{"id":"https://openalex.org/W7125154879","doi":"https://doi.org/10.1002/cpe.70561","title":"<scp>CLOUD SMART</scp> : A Dynamic Scheduling Framework for Minimizing Response Time in Cloud Environments","display_name":"<scp>CLOUD SMART</scp> : A Dynamic Scheduling Framework for Minimizing Response Time in Cloud Environments","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7125154879","doi":"https://doi.org/10.1002/cpe.70561"},"language":"en","primary_location":{"id":"doi:10.1002/cpe.70561","is_oa":false,"landing_page_url":"https://doi.org/10.1002/cpe.70561","pdf_url":null,"source":{"id":"https://openalex.org/S11065456","display_name":"Concurrency and Computation Practice and Experience","issn_l":"1532-0626","issn":["1532-0626","1532-0634"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Concurrency and Computation: Practice and Experience","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/A5047348030","display_name":"Saha Anuradha","orcid":null},"institutions":[{"id":"https://openalex.org/I145286018","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/050113w36","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"S. Anuradha","raw_affiliation_strings":["Department of Computer Science and Applications SRM Institute of Science and Technology (FSH)  Chennai Tamilnadu India"],"raw_orcid":"https://orcid.org/0009-0008-2507-5136","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Applications SRM Institute of Science and Technology (FSH)  Chennai Tamilnadu India","institution_ids":["https://openalex.org/I145286018"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123508829","display_name":"K. Unnikrishnan","orcid":null},"institutions":[{"id":"https://openalex.org/I180771373","display_name":"Government Medical College","ror":"https://ror.org/05w6g2m14","country_code":"IN","type":"education","lineage":["https://openalex.org/I180771373"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K. Unnikrishnan","raw_affiliation_strings":["Department of Computer Science and Engineering Rajiv Gandhi Institute of Technology, Government Engineering College  Kottayam Kerala India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering Rajiv Gandhi Institute of Technology, Government Engineering College  Kottayam Kerala India","institution_ids":["https://openalex.org/I180771373"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110972017","display_name":"S. Reshma","orcid":null},"institutions":[{"id":"https://openalex.org/I4210121405","display_name":"Centre for Artificial Intelligence and Robotics","ror":"https://ror.org/01xnbq218","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1340206300","https://openalex.org/I4210121405","https://openalex.org/I4210150591"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Reshma","raw_affiliation_strings":["Department of Artificial Intelligence and Machine Learning Dayananda Sagar College of Engineering  Bangalore India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Machine Learning Dayananda Sagar College of Engineering  Bangalore India","institution_ids":["https://openalex.org/I4210121405"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123517185","display_name":"O. Bhaskaru","orcid":null},"institutions":[{"id":"https://openalex.org/I149313025","display_name":"Vignan's Foundation for Science, Technology & Research","ror":"https://ror.org/03bzf1g85","country_code":"IN","type":"education","lineage":["https://openalex.org/I149313025"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"O. Bhaskaru","raw_affiliation_strings":["Department of CSE Vignan's Foundation for Science, Technology and Research  Guntur Andhra Pradesh India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of CSE Vignan's Foundation for Science, Technology and Research  Guntur Andhra Pradesh India","institution_ids":["https://openalex.org/I149313025"]}]},{"author_position":"last","author":{"id":null,"display_name":"Richa Sharma","orcid":null},"institutions":[{"id":"https://openalex.org/I110360157","display_name":"Lovely Professional University","ror":"https://ror.org/00et6q107","country_code":"IN","type":"education","lineage":["https://openalex.org/I110360157"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Richa Sharma","raw_affiliation_strings":["School of Computer Science and Engineering Lovely Professional University  Phagwara India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering Lovely Professional University  Phagwara