{"id":"https://openalex.org/W4409012317","doi":"https://doi.org/10.3390/bdcc9040080","title":"Optimized Resource Allocation Algorithm for a Deadline-Aware IoT Healthcare Model","display_name":"Optimized Resource Allocation Algorithm for a Deadline-Aware IoT Healthcare Model","publication_year":2025,"publication_date":"2025-03-30","ids":{"openalex":"https://openalex.org/W4409012317","doi":"https://doi.org/10.3390/bdcc9040080"},"language":"en","primary_location":{"id":"doi:10.3390/bdcc9040080","is_oa":true,"landing_page_url":"https://doi.org/10.3390/bdcc9040080","pdf_url":"https://www.mdpi.com/2504-2289/9/4/80/pdf?version=1743328777","source":{"id":"https://openalex.org/S4210238752","display_name":"Big Data and Cognitive Computing","issn_l":"2504-2289","issn":["2504-2289"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data and Cognitive Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2504-2289/9/4/80/pdf?version=1743328777","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5116858336","display_name":"Amal EL-Natat","orcid":null},"institutions":[{"id":"https://openalex.org/I338016083","display_name":"University of Sadat City","ror":"https://ror.org/05p2q6194","country_code":"EG","type":"education","lineage":["https://openalex.org/I338016083"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Amal EL-Natat","raw_affiliation_strings":["Computer Science Department, Faculty of Computing and Artificial Intelligence, Sadat City University, Sadat City 32897, Egypt","Computer Science Dept., Faculty of Computing and Artificial Intelligence, Sadat City University, Sadat City 32897, Egypt"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Faculty of Computing and Artificial Intelligence, Sadat City University, Sadat City 32897, Egypt","institution_ids":["https://openalex.org/I338016083"]},{"raw_affiliation_string":"Computer Science Dept., Faculty of Computing and Artificial Intelligence, Sadat City University, Sadat City 32897, Egypt","institution_ids":["https://openalex.org/I338016083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080750019","display_name":"Nirmeen A. El\u2010Bahnasawy","orcid":"https://orcid.org/0000-0002-4542-323X"},"institutions":[{"id":"https://openalex.org/I63601056","display_name":"Menoufia University","ror":"https://ror.org/05sjrb944","country_code":"EG","type":"education","lineage":["https://openalex.org/I63601056"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Nirmeen A. El-Bahnasawy","raw_affiliation_strings":["Computer Science & Engineering Department, Faculty of Electronic Engineering, Menoufia University, Menouf 32952, Egypt","Computer Science & Eng. Department, Faculty of Electronic Eng., Menoufia University, Menouf 32952, Egypt"],"affiliations":[{"raw_affiliation_string":"Computer Science & Engineering Department, Faculty of Electronic Engineering, Menoufia University, Menouf 32952, Egypt","institution_ids":["https://openalex.org/I63601056"]},{"raw_affiliation_string":"Computer Science & Eng. Department, Faculty of Electronic Eng., Menoufia University, Menouf 32952, Egypt","institution_ids":["https://openalex.org/I63601056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037019550","display_name":"Ayman El\u2010Sayed","orcid":"https://orcid.org/0000-0002-4437-259X"},"institutions":[{"id":"https://openalex.org/I63601056","display_name":"Menoufia University","ror":"https://ror.org/05sjrb944","country_code":"EG","type":"education","lineage":["https://openalex.org/I63601056"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ayman El-Sayed","raw_affiliation_strings":["Computer Science & Engineering Department, Faculty of Electronic Engineering, Menoufia University, Menouf 32952, Egypt","Computer Science & Eng. Department, Faculty of Electronic Eng., Menoufia University, Menouf 32952, Egypt"],"affiliations":[{"raw_affiliation_string":"Computer Science & Engineering Department, Faculty of Electronic Engineering, Menoufia University, Menouf 32952, Egypt","institution_ids":["https://openalex.org/I63601056"]},{"raw_affiliation_string":"Computer Science & Eng. Department, Faculty of Electronic Eng., Menoufia University, Menouf 32952, Egypt","institution_ids":["https://openalex.org/I63601056"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002363875","display_name":"Sahar Elkazzaz","orcid":null},"institutions":[{"id":"https://openalex.org/I63601056","display_name":"Menoufia University","ror":"https://ror.org/05sjrb944","country_code":"EG","type":"education","lineage":["https://openalex.org/I63601056"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Sahar Elkazzaz","raw_affiliation_strings":["Computer Science & Engineering Department, Faculty of Electronic Engineering, Menoufia University, Menouf 32952, Egypt","Computer Science & Eng. Department, Faculty of Electronic Eng., Menoufia University, Menouf 32952, Egypt"],"affiliations":[{"raw_affiliation_string":"Computer Science & Engineering Department, Faculty of Electronic Engineering, Menoufia University, Menouf 32952, Egypt","institution_ids":["https://openalex.org/I63601056"]},{"raw_affiliation_string":"Computer Science & Eng. Department, Faculty of Electronic Eng., Menoufia University, Menouf 32952, Egypt","institution_ids":["https://openalex.org/I63601056"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5116858336"],"corresponding_institution_ids":["https://openalex.org/I338016083"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05662712,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":"4","first_page":"80","last_page":"80"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.666100025177002,"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":0.666100025177002,"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/internet-of-things","display_name":"Internet of