{"id":"https://openalex.org/W3035621222","doi":"https://doi.org/10.1109/jbhi.2020.3001518","title":"Disrupting Healthcare Silos: Addressing Data Volume, Velocity and Variety With a Cloud-Native Healthcare Data Ingestion Service","display_name":"Disrupting Healthcare Silos: Addressing Data Volume, Velocity and Variety With a Cloud-Native Healthcare Data Ingestion Service","publication_year":2020,"publication_date":"2020-06-10","ids":{"openalex":"https://openalex.org/W3035621222","doi":"https://doi.org/10.1109/jbhi.2020.3001518","mag":"3035621222","pmid":"https://pubmed.ncbi.nlm.nih.gov/32750932"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2020.3001518","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2020.3001518","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5068110749","display_name":"Rohit Ranchal","orcid":"https://orcid.org/0000-0003-4851-3959"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Rohit Ranchal","raw_affiliation_strings":["IBM Watson Health, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"IBM Watson Health, Cambridge, MA, USA","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103233969","display_name":"Paul Bastide","orcid":"https://orcid.org/0000-0002-4041-6903"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paul Bastide","raw_affiliation_strings":["IBM Watson Health, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"IBM Watson Health, Cambridge, MA, USA","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057140938","display_name":"Xu Wang","orcid":"https://orcid.org/0000-0001-9439-6437"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xu Wang","raw_affiliation_strings":["IBM Watson Health, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"IBM Watson Health, Cambridge, MA, USA","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081141966","display_name":"Aris Gkoulalas-Divanis","orcid":"https://orcid.org/0000-0003-0011-6591"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aris Gkoulalas-Divanis","raw_affiliation_strings":["IBM Watson Health, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"IBM Watson Health, Cambridge, MA, USA","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073996275","display_name":"Maneesh Mehra","orcid":null},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maneesh Mehra","raw_affiliation_strings":["IBM Watson Health, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"IBM Watson Health, Cambridge, MA, USA","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061348174","display_name":"Senthil Bakthavachalam","orcid":null},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Senthil Bakthavachalam","raw_affiliation_strings":["IBM Watson Health, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"IBM Watson Health, Cambridge, MA, USA","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100782035","display_name":"Hui Lei","orcid":"https://orcid.org/0000-0002-9448-9673"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hui Lei","raw_affiliation_strings":["IBM Watson Health, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"IBM Watson Health, Cambridge, MA, USA","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038700746","display_name":"Ajay Mohindra","orcid":"https://orcid.org/0000-0002-5757-5556"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ajay Mohindra","raw_affiliation_strings":["IBM Watson Health, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"IBM Watson Health, Cambridge, MA, USA","institution_ids":["https://openalex.org/I1341412227"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5068110749"],"corresponding_institution_ids":["https://openalex.org/I1341412227"],"apc_list":null,"apc_paid":null,"fwci":5.5735,"has_fulltext":false,"cited_by_count":72,"citation_normalized_percentile":{"value":0.9661211,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"24","issue":"11","first_page":"3182","last_page":"3188"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9945999979972839,"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"}},"topics":[{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9945999979972839,"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"}},{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11614","display_name":"Cloud Data Security Solutions","score":0.9890000224113464,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8802142143249512},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.7019751071929932},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6579214334487915},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5988825559616089},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5719519853591919},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4995594024658203},{"id":"https://openalex.org/keywords/vagueness","display_name":"Vagueness","score":0.4958675801753998},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4451507329940796},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.42393773794174194},{"id":"https://openalex.org/keywords/healthcare-service","display_name":"Healthcare