische Universit\u00e4t Berlin , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Berlin , Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077603664","display_name":"Louis Agha-Mir-Salim","orcid":"https://orcid.org/0000-0002-2733-5084","observed_orcids":["https://orcid.org/0000-0002-2733-5084"]},"institutions":[{"id":"https://openalex.org/I4210139777","display_name":"Berlin Institute of Health at Charit\u00e9 - Universit\u00e4tsmedizin Berlin","ror":"https://ror.org/0493xsw21","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210139777","https://openalex.org/I7877124"]},{"id":"https://openalex.org/I7877124","display_name":"Charit\u00e9 - Universit\u00e4tsmedizin Berlin","ror":"https://ror.org/001w7jn25","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I7877124"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Agha-Mir-Salim, Louis","raw_affiliation_strings":["Institute of Medical Informatics , Charit\u00e9 -Universit\u00e4tsmedizin Berlin , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Medical Informatics , Charit\u00e9 -Universit\u00e4tsmedizin Berlin , Germany","institution_ids":["https://openalex.org/I4210139777","https://openalex.org/I7877124"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063781065","display_name":"Felix Balzer","orcid":"https://orcid.org/0000-0003-1575-2056","observed_orcids":["https://orcid.org/0000-0003-1575-2056","https://orcid.org/0009-0001-9839-4663"]},"institutions":[{"id":"https://openalex.org/I4210139777","display_name":"Berlin Institute of Health at Charit\u00e9 - Universit\u00e4tsmedizin Berlin","ror":"https://ror.org/0493xsw21","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210139777","https://openalex.org/I7877124"]},{"id":"https://openalex.org/I7877124","display_name":"Charit\u00e9 - Universit\u00e4tsmedizin Berlin","ror":"https://ror.org/001w7jn25","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I7877124"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Balzer, Felix","raw_affiliation_strings":["Institute of Medical Informatics , Charit\u00e9 -Universit\u00e4tsmedizin Berlin , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Medical Informatics , Charit\u00e9 -Universit\u00e4tsmedizin Berlin , Germany","institution_ids":["https://openalex.org/I4210139777","https://openalex.org/I7877124"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.4918999969959259,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.4918999969959259,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13038","display_name":"Internet of Things and AI","score":0.08640000224113464,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.07410000264644623,"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/wearable-health-monitoring","display_name":"wearable health monitoring","score":0.652999997138977},{"id":"https://openalex.org/keywords/cloud-native-systems","display_name":"cloud-native systems","score":0.5559999942779541},{"id":"https://openalex.org/keywords/event-driven-architecture","display_name":"event-driven architecture","score":0.9259999990463257},{"id":"https://openalex.org/keywords/microservices","display_name":"microservices","score":0.796999990940094},{"id":"https://openalex.org/keywords/fhir","display_name":"FHIR","score":0.6600000262260437},{"id":"https://openalex.org/keywords/stream-processing","display_name":"stream processing","score":0.6480000019073486},{"id":"https://openalex.org/keywords/vital-signs","display_name":"vital signs","score":0.5339999794960022},{"id":"https://openalex.org/keywords/real-time-patient-monitoring","display_name":"real-time patient monitoring","score":0.652999997138977},{"id":"https://openalex.org/keywords/data-interoperability","display_name":"data interoperability","score":0.6600000262260437},{"id":"https://openalex.org/keywords/device-heterogeneity","display_name":"heterogeneous devices","score":0.7329999804496765},{"id":"https://openalex.org/keywords/regulatory-compliance","display_name":"regulatory compliance","score":0.6579999923706055},{"id":"https://openalex.org/keywords/role-based-access-control","display_name":"role-based access control","score":0.9020000100135803},{"id":"https://openalex.org/keywords/clinical-decision-support","display_name":"clinical decision support","score":0.7720000147819519}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7116000056266785},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5475999712944031},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.48339998722076416},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.42250001430511475},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.37880000472068787},{"id":"https://openalex.org/C2777338717","wikidata":"https://www.wikidata.org/wiki/Q1762621","display_name":"Vendor","level":2,"score":0.3725999891757965},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.35749998688697815},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.35249999165534973},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.3522000014781952},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.31470000743865967},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.30880001187324524},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.30730000138282776},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.301800012588501},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2955000102519989},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.2842000126838684},{"id":"https://openalex.org/C33762810","wikidata":"https://www.wikidata.org/wiki/Q461671","display_name":"Data integrity","level":2,"score":0.2799000144004822},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.2773999869823456},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.26269999146461487},{"id":"https://openalex.org/C74912251","wikidata":"https://www.wikidata.org/wiki/Q6815727","display_name":"Memory