Things","score":0.7281489372253418},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7224136590957642},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5679078102111816},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4815700054168701},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.46820929646492004},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3993346095085144},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3823765516281128},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.22966158390045166}],"concepts":[{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.7281489372253418},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7224136590957642},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5679078102111816},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4815700054168701},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.46820929646492004},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3993346095085144},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3823765516281128},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.22966158390045166},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/bdcc9040080","is_oa":true,"landing_page_url":"https://doi.org/10.3390/bdcc9040080","pdf_url":"https://www.mdpi.com/2504-2289/9/4/80/pdf?version=1743328777","source":{"id":"https://openalex.org/S4210238752","display_name":"Big Data and Cognitive Computing","issn_l":"2504-2289","issn":["2504-2289"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data and Cognitive Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8aa9a89754444c31971d2970e25a0e17","is_oa":true,"landing_page_url":"https://doaj.org/article/8aa9a89754444c31971d2970e25a0e17","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Big Data and Cognitive Computing, Vol 9, Iss 4, p 80 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/bdcc9040080","is_oa":true,"landing_page_url":"https://doi.org/10.3390/bdcc9040080","pdf_url":"https://www.mdpi.com/2504-2289/9/4/80/pdf?version=1743328777","source":{"id":"https://openalex.org/S4210238752","display_name":"Big Data and Cognitive Computing","issn_l":"2504-2289","issn":["2504-2289"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data and Cognitive Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4409012317.pdf"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W2198252115","https://openalex.org/W2287303067","https://openalex.org/W2589833354","https://openalex.org/W2619568410","https://openalex.org/W2745223473","https://openalex.org/W2753968620","https://openalex.org/W2782347140","https://openalex.org/W2796447772","https://openalex.org/W2799283631","https://openalex.org/W2898424867","https://openalex.org/W2902449372","https://openalex.org/W2905838702","https://openalex.org/W2910541158","https://openalex.org/W2913196913","https://openalex.org/W2917087378","https://openalex.org/W2922190789","https://openalex.org/W2937992155","https://openalex.org/W2943107178","https://openalex.org/W2946335480","https://openalex.org/W2966888628","https://openalex.org/W2991095396","https://openalex.org/W3001573277","https://openalex.org/W3018115006","https://openalex.org/W3126132476","https://openalex.org/W3133596308","https://openalex.org/W3184835307","https://openalex.org/W4206480165","https://openalex.org/W4213179670","https://openalex.org/W4213227084","https://openalex.org/W4225287888","https://openalex.org/W4242685014","https://openalex.org/W4295035313","https://openalex.org/W4297832858","https://openalex.org/W4312040382","https://openalex.org/W6691402180","https://openalex.org/W6738613603","https://openalex.org/W6809721072"],"related_works":["https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2625093826","https://openalex.org/W4200598720","https://openalex.org/W2921026492","https://openalex.org/W4247463117","https://openalex.org/W4361251261","https://openalex.org/W3031181660","https://openalex.org/W4238100021"],"abstract_inverted_index":{"In":[0,54,80],"recent":[1],"years,":[2],"the":[3,111,121,124,145,152,157],"healthcare":[4,55,98],"market":[5],"has":[6],"grown":[7],"very":[8],"fast":[9],"and":[10,23,50,62,72,93,119],"is":[11,127],"dealing":[12],"with":[13,27,142,168],"a":[14,86,101],"huge":[15],"increase":[16],"in":[17,43,100,133,160],"data.":[18],"Healthcare":[19],"applications":[20,99],"are":[21,59,70],"time-sensitive":[22,71],"need":[24,63,73],"quick":[25],"responses":[26],"fewer":[28],"delays.":[29],"Fog":[30],"Computing":[31],"(FC)":[32],"was":[33,140],"introduced":[34],"to":[35,64,74,114,131,174],"achieve":[36],"this":[37,81],"aim.":[38],"It":[39,104],"can":[40,155],"be":[41,65,75],"applied":[42],"various":[44],"application":[45],"areas":[46],"like":[47,166],"healthcare,":[48],"smart":[49],"intelligent":[51],"environments,":[52],"etc.":[53,178],"applications,":[56],"some":[57,143,163],"tasks":[58,69,108,117],"considered":[60],"critical":[61,112,116],"processed":[66,76],"first;":[67],"other":[68],"before":[77],"their":[78],"deadline.":[79],"paper,":[82],"we":[83],"have":[84],"proposed":[85,153],"Task":[87],"Classification":[88],"algorithm":[89,154],"based":[90,109],"on":[91,106,110],"Deadline":[92],"Criticality":[94],"(TCDC)":[95],"for":[96],"serving":[97],"fog":[102],"environment.":[103],"depends":[105],"classifying":[107],"level":[113],"process":[115],"first":[118],"considers":[120],"deadline":[122],"of":[123,138,144,162],"task,":[125],"which":[126],"an":[128,169],"essential":[129],"parameter":[130],"consider":[132],"real-time":[134],"applications.":[135],"The":[136,147],"performance":[137,159],"TCDC":[139],"compared":[141],"literature.":[146],"simulation":[148],"results":[149],"showed":[150],"that":[151],"improve":[156],"overall":[158],"terms":[161],"QoS":[164],"parameters":[165],"makespan":[167],"improved":[170],"ratio":[171],"from":[172],"60%":[173],"70%,":[175],"resource":[176],"utilization,":[177]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}