{"id":"https://openalex.org/W3173178526","doi":"https://doi.org/10.3233/jifs-201696","title":"Distribution slack allocation algorithm for energy aware task scheduling in cloud datacenters","display_name":"Distribution slack allocation algorithm for energy aware task scheduling in cloud datacenters","publication_year":2021,"publication_date":"2021-06-18","ids":{"openalex":"https://openalex.org/W3173178526","doi":"https://doi.org/10.3233/jifs-201696","mag":"3173178526"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-201696","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-201696","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","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/A5000629931","display_name":"Golnaz Berenjian","orcid":null},"institutions":[{"id":"https://openalex.org/I4400573191","display_name":"Islamic Azad University, Babol","ror":"https://ror.org/00pwbq328","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573191"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Golnaz Berenjian","raw_affiliation_strings":["Department of Computer Engineering, Babol Branch, Islamic Azad University, Babol, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Babol Branch, Islamic Azad University, Babol, Iran","institution_ids":["https://openalex.org/I4400573191","https://openalex.org/I4400573191"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056652920","display_name":"Homayun Motameni","orcid":"https://orcid.org/0000-0003-2150-2811"},"institutions":[{"id":"https://openalex.org/I4210086811","display_name":"Islamic Azad University Sari Branch","ror":"https://ror.org/0032wgp28","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I4210086811"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Homayun Motameni","raw_affiliation_strings":["Department of Computer Engineering, Sari Branch, Islamic Azad University, Sari, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Sari Branch, Islamic Azad University, Sari, Iran","institution_ids":["https://openalex.org/I4210086811"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082703680","display_name":"Mehdi Golsorkhtabaramiri","orcid":"https://orcid.org/0000-0002-9932-2477"},"institutions":[{"id":"https://openalex.org/I4400573191","display_name":"Islamic Azad University, Babol","ror":"https://ror.org/00pwbq328","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573191"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mehdi Golsorkhtabaramiri","raw_affiliation_strings":["Department of Computer Engineering, Babol Branch, Islamic Azad University, Babol, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Babol Branch, Islamic Azad University, Babol, Iran","institution_ids":["https://openalex.org/I4400573191","https://openalex.org/I4400573191"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089713497","display_name":"Ali Ebrahimnejad","orcid":"https://orcid.org/0000-0001-6003-6601"},"institutions":[{"id":"https://openalex.org/I4210138903","display_name":"Qaemshahr Islamic Azad University","ror":"https://ror.org/03y0dv989","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I4210138903"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ali Ebrahimnejad","raw_affiliation_strings":["Department of Mathematics, Qaemshahr Branch, Islamic Azad University, Qaemshahr, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Qaemshahr Branch, Islamic Azad University, Qaemshahr, Iran","institution_ids":["https://openalex.org/I4210138903"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5056652920"],"corresponding_institution_ids":["https://openalex.org/I4210086811"],"apc_list":null,"apc_paid":null,"fwci":0.2754,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59706708,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"41","issue":"1","first_page":"251","last_page":"272"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":1.0,"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":1.0,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9987000226974487,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9983000159263611,"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":0.8336794376373291},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.7225822806358337},{"id":"https://openalex.org/keywords/frequency-scaling","display_name":"Frequency scaling","score":0.6778373122215271},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6582939624786377},{"id":"https://openalex.org/keywords/directed-acyclic-graph","display_name":"Directed acyclic graph","score":0.6299684643745422},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5932645797729492},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5576484203338623},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4504745900630951},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.4345337152481079},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.42086827754974365},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4011722207069397},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.39599859714508057},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.30612945556640625},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.2535496950149536},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.1302916407585144},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.11944642663002014},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07897940278053284}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8336794376373291},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.7225822806358337},{"id":"https://openalex.org/C157742956","wikidata":"https://www.wikidata.org/wiki/Q3237776","display_name":"Frequency scaling","level":3,"score":0.6778373122215271},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6582939624786377},{"id":"https://openalex.org/C74197172","wikidata":"https://www.wikidata.org/wiki/Q1195339","display_name":"Directed acyclic