乐胖代购免代理版

{"id":"https://openalex.org/W4391345270","doi":"https://doi.org/10.3390/s24030865","title":"Smart Resource Allocation in Mobile Cloud Next-Generation Network (NGN) Orchestration with Context-Aware Data and Machine Learning for the Cost Optimization of Microservice Applications","display_name":"Smart Resource Allocation in Mobile Cloud Next-Generation Network (NGN) Orchestration with Context-Aware Data and Machine Learning for the Cost Optimization of Microservice Applications","publication_year":2024,"publication_date":"2024-01-29","ids":{"openalex":"https://openalex.org/W4391345270","doi":"https://doi.org/10.3390/s24030865","pmid":"https://pubmed.ncbi.nlm.nih.gov/38339582"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24030865","pdf_url":"https://www.mdpi.com/1424-8220/24/3/865/pdf?version=1706517984","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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},"type":"article","type_crossref":"journal-article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/24/3/865/pdf?version=1706517984","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051807223","display_name":"Mahmood ul Hassan","orcid":"https://orcid.org/0000-0002-8459-1471"},"institutions":[{"id":"https://openalex.org/I47164929","display_name":"Najran University","ror":"https://ror.org/05edw4a90","country_code":"SA","type":"education","lineage":["https://openalex.org/I47164929"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mahmood Ul Hassan","raw_affiliation_strings":["Department of Computer Skills, Deanship of Preparatory Year, Najran University, Najran 66241, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Skills, Deanship of Preparatory Year, Najran University, Najran 66241, Saudi Arabia","institution_ids":["https://openalex.org/I47164929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034680308","display_name":"Amin A. Al-Awady","orcid":null},"institutions":[{"id":"https://openalex.org/I47164929","display_name":"Najran University","ror":"https://ror.org/05edw4a90","country_code":"SA","type":"education","lineage":["https://openalex.org/I47164929"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Amin A. Al-Awady","raw_affiliation_strings":["Department of Computer Skills, Deanship of Preparatory Year, Najran University, Najran 66241, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Skills, Deanship of Preparatory Year, Najran University, Najran 66241, Saudi Arabia","institution_ids":["https://openalex.org/I47164929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024673301","display_name":"Abid Ali","orcid":"https://orcid.org/0000-0003-2917-6598"},"institutions":[{"id":"https://openalex.org/I173207729","display_name":"University of Engineering and Technology Taxila","ror":"https://ror.org/03v00ka07","country_code":"PK","type":"education","lineage":["https://openalex.org/I173207729"]},{"id":"https://openalex.org/I2801349156","display_name":"University of Haripur","ror":"https://ror.org/05vtb1235","country_code":"PK","type":"education","lineage":["https://openalex.org/I2801349156"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Abid Ali","raw_affiliation_strings":["Department of Computer Science, Govt. A.N.K. (S) Degree College K.T.S., Haripur 22620, Pakistan","Department of Computer Science, University of Engineering and Technology, Taxila 48080, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Engineering and Technology, Taxila 48080, Pakistan","institution_ids":["https://openalex.org/I173207729"]},{"raw_affiliation_string":"Department of Computer Science, Govt. A.N.K. (S) Degree College K.T.S., Haripur 22620, Pakistan","institution_ids":["https://openalex.org/I2801349156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033576019","display_name":"Muhammad Munwar Iqbal","orcid":"https://orcid.org/0000-0001-7212-1408"},"institutions":[{"id":"https://openalex.org/I173207729","display_name":"University of Engineering and Technology Taxila","ror":"https://ror.org/03v00ka07","country_code":"PK","type":"education","lineage":["https://openalex.org/I173207729"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Munwar Iqbal","raw_affiliation_strings":["Department of Computer Science, University of Engineering and Technology, Taxila 48080, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Engineering and Technology, Taxila 48080, Pakistan","institution_ids":["https://openalex.org/I173207729"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043842150","display_name":"Muhammad