{"id":"https://openalex.org/W4213180260","doi":"https://doi.org/10.1109/jiot.2022.3151667","title":"I-HARF: Intelligent and Hierarchical Framework for Adaptive Resource Facilitation in Edge-IoT Systems","display_name":"I-HARF: Intelligent and Hierarchical Framework for Adaptive Resource Facilitation in Edge-IoT Systems","publication_year":2022,"publication_date":"2022-02-16","ids":{"openalex":"https://openalex.org/W4213180260","doi":"https://doi.org/10.1109/jiot.2022.3151667"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2022.3151667","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2022.3151667","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-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/A5020423758","display_name":"Ismail AlQerm","orcid":"https://orcid.org/0000-0002-5960-0663"},"institutions":[{"id":"https://openalex.org/I208333798","display_name":"University of Missouri\u2013St. Louis","ror":"https://ror.org/037cnag11","country_code":"US","type":"education","lineage":["https://openalex.org/I208333798"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ismail AlQerm","raw_affiliation_strings":["Department of Computer Science, University of Missouri&#x2013;St. Louis, St. Louis, MO, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Missouri&#x2013;St. Louis, St. Louis, MO, USA","institution_ids":["https://openalex.org/I208333798"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101469265","display_name":"Jianli Pan","orcid":"https://orcid.org/0000-0003-4881-5711"},"institutions":[{"id":"https://openalex.org/I208333798","display_name":"University of Missouri\u2013St. Louis","ror":"https://ror.org/037cnag11","country_code":"US","type":"education","lineage":["https://openalex.org/I208333798"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jianli Pan","raw_affiliation_strings":["Department of Computer Science, University of Missouri&#x2013;St. Louis, St. Louis, MO, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Missouri&#x2013;St. Louis, St. Louis, MO, USA","institution_ids":["https://openalex.org/I208333798"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5020423758"],"corresponding_institution_ids":["https://openalex.org/I208333798"],"apc_list":null,"apc_paid":null,"fwci":0.6907,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.69507274,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"10","issue":"5","first_page":"3954","last_page":"3967"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9987999796867371,"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":0.9987999796867371,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9983999729156494,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9943000078201294,"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/computer-science","display_name":"Computer science","score":0.7843295335769653},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.7157048583030701},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.7051889896392822},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.6391263008117676},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6315547823905945},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5589780807495117},{"id":"https://openalex.org/keywords/facilitation","display_name":"Facilitation","score":0.5388275384902954},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.4257062077522278},{"id":"https://openalex.org/keywords/roaming","display_name":"Roaming","score":0.42306458950042725},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.38824039697647095},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1824764609336853},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.09823355078697205},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09470540285110474}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7843295335769653},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.7157048583030701},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.7051889896392822},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.6391263008117676},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6315547823905945},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5589780807495117},{"id":"https://openalex.org/C1337776","wikidata":"https://www.wikidata.org/wiki/Q1941955","display_name":"Facilitation","level":2,"score":0.5388275384902954},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4257062077522278},{"id":"https://openalex.org/C194498986","wikidata":"https://www.wikidata.org/wiki/Q680016","display_name":"Roaming","level":2,"score":0.42306458950042725},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.38824039697647095},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1824764609336853},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.09823355078697205},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09470540285110474},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2022.3151667","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2022.3151667","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5099999904632568,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G7291102860","display_name":null,"funder_award