India","institution_ids":["https://openalex.org/I110360157"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5047348030"],"corresponding_institution_ids":["https://openalex.org/I145286018"],"apc_list":{"value":4740,"currency":"USD","value_usd":4740},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04987001,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"38","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.8571000099182129,"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"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.8571000099182129,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.027699999511241913,"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/T14347","display_name":"Big Data and Digital Economy","score":0.017400000244379044,"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/response-time","display_name":"Response time","score":0.7172999978065491},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.7141000032424927},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6589000225067139},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.5830000042915344},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5746999979019165},{"id":"https://openalex.org/keywords/earliest-deadline-first-scheduling","display_name":"Earliest deadline first scheduling","score":0.4560999870300293},{"id":"https://openalex.org/keywords/round-robin-scheduling","display_name":"Round-robin scheduling","score":0.4487000107765198},{"id":"https://openalex.org/keywords/fair-share-scheduling","display_name":"Fair-share scheduling","score":0.4415000081062317}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8629000186920166},{"id":"https://openalex.org/C19012869","wikidata":"https://www.wikidata.org/wiki/Q578372","display_name":"Response time","level":2,"score":0.7172999978065491},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.7141000032424927},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6589000225067139},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5993000268936157},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.5830000042915344},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5746999979019165},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.510699987411499},{"id":"https://openalex.org/C32310161","wikidata":"https://www.wikidata.org/wiki/Q666365","display_name":"Earliest deadline first scheduling","level":5,"score":0.4560999870300293},{"id":"https://openalex.org/C175893541","wikidata":"https://www.wikidata.org/wiki/Q1196582","display_name":"Round-robin scheduling","level":4,"score":0.4487000107765198},{"id":"https://openalex.org/C31689143","wikidata":"https://www.wikidata.org/wiki/Q733809","display_name":"Fair-share scheduling","level":3,"score":0.4415000081062317},{"id":"https://openalex.org/C127456818","wikidata":"https://www.wikidata.org/wiki/Q238879","display_name":"Rate-monotonic scheduling","level":4,"score":0.4388999938964844},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.4309999942779541},{"id":"https://openalex.org/C132439773","wikidata":"https://www.wikidata.org/wiki/Q1810747","display_name":"Least slack time scheduling","level":5,"score":0.3617999851703644},{"id":"https://openalex.org/C2781055072","wikidata":"https://www.wikidata.org/wiki/Q25325266","display_name":"Cloudlet","level":3,"score":0.3578999936580658},{"id":"https://openalex.org/C2989134064","wikidata":"https://www.wikidata.org/wiki/Q288510","display_name":"Execution time","level":2,"score":0.35690000653266907},{"id":"https://openalex.org/C119948110","wikidata":"https://www.wikidata.org/wiki/Q7858726","display_name":"Two-level scheduling","level":4,"score":0.35280001163482666},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.35109999775886536},{"id":"https://openalex.org/C122141398","wikidata":"https://www.wikidata.org/wiki/Q5456330","display_name":"Fixed-priority pre-emptive scheduling","level":5,"score":0.3319999873638153},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.3244999945163727},{"id":"https://openalex.org/C2778160497","wikidata":"https://www.wikidata.org/wiki/Q869830","display_name":"Service-level agreement","level":3,"score":0.3165999948978424},{"id":"https://openalex.org/C147203929","wikidata":"https://www.wikidata.org/wiki/Q574814","display_name":"Discrete event