graph","level":2,"score":0.6299684643745422},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5932645797729492},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5576484203338623},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4504745900630951},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.4345337152481079},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.42086827754974365},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4011722207069397},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.39599859714508057},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.30612945556640625},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2535496950149536},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.1302916407585144},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.11944642663002014},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07897940278053284},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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:10.3233/jifs-201696","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-201696","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.9100000262260437,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1986800449","https://openalex.org/W1993390735","https://openalex.org/W2005983231","https://openalex.org/W2010074552","https://openalex.org/W2017957022","https://openalex.org/W2032681711","https://openalex.org/W2040650966","https://openalex.org/W2058898331","https://openalex.org/W2061164628","https://openalex.org/W2065800906","https://openalex.org/W2076898875","https://openalex.org/W2081316572","https://openalex.org/W2087973217","https://openalex.org/W2089492481","https://openalex.org/W2118396891","https://openalex.org/W2128991755","https://openalex.org/W2142340571","https://openalex.org/W2144907978","https://openalex.org/W2148459868","https://openalex.org/W2149294210","https://openalex.org/W2151086850","https://openalex.org/W2183843206","https://openalex.org/W2264618708","https://openalex.org/W2464340264","https://openalex.org/W2520095606","https://openalex.org/W2588390903","https://openalex.org/W2765298718","https://openalex.org/W2778005520","https://openalex.org/W2791393438","https://openalex.org/W2883668652","https://openalex.org/W2885760137","https://openalex.org/W2889859237","https://openalex.org/W2908089272","https://openalex.org/W2945295455","https://openalex.org/W2959492565","https://openalex.org/W2970810359","https://openalex.org/W3033740913","https://openalex.org/W3041986173","https://openalex.org/W3081716711","https://openalex.org/W4302598362","https://openalex.org/W6635144278","https://openalex.org/W6757977486","https://openalex.org/W6767683414"],"related_works":["https://openalex.org/W1967088250","https://openalex.org/W2731094954","https://openalex.org/W2789273959","https://openalex.org/W4302345037","https://openalex.org/W2952978498","https://openalex.org/W3172150420","https://openalex.org/W2951616510","https://openalex.org/W2774472052","https://openalex.org/W179829755","https://openalex.org/W2035968155"],"abstract_inverted_index":{"Regarding":[0],"the":[1,11,39,44,81,84,88,91,106,126,129,137,142,152,171,181,188,196,201,206,210,216,220,230,236,248,258,275,285,292,300,315],"ever-increasing":[2],"development":[3],"of":[4,13,25,83,90,100,108,128,139,144,180,191,203,215,222,250,260,274,280,291,302],"data":[5,281],"and":[6,49,65,73,87,115,133,148,183,205,254,287],"computational":[7],"centers":[8],"due":[9,28],"to":[10,29,124,164,186,269,298],"contribution":[12],"high-performance":[14],"computing":[15],"systems":[16],"in":[17,35,61,151,209,226,229,319],"such":[18,46],"sectors,":[19],"energy":[20,85,207,227],"consumption":[21,86,228],"has":[22],"always":[23],"been":[24],"great":[26],"importance":[27],"CO2":[30],"emissions":[31],"that":[32,310],"can":[33],"result":[34],"adverse":[36],"effects":[37],"on":[38,80,119,200,263],"environment.":[40],"In":[41,170],"recent":[42],"years,":[43],"notions":[45],"as":[47,68,70],"\u201cenergy\u201d":[48],"also":[50,288],"\u201cGreen":[51],"Computing\u201d":[52],"have":[53,78],"played":[54],"crucial":[55],"roles":[56],"when":[57],"scheduling":[58,95],"parallel":[59],"tasks":[60,143,190],"datacenters.":[62],"The":[63,212,306],"duplication":[64,132,182],"clustering":[66,134,184],"strategies,":[67],"well":[69],"Dynamic":[71],"Voltage":[72],"Frequency":[74],"Scaling":[75],"(DVFS)":[76],"techniques,":[77],"focused":[79],"reduction":[82,202,225],"optimization":[89],"performance":[92],"parameters.":[93],"Concerning":[94],"Directed":[96],"Acyclic":[97],"Graph":[98],"(DAG)":[99],"a":[101,145,166,223,271,278],"datacenter":[102],"processors":[103],"equipped":[104],"with":[105,136,194],"technique":[107],"DVFS,":[109],"this":[110,234,320],"paper":[111],"proposes":[112],"an":[113,176],"energy-":[114],"time-aware":[116],"algorithm":[117,218,312],"based":[118,262],"dual-phase":[120],"scheduling,":[121],"called":[122],"EATSDCDD,":[123],"apply":[125],"combination":[127],"strategies":[130,185],"for":[131,283],"along":[135,193],"distribution":[138],"slack-time":[140],"among":[141,241],"cluster.":[146],"DVFS":[147],"control":[149],"procedures":[150],"proposed":[153,217,304],"green":[154],"system":[155],"are":[156,296],"mapped":[157],"into":[158],"Petri":[159],"net-based":[160],"models,":[161],"which":[162],"contribute":[163],"designing":[165],"multiple":[167],"decision":[168],"process.":[169],"first":[172],"phase,":[173],"we":[174,246],"use":[175],"intelligent":[177],"combined":[178],"approach":[179],"run":[187],"immediate":[189],"DAG":[192,295],"monitoring":[195],"throughput":[197],"by":[198],"concentrating":[199],"makespan":[204],"consumed":[208],"processors.":[211],"main":[213],"idea":[214],"involves":[219],"achievement":[221],"maximum":[224],"second":[231],"phase.":[232],"To":[233],"end,":[235],"slack":[237],"time":[238],"was":[239],"distributed":[240],"non-critical":[242],"dependent":[243],"tasks.":[244],"Additionally,":[245],"cover":[247],"issues":[249],"negotiation":[251],"between":[252],"consumers":[253],"service":[255],"providers":[256],"at":[257],"rate":[259],"\u03bc":[261],"Green":[264],"Service":[265],"Level":[266],"Agreement":[267],"(GSLA)":[268],"achieve":[270],"higher":[272],"saving":[273],"energy.":[276],"Eventually,":[277],"set":[279],"established":[282],"conducting":[284],"examinations":[286],"different":[289],"parameters":[290],"constructed":[293],"random":[294],"assessed":[297],"examine":[299],"efficiency":[301],"our":[303,311],"algorithm.":[305],"obtained":[307],"results":[308],"confirms":[309],"outperforms":[313],"compared":[314],"other":[316],"algorithms":[317],"considered":[318],"study.":[321]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
