{"id":"https://openalex.org/W3046050825","doi":"https://doi.org/10.1109/ipdpsw50202.2020.00011","title":"HCW 2020 Keynote Speaker Edge Intelligence Empowering IoT Data Analytics","display_name":"HCW 2020 Keynote Speaker Edge Intelligence Empowering IoT Data Analytics","publication_year":2020,"publication_date":"2020-05-01","ids":{"openalex":"https://openalex.org/W3046050825","doi":"https://doi.org/10.1109/ipdpsw50202.2020.00011","mag":"3046050825"},"language":"en","primary_location":{"id":"doi:10.1109/ipdpsw50202.2020.00011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipdpsw50202.2020.00011","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)","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/A5015993565","display_name":"Albert Y. Zomaya","orcid":"https://orcid.org/0000-0002-3090-1059"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Albert Y. Zomaya","raw_affiliation_strings":["Centre for Distributed & High Performance Computing School of Computer Science, University of Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"Centre for Distributed & High Performance Computing School of Computer Science, University of Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5015993565"],"corresponding_institution_ids":["https://openalex.org/I129604602"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12357914,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.8687999844551086,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.8687999844551086,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.8531000018119812,"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/computer-science","display_name":"Computer science","score":0.7421184778213501},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6312848925590515},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.6187646985054016},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6126527786254883},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.592816948890686},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5510490536689758},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5275689363479614},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5104457139968872},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.502497673034668},{"id":"https://openalex.org/keywords/multitude","display_name":"Multitude","score":0.4555678069591522},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.45177194476127625},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.40556806325912476},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3483755588531494},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.17676913738250732}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7421184778213501},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6312848925590515},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.6187646985054016},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6126527786254883},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.592816948890686},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5510490536689758},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5275689363479614},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5104457139968872},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.502497673034668},{"id":"https://openalex.org/C2780565519","wikidata":"https://www.wikidata.org/wiki/Q1208937","display_name":"Multitude","level":2,"score":0.4555678069591522},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.45177194476127625},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.40556806325912476},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3483755588531494},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.17676913738250732},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ipdpsw50202.2020.00011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipdpsw50202.2020.00011","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5600000023841858,"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":0,"referenced_works":[],"related_works":["https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W3111395152","https://openalex.org/W4313526662","https://openalex.org/W4313463218","https://openalex.org/W4312996489","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W4205963435","https://openalex.org/W2893963003"],"abstract_inverted_index":{"Along":[0],"with":[1],"the":[2,11,48,61,89,116,132,157,206,223],"many":[3],"developments":[4],"in":[5,29,44,178,211],"computing":[6],"and":[7,10,47,79,93,121,136,174],"communication":[8],"technologies":[9],"surge":[12],"of":[13,27,50,55,57,67,70,91,128,134,159,169,183,208,228,233],"mobile":[14],"devices,":[15,72],"a":[16,25,68,85,166,171,179,203],"brand":[17],"new":[18,51],"paradigm,":[19],"Edge":[20,102,220],"Computing":[21],"(EC),":[22],"has":[23],"gained":[24],"lot":[26],"momentum":[28],"recent":[30],"times.":[31],"In":[32],"parallel,":[33],"Artificial":[34],"Intelligence":[35,103],"(AI)":[36],"applications":[37,193],"have":[38,195],"been":[39],"thriving":[40],"fuelled":[41],"by":[42,145,156],"breakthroughs":[43],"deep":[45],"learning":[46],"emergence":[49],"hardware":[52],"architectures.":[53],"Billions":[54],"bytes":[56],"data,":[58],"generated":[59,155],"at":[60],"network":[62],"edge":[63],"which":[64,82,194],"is":[65,98,113,222],"composed":[66],"multitude":[69],"heterogeneous":[71],"put":[73],"great":[74],"demands":[75],"on":[76,153],"data":[77,154],"processing":[78],"structural":[80],"optimization":[81],"led":[83],"to":[84,96,139,205,225],"genuine":[86],"demand":[87],"for":[88,131,190],"integration":[90],"EC":[92],"AI":[94],"leading":[95],"what":[97],"known":[99],"today":[100],"as":[101],"(EI).":[104],"n":[105],"this":[106],"talk,":[107],"I":[108,123,215],"will":[109,124,216],"discuss":[110],"how":[111,138,170],"EI":[112,135],"rapidly":[114],"increasing":[115],"convergence":[117],"between":[118],"humans,":[119],"things,":[120],"Al.":[122],"briefly":[125],"review":[126],"some":[127],"our":[129],"designs":[130],"development":[133],"present":[137],"rethink":[140],"decisions":[141],"that":[142,218],"are":[143],"made":[144],"\"black":[146],"box\"":[147],"Al":[148,221],"approaches":[149],"when":[150],"implementing":[151],"analytics":[152],"Internet":[158],"Things":[160],"(IoT).":[161],"This":[162],"does":[163],"not":[164,186],"provide":[165],"clear":[167],"explanation":[168,184],"method":[172],"works":[173],"why":[175],"it":[176,200],"behaves":[177],"certain":[180],"way.":[181],"Lack":[182],"might":[185],"be":[187,202],"an":[188,229],"issue":[189],"those":[191],"IoT":[192,234],"less":[196],"privacy":[197],"constraints,":[198],"but":[199],"can":[201],"barrier":[204],"adoption":[207],"such":[209],"systems":[210],"highly":[212],"regulated":[213],"domains.":[214],"argue":[217],"explainable":[219],"key":[224],"social":[226],"acceptance":[227],"even":[230],"wider":[231],"deployment":[232],"applications.":[235]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}