{"id":"https://openalex.org/W4400489776","doi":"https://doi.org/10.1109/cscwd61410.2024.10580069","title":"Task Scheduling in Multi-Cloud Environments for Spark Workflow under Performance Uncertainty","display_name":"Task Scheduling in Multi-Cloud Environments for Spark Workflow under Performance Uncertainty","publication_year":2024,"publication_date":"2024-05-08","ids":{"openalex":"https://openalex.org/W4400489776","doi":"https://doi.org/10.1109/cscwd61410.2024.10580069"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd61410.2024.10580069","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cscwd61410.2024.10580069","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 27th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-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/A5100497171","display_name":"Kamran Yaseen Rajput","orcid":"https://orcid.org/0009-0002-3517-2462"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kamran Yaseen Rajput","raw_affiliation_strings":["Southeast University,School of Computer Science and Engineering and School of Economics, Innovations and Technology,Nanjing,China"],"affiliations":[{"raw_affiliation_string":"Southeast University,School of Computer Science and Engineering and School of Economics, Innovations and Technology,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041611973","display_name":"Xiaoping Li","orcid":"https://orcid.org/0000-0003-3201-0038"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoping Li","raw_affiliation_strings":["Southeast University,School of Computer Science and Engineering and School of Economics, Innovations and Technology,Nanjing,China"],"affiliations":[{"raw_affiliation_string":"Southeast University,School of Computer Science and Engineering and School of Economics, Innovations and Technology,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022185985","display_name":"Abdullah Lakhan","orcid":"https://orcid.org/0000-0002-1833-1364"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Abdullah Lakhan","raw_affiliation_strings":["Southeast University,School of Computer Science and Engineering and School of Economics, Innovations and Technology,Nanjing,China"],"affiliations":[{"raw_affiliation_string":"Southeast University,School of Computer Science and Engineering and School of Economics, Innovations and Technology,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101565203","display_name":"Jinquan Zhang","orcid":"https://orcid.org/0000-0001-5193-0687"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinquan Zhang","raw_affiliation_strings":["Southeast University,School of Computer Science and Engineering and School of Economics, Innovations and Technology,Nanjing,China"],"affiliations":[{"raw_affiliation_string":"Southeast University,School of Computer Science and Engineering and School of Economics, Innovations and Technology,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091054766","display_name":"Abdul Rasheed Mahesar","orcid":null},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Abdul Rasheed Mahesar","raw_affiliation_strings":["Southeast University,School of Computer Science and Engineering and School of Economics, Innovations and Technology,Nanjing,China"],"affiliations":[{"raw_affiliation_string":"Southeast University,School of Computer Science and Engineering and School of Economics, Innovations and Technology,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005251800","display_name":"Dileep Kumar Sajnani","orcid":"https://orcid.org/0000-0002-7264-6754"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dileep Kumar Sajnani","raw_affiliation_strings":["Southeast University,School of Computer Science and Engineering and School of Economics, Innovations and Technology,Nanjing,China"],"affiliations":[{"raw_affiliation_string":"Southeast University,School of Computer Science and Engineering and School of Economics, Innovations and Technology,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100497171"],"corresponding_institution_ids":["https://openalex.org/I76569877"],"apc_list":null,"apc_paid":null,"fwci":0.8118,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.76806929,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"2752","last_page":"2757"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9984999895095825,"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":0.9984999895095825,"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":0.9736999869346619,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9569000005722046,"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/computer-science","display_name":"Computer science","score":0.7877063751220703},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.735774576663971},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.689606785774231},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.576840877532959},{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.5688492655754089},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5473688244819641},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4503348469734192},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.24340158700942993},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13401192426681519},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.11700481176376343},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0847528874874115},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.05205053091049194},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.04837295413017273}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7877063751220703},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.735774576663971},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.689606785774231},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.576840877532959},{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.5688492655754089},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5473688244819641},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4503348469734192},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.24340158700942993},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13401192426681519},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.11700481176376343},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0847528874874115},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.05205053091049194},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.04837295413017273}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscwd61410.2024.10580069","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cscwd61410.2024.10580069","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 27th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1651185206","https://openalex.org/W1977367431","https://openalex.org/W2526174145","https://openalex.org/W2542459869","https://openalex.org/W2735615428","https://openalex.org/W3003217422","https://openalex.org/W3016245408","https://openalex.org/W3043491150","https://openalex.org/W3120254333","https://openalex.org/W3128486303","https://openalex.org/W3132485877","https://openalex.org/W3138090604","https://openalex.org/W3199095272","https://openalex.org/W4220743109","https://openalex.org/W4233919708","https://openalex.org/W4280601089","https://openalex.org/W4311011822"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W1981780420","https://openalex.org/W1975949872","https://openalex.org/W3159871278","https://openalex.org/W2230552005","https://openalex.org/W2182707996","https://openalex.org/W4223488648","https://openalex.org/W2905242764","https://openalex.org/W45233828","https://openalex.org/W3083262785"],"abstract_inverted_index":{"To":[0,74],"fulfill":[1],"their":[2],"expanding":[3],"computational":[4],"demands,":[5],"businesses":[6],"are":[7,35,113],"using":[8],"cloud":[9,17],"computing":[10,33],"more":[11,13,29,37],"and":[12,32,64,68,97],"these":[14,76],"days.":[15],"However,":[16],"systems":[18],"alone":[19],"may":[20],"not":[21],"always":[22],"suffice.":[23],"Consequently,":[24],"multi-cloud":[25,49,131],"systems,":[26],"which":[27],"provide":[28],"scalable":[30],"storage":[31],"resources,":[34],"becoming":[36],"popular.":[38],"This":[39],"paper":[40],"focuses":[41],"on":[42],"scheduling":[43,125],"Spark":[44,126],"workflow":[45,111,127],"tasks":[46,128],"in":[47,78,124,129],"a":[48,83,130],"environment.":[50],"It":[51],"addresses":[52],"the":[53,69,98,119],"challenges":[54],"posed":[55],"by":[56],"different":[57],"pricing":[58],"models,":[59],"dynamic":[60],"resource":[61,72],"provisioning,":[62],"inter":[63],"intra":[65],"transmission":[66,95],"time,":[67],"instability":[70],"of":[71,100],"performance.":[73],"tackle":[75],"issues,":[77],"this":[79],"work,":[80],"we":[81],"propose":[82],"heuristic-based":[84],"solution":[85],"that":[86,110,118],"considers":[87],"factors":[88],"such":[89],"as":[90],"VM":[91],"instances,":[92],"precedence":[93],"constraints,":[94],"times,":[96],"impact":[99],"performance":[101,135],"uncertainty":[102],"aiming":[103],"to":[104],"minimize":[105],"rental":[106],"costs":[107],"while":[108,133],"ensuring":[109],"deadlines":[112],"met.":[114],"The":[115],"results":[116],"show":[117],"proposed":[120],"method":[121],"is":[122],"effective":[123],"environment":[132],"considering":[134],"uncertainty.":[136]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}