Akram","orcid":"https://orcid.org/0000-0002-2191-3461"},"institutions":[{"id":"https://openalex.org/I47164929","display_name":"Najran University","ror":"https://ror.org/05edw4a90","country_code":"SA","type":"education","lineage":["https://openalex.org/I47164929"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Muhammad Akram","raw_affiliation_strings":["Department of Computer Science, College of Computer Science and Information Systems, Najran University, Najran 66241, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computer Science and Information Systems, Najran University, Najran 66241, Saudi Arabia","institution_ids":["https://openalex.org/I47164929"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013523005","display_name":"Harun Jamil","orcid":"https://orcid.org/0009-0001-8685-4407"},"institutions":[{"id":"https://openalex.org/I83202590","display_name":"Jeju National University","ror":"https://ror.org/05hnb4n85","country_code":"KR","type":"education","lineage":["https://openalex.org/I83202590"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Harun Jamil","raw_affiliation_strings":["Department of Electronic Engineering, Jeju National University, Jeju-si 63243, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Jeju National University, Jeju-si 63243, Republic of Korea","institution_ids":["https://openalex.org/I83202590"]}]}],"institution_assertions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5024673301"],"corresponding_institution_ids":["https://openalex.org/I173207729","https://openalex.org/I2801349156"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598,"provenance":"doaj"},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598,"provenance":"doaj"},"fwci":6.899,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":3,"citation_normalized_percentile":{"value":0.999935,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"24","issue":"3","first_page":"865","last_page":"865"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9996,"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":0.9996,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9915,"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/T13553","display_name":"Age of Information Optimization","score":0.986,"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/microservices","display_name":"Microservices","score":0.52856076},{"id":"https://openalex.org/keywords/mobile-cloud-computing","display_name":"Mobile Cloud Computing","score":0.45208684}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8675772},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6019003},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5913142},{"id":"https://openalex.org/C2778505942","wikidata":"https://www.wikidata.org/wiki/Q18344624","display_name":"Microservices","level":3,"score":0.52856076},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4659043},{"id":"https://openalex.org/C2779191767","wikidata":"https://www.wikidata.org/wiki/Q6887075","display_name":"Mobile cloud computing","level":3,"score":0.45208684},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4301471},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.18459919},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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":3,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24030865","pdf_url":"https://www.mdpi.com/1424-8220/24/3/865/pdf?version=1706517984","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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},{"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10857058","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":["National Institutes of Health"],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38339582","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":["National Institutes of