simulation","level":2,"score":0.2919999957084656},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.28049999475479126}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/cpe.70561","is_oa":false,"landing_page_url":"https://doi.org/10.1002/cpe.70561","pdf_url":null,"source":{"id":"https://openalex.org/S11065456","display_name":"Concurrency and Computation Practice and Experience","issn_l":"1532-0626","issn":["1532-0626","1532-0634"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Concurrency and Computation: Practice and Experience","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W3046162336","https://openalex.org/W3185914578","https://openalex.org/W3201972262","https://openalex.org/W4283211351","https://openalex.org/W4283786197","https://openalex.org/W4290704448","https://openalex.org/W4293061149","https://openalex.org/W4293234065","https://openalex.org/W4294762431","https://openalex.org/W4322761327","https://openalex.org/W4365459953","https://openalex.org/W4385461846","https://openalex.org/W4387010587","https://openalex.org/W4387967604","https://openalex.org/W4392862561","https://openalex.org/W4394565161","https://openalex.org/W4405404750","https://openalex.org/W4408856448","https://openalex.org/W4409155733","https://openalex.org/W4411143748"],"related_works":[],"abstract_inverted_index":{"ABSTRACT":[0],"Cloud":[1,56],"computing":[2,7],"offers":[3],"on\u2010demand":[4],"access":[5],"to":[6,31,141,180,205,211,230,239],"resources;":[8],"however,":[9],"minimizing":[10],"response":[11,34,84,170,190],"time":[12,191,202],"while":[13],"ensuring":[14],"compliance":[15,215],"with":[16,218,244],"Service":[17],"Level":[18],"Agreements":[19],"(SLAs)":[20],"remains":[21],"a":[22,219],"critical":[23],"challenge.":[24],"The":[25,65,184],"proposed":[26],"CLOUD":[27,166],"SMART":[28,167],"framework":[29],"aims":[30],"intelligently":[32],"minimize":[33],"time,":[35,85,171],"process":[36],"delays,":[37],"and":[38,76,87,99,105,129,145,155,175,208,235,250],"propagation":[39],"latency":[40],"in":[41],"cloud":[42],"environments":[43],"through":[44,96],"adaptive,":[45],"SLA\u2010aware":[46],"dynamic":[47],"scheduling.":[48],"This":[49],"study":[50],"evaluates":[51],"the":[52,55,77],"model":[53,186],"using":[54,117],"Workload":[57,94],"Dataset":[58],"for":[59,72,90],"Scheduling":[60,136],"Analysis,":[61],"available":[62],"on":[63,151],"Kaggle.":[64],"dataset":[66],"undergoes":[67],"preprocessing,":[68],"including":[69],"median":[70],"imputation":[71],"missing":[73],"numerical":[74],"values,":[75],"derivation":[78],"of":[79,121,192,223,247,252],"key":[80],"features":[81],"such":[82,124],"as":[83,125],"deadlines,":[86],"priority":[88],"tiers":[89],"accurate":[91],"workload":[92],"profiling.":[93],"characterization":[95],"statistical":[97],"profiling":[98],"clustering":[100],"reveals":[101],"patterns,":[102],"arrival":[103],"rates,":[104],"task":[106],"categories":[107],"that":[108,165],"guide":[109],"scheduling":[110,148,182],"strategy":[111],"selection.":[112],"Baseline":[113],"performance":[114],"is":[115,139,203,228],"established":[116],"discrete":[118],"event":[119],"simulation":[120],"standard":[122],"policies":[123],"FCFS,":[126],"SJF/Min\u2010Min,":[127],"Max\u2010Min,":[128],"EDF.":[130],"A":[131],"novel":[132],"Predictive":[133],"Deadline\u2010Aware":[134],"Hybrid":[135],"(PDHS)":[137],"approach":[138],"integrated":[140],"predict":[142],"completion":[143],"times":[144],"dynamically":[146],"switch":[147],"strategies":[149],"based":[150],"urgency.":[152],"An":[153],"execution":[154],"closed\u2010loop":[156],"feedback":[157],"mechanism":[158],"enables":[159],"real\u2010time":[160],"adaptation.":[161],"Experimental":[162],"results":[163],"show":[164],"significantly":[168,195],"reduces":[169],"improves":[172,210],"SLA":[173,214],"compliance,":[174],"enhances":[176],"resource":[177,236],"utilization":[178,237],"compared":[179],"static":[181],"baselines.":[183,199],"PDHS":[185],"achieves":[187],"an":[188,245],"average":[189],"6.72":[193],"s,":[194,207],"lower":[196],"than":[197],"all":[198],"Average":[200],"waiting":[201],"reduced":[204],"2.87":[206],"Makespan":[209],"138.4":[212],"s.":[213,254],"reaches":[216],"97%,":[217],"deadline":[220],"miss":[221],"ratio":[222],"only":[224],"3%.":[225],"System":[226],"throughput":[227],"enhanced":[229],"38.5":[231],"tasks":[232],"per":[233],"second,":[234],"climbs":[238],"92%.":[240],"Prediction":[241],"accuracy":[242],"excels":[243],"MAE":[246],"0.94":[248],"s":[249],"RMSE":[251],"1.26":[253]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2026-01-22T00:00:00"}