footprint","level":2,"score":0.2596000134944916},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.25940001010894775},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.2590999901294708},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.25600001215934753},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.25429999828338623},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.2526000142097473}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2608.11402","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2608.11402","pdf_url":"https://arxiv.org/pdf/2608.11402","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2608.11402","doi":"https://doi.org/10.48550/arxiv.2608.11402","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2608.11402","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2608.11402","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2608.11402","pdf_url":"https://arxiv.org/pdf/2608.11402","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.5683000087738037,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1049712352","display_name":null,"funder_award_id":"NBI-022","funder_id":"https://openalex.org/F4320321752","funder_display_name":"Forschungszentrum J\u00fclich"},{"id":"https://openalex.org/G1497029069","display_name":null,"funder_award_id":"NBI-010","funder_id":"https://openalex.org/F4320321752","funder_display_name":"Forschungszentrum J\u00fclich"},{"id":"https://openalex.org/G1990183683","display_name":null,"funder_award_id":"NBI-008","funder_id":"https://openalex.org/F4320321752","funder_display_name":"Forschungszentrum J\u00fclich"},{"id":"https://openalex.org/G3715896428","display_name":null,"funder_award_id":"NBI-014","funder_id":"https://openalex.org/F4320321752","funder_display_name":"Forschungszentrum J\u00fclich"},{"id":"https://openalex.org/G3843874811","display_name":null,"funder_award_id":"NBI-013","funder_id":"https://openalex.org/F4320321752","funder_display_name":"Forschungszentrum J\u00fclich"},{"id":"https://openalex.org/G4813977799","display_name":null,"funder_award_id":"NBI-016","funder_id":"https://openalex.org/F4320321752","funder_display_name":"Forschungszentrum J\u00fclich"},{"id":"https://openalex.org/G5971653534","display_name":null,"funder_award_id":"NBI-004","funder_id":"https://openalex.org/F4320321752","funder_display_name":"Forschungszentrum J\u00fclich"},{"id":"https://openalex.org/G598334097","display_name":null,"funder_award_id":"NBI-001","funder_id":"https://openalex.org/F4320321752","funder_display_name":"Forschungszentrum J\u00fclich"}],"funders":[{"id":"https://openalex.org/F4320321752","display_name":"Forschungszentrum J\u00fclich","ror":"https://ror.org/02nv7yv05"},{"id":"https://openalex.org/F4320330124","display_name":"German Network for Bioinformatics Infrastructure","ror":"https://ror.org/01vmpm840"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7202381663.pdf","grobid_xml":"https://content.openalex.org/works/W7202381663.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Continuous":[0],"physiological":[1],"monitoring":[2,207],"using":[3,60,92],"consumer-grade":[4],"wearables":[5,45],"offers":[6],"a":[7,56,68,128,138,201],"transformative":[8],"opportunity":[9],"for":[10,107,180,204,212],"clinical":[11,213],"care":[12],"and":[13,25,39,48,96,132,196,216],"research,":[14],"yet":[15],"integration":[16],"remains":[17],"hindered":[18],"by":[19],"device":[20,81],"heterogeneity,":[21],"proprietary":[22],"data":[23,130],"formats,":[24],"strict":[26],"regulatory":[27,189],"requirements.":[28],"We":[29],"present":[30],"an":[31,88],"event-driven,":[32],"cloud-native":[33],"system":[34,53],"designed":[35],"to":[36,99,103,152,188],"ingest,":[37],"normalize,":[38],"analyze":[40],"high-frequency":[41],"vital":[42],"signs":[43],"from":[44,148],"at":[46],"scale":[47],"without":[49],"vendor":[50],"lock-in.":[51],"The":[52],"design":[54],"proposes":[55],"multi-layered":[57],"microservice":[58],"architecture":[59],"cluster":[61],"orchestration.":[62],"Data":[63],"acquisition":[64],"is":[65],"handled":[66],"via":[67],"cross-platform":[69],"mobile":[70],"application":[71],"that":[72,158],"leverages":[73],"native":[74],"health":[75],"frameworks,":[76],"ensuring":[77],"compatibility":[78],"across":[79],"fragmented":[80],"ecosystems.":[82],"To":[83],"address":[84],"interoperability,":[85],"we":[86],"implement":[87],"event-driven":[89],"transformation":[90],"pipeline":[91,161],"stream":[93,150],"processing":[94,151],"engines":[95],"specialized":[97],"services":[98],"map":[100],"raw":[101],"measurements":[102],"the":[104,125,143,159,177],"FHIR":[105,113],"standard":[106],"medical":[108],"interoperability.":[109],"Our":[110,184],"novel":[111],"dependency-aware":[112],"minimization":[114],"scheme":[115],"reduces":[116],"storage":[117],"overhead":[118],"while":[119],"maintaining":[120],"lossless":[121],"resource":[122],"reconstruction.":[123],"Furthermore,":[124],"platform":[126],"integrates":[127],"modular":[129],"analytics":[131],"machine":[133,145],"learning":[134,146],"layer":[135],"based":[136],"on":[137],"medallion":[139],"lakehouse":[140],"architecture,":[141],"supporting":[142],"full":[144,164],"lifecycle":[147],"real-time":[149,181],"model":[153],"serving.":[154],"Performance":[155],"evaluation":[156],"demonstrates":[157],"ingestion":[160,165],"sustains":[162],"50":[163],"requests":[166],"per":[167],"second":[168],"with":[169],"median":[170],"response":[171],"times":[172],"under":[173],"8":[174],"ms,":[175],"satisfying":[176],"low-latency":[178],"requirements":[179],"patient":[182],"monitoring.":[183],"open-source":[185],"implementation":[186],"adheres":[187],"compliance":[190],"standards":[191],"through":[192],"role-based":[193],"access":[194],"control":[195],"secure":[197],"service-to-service":[198],"communication,":[199],"providing":[200],"robust":[202],"foundation":[203],"deploying":[205],"wearable-based":[206],"in":[208],"institutional":[209],"healthcare":[210],"settings":[211],"decision":[214],"support":[215],"research":[217],"workloads.":[218]},"counts_by_year":[],"updated_date":"2026-10-13T10:08:12.033832","created_date":"2026-08-14T00:00:00"}