Health"],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24030865","pdf_url":"https://www.mdpi.com/1424-8220/24/3/865/pdf?version=1706517984","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":39,"referenced_works":["https://openalex.org/W2945070927","https://openalex.org/W2971653411","https://openalex.org/W2980804824","https://openalex.org/W3001448272","https://openalex.org/W3006954609","https://openalex.org/W3015136083","https://openalex.org/W3048804374","https://openalex.org/W3118295370","https://openalex.org/W3119051141","https://openalex.org/W3139484821","https://openalex.org/W3153152122","https://openalex.org/W3157130678","https://openalex.org/W3175700209","https://openalex.org/W3186745796","https://openalex.org/W3212797097","https://openalex.org/W3216778244","https://openalex.org/W4200287782","https://openalex.org/W4200604808","https://openalex.org/W4205895944","https://openalex.org/W4210354420","https://openalex.org/W4210401277","https://openalex.org/W4210747461","https://openalex.org/W4220944083","https://openalex.org/W4281643310","https://openalex.org/W4283659849","https://openalex.org/W4285492978","https://openalex.org/W4293193535","https://openalex.org/W4306812217","https://openalex.org/W4307634442","https://openalex.org/W4307918881","https://openalex.org/W4312052496","https://openalex.org/W4313435371","https://openalex.org/W4318014829","https://openalex.org/W4323663873","https://openalex.org/W4323768091","https://openalex.org/W4362673056","https://openalex.org/W4376141793","https://openalex.org/W4379746261","https://openalex.org/W4390562218"],"related_works":["https://openalex.org/W4367181468","https://openalex.org/W4293799853","https://openalex.org/W4225586032","https://openalex.org/W4210334847","https://openalex.org/W3181741639","https://openalex.org/W3119944216","https://openalex.org/W3003367851","https://openalex.org/W2994988622","https://openalex.org/W2767473057","https://openalex.org/W1492892507"],"abstract_inverted_index":{"Mobile":[0],"cloud":[1,269],"computing":[2,270],"(MCC)":[3],"provides":[4],"resources":[5],"to":[6,8,38,62,92,129,143,209,218],"users":[7],"handle":[9],"smart":[10],"mobile":[11,21,117,268],"applications.":[12,26],"In":[13],"MCC,":[14],"task":[15,46,64,90,96,113,196],"scheduling":[16,55,101,114],"is":[17,140],"the":[18,71,104,136,145,160,163,180,220,223,233],"solution":[19],"for":[20,110,264],"users\u2019":[22],"context-aware":[23,76],"computation":[24],"resource-rich":[25],"Most":[27],"existing":[28,190],"approaches":[29],"have":[30],"achieved":[31],"a":[32,39,48,111,227],"moderate":[33],"service":[34,77,228,240],"reliability":[35],"rate":[36,182,230,242,247],"due":[37,61],"lack":[40],"of":[41,107,135,151,156,162,222,231,259],"instance-centric":[42,82],"resource":[43],"estimations":[44],"and":[45,123,148,171,185,195,205,243,261],"offloading,":[47,168],"statistical":[49],"NP-hard":[50,59],"problem.":[51],"The":[52,84,98,175,199,252],"current":[53],"intelligent":[54],"process":[56],"cannot":[57],"address":[58,68],"problems":[60],"traditional":[63],"offloading":[65,78,197,241,266],"approaches.":[66,251],"To":[67],"this":[69],"problem,":[70],"authors":[72],"design":[73],"an":[74,237],"efficient":[75,193],"approach":[79],"based":[80,166],"on":[81,167],"measurements.":[83],"revised":[85],"machine":[86],"learning":[87,181],"model/algorithm":[88],"employs":[89],"adaptation":[91],"make":[93],"decisions":[94],"regarding":[95],"offloading.":[97],"proposed":[99,164,200,224,234,253],"MCVS":[100],"algorithm":[102],"predicts":[103],"usage":[105,246],"rates":[106],"individual":[108,152],"microservices":[109,211],"practical":[112],"scheme,":[115],"considering":[116],"device":[118],"time,":[119],"cost,":[120],"network,":[121],"location,":[122],"central":[124],"processing":[125],"unit":[126],"(CPU)":[127],"power":[128],"train":[130],"data.":[131],"One":[132],"notable":[133],"feature":[134],"microservice":[137,265],"software":[138],"architecture":[139],"its":[141],"capacity":[142],"facilitate":[144],"scalability,":[146],"flexibility,":[147],"independent":[149],"deployment":[150],"components.":[153],"A":[154],"series":[155],"simulation":[157],"results":[158,177,215],"show":[159,179],"efficiency":[161,256],"technique":[165],"CPU":[169,245],"usage,":[170],"execution":[172],"time":[173],"metrics.":[174],"experimental":[176],"efficiently":[178],"in":[183,187,212,257,267],"training":[184,194],"testing":[186],"comparison":[188],"with":[189,249],"approaches,":[191],"showing":[192],"phases.":[198],"system":[201],"has":[202],"lower":[203],"costs":[204],"uses":[206],"less":[207],"energy":[208,262],"offload":[210],"MCC.":[213],"Graphical":[214],"are":[216],"presented":[217],"define":[219],"effectiveness":[221],"model.":[225],"For":[226],"arrival":[229],"80%,":[232],"model":[235],"achieves":[236],"average":[238],"4.5%":[239],"0.18%":[244],"compared":[248],"state-of-the-art":[250],"method":[254],"demonstrates":[255],"terms":[258],"cost":[260],"savings":[263],"(MCC).":[271]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4391345270","counts_by_year":[{"year":2024,"cited_by_count":3}],"updated_date":"2024-12-09T05:08:47.388033","created_date":"2024-01-31"}