_id":"1909520","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W2064675550","https://openalex.org/W2076063813","https://openalex.org/W2591960928","https://openalex.org/W2744868381","https://openalex.org/W2778138942","https://openalex.org/W2781726626","https://openalex.org/W2787938642","https://openalex.org/W2804985843","https://openalex.org/W2891123429","https://openalex.org/W2896918824","https://openalex.org/W2897500530","https://openalex.org/W2898652425","https://openalex.org/W2908290656","https://openalex.org/W2912213068","https://openalex.org/W2913740539","https://openalex.org/W2917483248","https://openalex.org/W2920581164","https://openalex.org/W2924384958","https://openalex.org/W2932097000","https://openalex.org/W2941971445","https://openalex.org/W2944311919","https://openalex.org/W2953904117","https://openalex.org/W2960944858","https://openalex.org/W2962804345","https://openalex.org/W2963334314","https://openalex.org/W2963620705","https://openalex.org/W2968424451","https://openalex.org/W2968450700","https://openalex.org/W2970759804","https://openalex.org/W2975241278","https://openalex.org/W2981309377","https://openalex.org/W2981618170","https://openalex.org/W2982509715","https://openalex.org/W2996431531","https://openalex.org/W3000480525","https://openalex.org/W3005624551","https://openalex.org/W3010301175","https://openalex.org/W3010723141","https://openalex.org/W3012434840","https://openalex.org/W3015366655","https://openalex.org/W3024681024","https://openalex.org/W3036866442","https://openalex.org/W3045546031","https://openalex.org/W3092311181","https://openalex.org/W3095323142","https://openalex.org/W3100366369","https://openalex.org/W3105504538","https://openalex.org/W3118727533","https://openalex.org/W3135453822","https://openalex.org/W3144845068","https://openalex.org/W3168768468","https://openalex.org/W4214717370","https://openalex.org/W6684921986","https://openalex.org/W6747473740","https://openalex.org/W6748839928","https://openalex.org/W6767334564"],"related_works":["https://openalex.org/W3154796165","https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W3111395152","https://openalex.org/W4313526662","https://openalex.org/W4313463218","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W4205963435","https://openalex.org/W4312996489"],"abstract_inverted_index":{"Edge":[0,53],"computing":[1],"is":[2,22],"being":[3],"used":[4],"to":[5,13,49,64,79,104,129,177,188,242],"facilitate":[6,219],"closer":[7],"computing,":[8],"storage,":[9],"and":[10,51,61,72,120,139,149,156,184,196,200,205,209,226],"networking":[11],"resources":[12,60,222],"support":[14],"various":[15],"IoT":[16,32,84,110,144,198],"applications":[17,145],"including":[18,133],"delay-sensitive":[19],"ones.":[20],"It":[21],"envisioned":[23],"that":[24,46,127,217,239],"the":[25,81,92,106,109,159,166,172,190,193,197,220,243],"future":[26],"Edge-IoT":[27,131,245],"systems":[28],"will":[29],"incorporate":[30],"heterogeneous":[31],"devices":[33,85],"distributed":[34],"over":[35],"multiple":[36],"geographical":[37],"zones":[38],"of":[39,83,108,143,192],"certain":[40],"institutions":[41],"with":[42,58],"edge":[43,96,194,221],"resource":[44,101,122,141,173,237],"demands":[45,107],"vary":[47],"according":[48,241],"time":[50,148],"location.":[52,150],"servers":[54,97,195],"(resource":[55],"facilitators)":[56],"are":[57,62],"limited":[59],"susceptible":[63],"\u201coutlandish\u201d":[65],"situations,":[66,132,135],"such":[67],"as":[68],"service":[69],"overloading,":[70],"outage,":[71],"external":[73],"attacks;":[74],"they":[75],"may":[76],"also":[77],"have":[78],"handle":[80],"roaming":[82],"among":[86],"different":[87],"zones.":[88],"These":[89],"situations":[90],"induce":[91],"need":[93],"for":[94],"alternative":[95],"using":[98],"an":[99,153],"adaptive":[100,154,236],"facilitation":[102,123,155,160,174,238],"scheme":[103],"fulfill":[105],"applications.":[111],"In":[112],"this":[113],"article,":[114],"we":[115],"develop":[116],"a":[117,203],"novel":[118,182,204],"intelligent":[119],"hierarchical":[121,167],"framework":[124],"named":[125],"I-HARF":[126,151],"adapts":[128],"dynamic":[130,244],"outlandish":[134],"mobility,":[136],"application\u2019s":[137],"sensitivity,":[138],"varying":[140],"demand":[142],"based":[146],"on":[147],"achieves":[152],"holistically":[157],"addresses":[158],"technical":[161],"barriers":[162],"by:":[163],"1)":[164],"adopting":[165],"structure":[168],"which":[169],"efficiently":[170],"migrates":[171],"from":[175],"intrazone":[176,183,225],"interzone":[178,185],"levels;":[179],"2)":[180],"extending":[181],"optimization":[186],"models":[187],"boost":[189],"utilities":[191],"applications;":[199],"3)":[201],"developing":[202],"unique":[206],"actor":[207],"dual-critic":[208],"collective":[210],"actor\u2013critic":[211],"deep":[212],"reinforcement":[213],"learning":[214],"(DRL)":[215],"designs":[216],"intelligently":[218],"in":[223],"both":[224],"interzone,":[227],"respectively.":[228],"The":[229],"evaluation":[230],"results":[231],"demonstrate":[232],"I-HARF\u2019s":[233],"capability":[234],"enabling":[235],"adjusts":[240],"situations.":[246]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