service","score":0.4130144417285919},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3346754312515259},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.28123247623443604},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.24342846870422363}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8802142143249512},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.7019751071929932},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6579214334487915},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5988825559616089},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5719519853591919},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4995594024658203},{"id":"https://openalex.org/C2776825360","wikidata":"https://www.wikidata.org/wiki/Q1411921","display_name":"Vagueness","level":3,"score":0.4958675801753998},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4451507329940796},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.42393773794174194},{"id":"https://openalex.org/C3018279614","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Healthcare service","level":3,"score":0.4130144417285919},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3346754312515259},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.28123247623443604},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.24342846870422363},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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":[{"descriptor_ui":"D000067917","descriptor_name":"Cloud Computing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000067917","descriptor_name":"Cloud Computing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000067917","descriptor_name":"Cloud Computing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077558","descriptor_name":"Big Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077558","descriptor_name":"Big Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077558","descriptor_name":"Big Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004435","descriptor_name":"Eating","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004435","descriptor_name":"Eating","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004435","descriptor_name":"Eating","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":"D016494","descriptor_name":"Computer Security","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":true},{"descriptor_ui":"D016494","descriptor_name":"Computer Security","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2020.3001518","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2020.3001518","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:32750932","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32750932","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":"IEEE journal of biomedical and health informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2044572798","https://openalex.org/W2049578454","https://openalex.org/W2063930612","https://openalex.org/W2064050001","https://openalex.org/W2105801512","https://openalex.org/W2112855330","https://openalex.org/W2150187198","https://openalex.org/W2163577908","https://openalex.org/W2332422562","https://openalex.org/W2415367524","https://openalex.org/W2486570007","https://openalex.org/W2511594923","https://openalex.org/W2578818417","https://openalex.org/W2755958355","https://openalex.org/W2795807997","https://openalex.org/W2801702159","https://openalex.org/W2807556183","https://openalex.org/W2935668059","https://openalex.org/W2940553102","https://openalex.org/W4244201901","https://openalex.org/W4289751790","https://openalex.org/W6752102503"],"related_works":["https://openalex.org/W4200184607","https://openalex.org/W2508503355","https://openalex.org/W4206291213","https://openalex.org/W4287605407","https://openalex.org/W3114771222","https://openalex.org/W3097243301","https://openalex.org/W3025560445","https://openalex.org/W2737538696","https://openalex.org/W3215678666","https://openalex.org/W3194102186"],"abstract_inverted_index":{"Healthcare":[0],"enterprises":[1],"are":[2,74],"starting":[3],"to":[4,9,35,48,90,96],"adopt":[5],"cloud":[6,82,91,128],"computing":[7,43],"due":[8,95],"its":[10,115],"numerous":[11],"advantages":[12],"over":[13],"traditional":[14],"infrastructures.":[15],"This":[16,117],"has":[17],"become":[18],"a":[19,141],"necessity":[20],"because":[21],"of":[22,29,52,81,87,107],"the":[23,33,46,66,79,85,97,120,132],"increased":[24],"volume,":[25],"velocity":[26],"and":[27,32,39,61,71,104,110,130,136],"variety":[28],"healthcare":[30,88,100,108,124,143],"data,":[31,109],"need":[34,121],"facilitate":[36],"data":[37,53,59,63,101,125,144],"correlation":[38],"large-scale":[40],"analysis.":[41,64],"Cloud":[42],"infrastructures":[44,129],"have":[45],"power":[47],"offer":[49],"continuous":[50],"acquisition":[51,126],"from":[54],"multiple":[55],"heterogeneous":[56],"sources,":[57],"efficient":[58],"integration,":[60],"big":[62],"At":[65],"same":[67],"time,":[68],"security,":[69],"availability,":[70],"disaster":[72],"recovery":[73],"critical":[75],"factors":[76],"aiding":[77],"towards":[78],"adoption":[80],"computing.":[83],"However,":[84],"migration":[86],"workloads":[89],"is":[92],"not":[93],"straightforward":[94],"vagueness":[98],"in":[99],"standards,":[102],"heterogeneity":[103],"sensitive":[105],"nature":[106],"many":[111],"regulations":[112],"that":[113],"govern":[114],"usage.":[116],"paper":[118],"highlights":[119],"for":[122,139],"providing":[123],"using":[127],"presents":[131],"challenges,":[133],"requirements,":[134],"use-cases,":[135],"best":[137],"practices":[138],"building":[140],"state-of-the-art":[142],"ingestion":[145],"service":[146],"on":[147],"cloud.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}