{"id":"https://openalex.org/W2975770615","doi":"https://doi.org/10.12694/scpe.v20i3.1548","title":"Optimized Scheduling Approach for Scientific Applications Based on Clustering in Cloud Computing Environment","display_name":"Optimized Scheduling Approach for Scientific Applications Based on Clustering in Cloud Computing Environment","publication_year":2019,"publication_date":"2019-09-22","ids":{"openalex":"https://openalex.org/W2975770615","doi":"https://doi.org/10.12694/scpe.v20i3.1548","mag":"2975770615"},"language":"en","primary_location":{"id":"doi:10.12694/scpe.v20i3.1548","doi":"https://doi.org/10.12694/scpe.v20i3.1548","is_oa":true,"landing_page_url":"https://doi.org/10.12694/scpe.v20i3.1548","pdf_url":"https://www.scpe.org/index.php/scpe/article/download/1548/596","source":{"id":"https://openalex.org/S2764391171","display_name":"Scalable Computing Practice and Experience","issn_l":"1895-1767","issn":["1895-1767"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-2"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scalable Computing: Practice and Experience","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.scpe.org/index.php/scpe/article/download/1548/596","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041561118","display_name":"Walid Kadri","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I137407579","display_name":"Universit\u00e9 Oran 1 Ahmed Ben Bella","ror":"https://ror.org/059et2b68","country_code":"DZ","type":"education","lineage":["https://openalex.org/I137407579"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Walid Kadri","raw_affiliation_strings":["LIO Laboratory, Dept. of Computer Science, University of Oran 1, Ahmed Ben Bella"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIO Laboratory, Dept. of Computer Science, University of Oran 1, Ahmed Ben Bella","institution_ids":["https://openalex.org/I137407579"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026120152","display_name":"Belabbas Yagoubi","orcid":"https://orcid.org/0000-0002-9616-6894","observed_orcids":["https://orcid.org/0000-0002-9616-6894"]},"institutions":[{"id":"https://openalex.org/I137407579","display_name":"Universit\u00e9 Oran 1 Ahmed Ben Bella","ror":"https://ror.org/059et2b68","country_code":"DZ","type":"education","lineage":["https://openalex.org/I137407579"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Belabbas Yagoubi","raw_affiliation_strings":["LIO Laboratory, Dept. of Computer Science, University of Oran 1, Ahmed Ben Bella, Oran, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIO Laboratory, Dept. of Computer Science, University of Oran 1, Ahmed Ben Bella, Oran, Algeria","institution_ids":["https://openalex.org/I137407579"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I137407579"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"20","issue":"3","first_page":"527","last_page":"540"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9595000147819519,"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":0.9595000147819519,"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":0.039500001817941666,"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/T14098","display_name":"Energy Efficiency in Computing","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/cloud-computing","display_name":"cloud computing","score":0.5820000171661377},{"id":"https://openalex.org/keywords/scientific-applications","display_name":"scientific applications","score":0.7210000157356262},{"id":"https://openalex.org/keywords/directed-acyclic-graphs","display_name":"directed acyclic graphs","score":0.8619999885559082},{"id":"https://openalex.org/keywords/dag-scheduling","display_name":"DAG scheduling","score":0.800000011920929},{"id":"https://openalex.org/keywords/clustering-algorithms","display_name":"clustering algorithms","score":0.6579999923706055},{"id":"https://openalex.org/keywords/virtual-machine-provisioning","display_name":"virtual machine provisioning","score":0.8489999771118164},{"id":"https://openalex.org/keywords/resource-management","display_name":"resource management","score":0.6809999942779541},{"id":"https://openalex.org/keywords/makespan","display_name":"makespan","score":0.6150000095367432},{"id":"https://openalex.org/keywords/execution-cost","display_name":"execution cost","score":0.6029999852180481},{"id":"https://openalex.org/keywords/fault-tolerance","display_name":"fault tolerance","score":0.8899999856948853},{"id":"https://openalex.org/keywords/dynamic-resource-allocation","display_name":"dynamic resource allocation","score":0.527999997138977}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8415316939353943},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.7605092525482178},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.755875825881958},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.6776106953620911},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.6551649570465088},{"id":"https://openalex.org/C74197172","wikidata":"https://www.wikidata.org/wiki/Q1195339","display_name":"Directed acyclic graph","level":2,"score":0.62796950340271},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6091439127922058},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5754167437553406},{"id":"https://openalex.org/C70429105","wikidata":"https://www.wikidata.org/wiki/Q249999","display_name":"Grid computing","level":3,"score":0.43862855434417725},{"id":"https://openalex.org/C63540848","wikidata":"https://www.wikidata.org/wiki/Q3140932","display_name":"Fault tolerance","level":2,"score":0.42910951375961304},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.26105305552482605},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.13948160409927368},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12587812542915344},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12332034111022949},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.11491221189498901},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.12694/scpe.v20i3.1548","doi":"https://doi.org/10.12694/scpe.v20i3.1548","is_oa":true,"landing_page_url":"https://doi.org/10.12694/scpe.v20i3.1548","pdf_url":"https://www.scpe.org/index.php/scpe/article/download/1548/596","source":{"id":"https://openalex.org/S2764391171","display_name":"Scalable Computing Practice and Experience","issn_l":"1895-1767","issn":["1895-1767"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-2"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scalable Computing: Practice and Experience","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.12694/scpe.v20i3.1548","doi":"https://doi.org/10.12694/scpe.v20i3.1548","is_oa":true,"landing_page_url":"https://doi.org/10.12694/scpe.v20i3.1548","pdf_url":"https://www.scpe.org/index.php/scpe/article/download/1548/596","source":{"id":"https://openalex.org/S2764391171","display_name":"Scalable Computing Practice and Experience","issn_l":"1895-1767","issn":["1895-1767"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-2"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scalable Computing: Practice and Experience","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2975770615.pdf","grobid_xml":"https://content.openalex.org/works/W2975770615.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W157714560","https://openalex.org/W1489685618","https://openalex.org/W1819809302","https://openalex.org/W1941357482","https://openalex.org/W1986421100","https://openalex.org/W2000195296","https://openalex.org/W2020278075","https://openalex.org/W2032728524","https://openalex.org/W2045287414","https://openalex.org/W2051644464","https://openalex.org/W2074444460","https://openalex.org/W2078962046","https://openalex.org/W2104290987","https://openalex.org/W2126532423","https://openalex.org/W2134839139","https://openalex.org/W2139469116","https://openalex.org/W2149294210","https://openalex.org/W2150511069","https://openalex.org/W2378934329","https://openalex.org/W2581327637","https://openalex.org/W2627315186","https://openalex.org/W2706115867","https://openalex.org/W2760443630","https://openalex.org/W2942695287","https://openalex.org/W2943107178","https://openalex.org/W6600440255","https://openalex.org/W6602600155","https://openalex.org/W6606002120","https://openalex.org/W6630474023","https://openalex.org/W6632679448","https://openalex.org/W6677907748","https://openalex.org/W6777416552","https://openalex.org/W6810830792","https://openalex.org/W6814010812"],"related_works":["https://openalex.org/W6923750993","https://openalex.org/W4396942148","https://openalex.org/W3123154409","https://openalex.org/W7014310709","https://openalex.org/W2089751962","https://openalex.org/W2951425569","https://openalex.org/W2054790823","https://openalex.org/W3211099608","https://openalex.org/W2105929664","https://openalex.org/W2272368399"],"abstract_inverted_index":{"Cloud":[0,54],"Computing":[1],"refers":[2],"to":[3,41,124,173],"the":[4,7,14,51,57,98,137,148],"use":[5,86],"of":[6,10,37,53,70,74,87,100,105,139,156],"computing":[8,18,167],"capabilities":[9],"remote":[11],"computers,":[12],"where":[13],"user":[15],"has":[16],"considerable":[17],"power":[19],"without":[20],"having":[21],"powerful":[22],"units.":[23],"Scientific":[24],"applications,":[25],"usually":[26],"represented":[27],"as":[28],"Directed":[29],"Acyclic":[30],"Graphs":[31],"(DAGs),":[32],"are":[33,112],"an":[34,77],"important":[35],"class":[36],"applications":[38,111],"that":[39,93,178,186],"lead":[40],"challenging":[42],"problems":[43],"for":[44,60,84,141,154],"resource":[45,81,175],"management":[46,176,198],"in":[47,97,147,165],"distributed":[48],"computing.":[49],"With":[50],"advent":[52],"Computing,":[55],"particularly":[56],"IaaS":[58],"offers":[59],"on":[61],"demand":[62],"virtual":[63],"machines":[64],"leasing,":[65],"multiple":[66,116],"jobs":[67],"execution,":[68],"consisting":[69],"a":[71],"large":[72],"number":[73],"DAGs,":[75],"needs":[76],"elaborated":[78],"scheduling":[79,145,162],"and":[80,107,122,144,151,169,180],"provisioning":[82,143],"policies,":[83],"efficient":[85],"resources.":[88],"Only":[89],"few":[90],"works":[91],"exists":[92],"consider":[94],"this":[95,131],"problem":[96],"context":[99],"clouds":[101],"environment.":[102],"In":[103,130],"goal":[104],"optimization":[106],"fault":[108],"tolerance,":[109],"DAGs":[110,118],"generally":[113],"partitioned":[114],"into":[115],"parallel":[117],"using":[119],"clustering":[120,140,171],"algorithm":[121,172],"assigned":[123],"VM":[125],"(Virtual":[126],"Machine)":[127],"resources":[128],"independently.":[129],"work,":[132],"we":[133],"investigate":[134],"through":[135],"simulation,":[136],"impact":[138],"both":[142],"policies":[146,163,188],"total":[149],"makespan":[150],"financial":[152],"costs":[153],"execution":[155],"user's":[157],"application.":[158],"We":[159,184],"implemented":[160],"four":[161],"well-known":[164],"grid":[166],"systems,":[168],"adapted":[170],"our":[174],"policy":[177],"leases":[179],"destroys":[181],"dynamically":[182],"VMs.":[183],"show":[185],"dynamic":[187],"can":[189],"achieve":[190],"equal":[191],"or":[192],"even":[193],"better":[194],"performance":[195],"than":[196],"static":[197],"policies.":[199]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-09-05T08:02:43.246662","created_date":"2019-10-03T00:00:00"}
