{"id":"https://openalex.org/W2943118166","doi":"https://doi.org/10.23919/icact.2019.8701970","title":"Dynamic Container-based Resource Management Framework of Spark Ecosystem","display_name":"Dynamic Container-based Resource Management Framework of Spark Ecosystem","publication_year":2019,"publication_date":"2019-02-01","ids":{"openalex":"https://openalex.org/W2943118166","doi":"https://doi.org/10.23919/icact.2019.8701970","mag":"2943118166"},"language":"en","primary_location":{"id":"doi:10.23919/icact.2019.8701970","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icact.2019.8701970","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 21st International Conference on Advanced Communication Technology (ICACT)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://e-space.mmu.ac.uk/624075/1/2019-ICACT-DynamicContainer-basedResourceManagement.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002348919","display_name":"Nawab Muhammad Faseeh Qureshi","orcid":"https://orcid.org/0000-0002-5035-2640"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Nawab Muhammad Faseeh Qureshi","raw_affiliation_strings":["Sungkyunkwan University, South Korea"],"affiliations":[{"raw_affiliation_string":"Sungkyunkwan University, South Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003290160","display_name":"Isma Farah Siddiqui","orcid":"https://orcid.org/0000-0002-2058-4336"},"institutions":[{"id":"https://openalex.org/I180291457","display_name":"Mehran University of Engineering and Technology","ror":"https://ror.org/0575ttm03","country_code":"PK","type":"education","lineage":["https://openalex.org/I180291457"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Isma Farah Siddiqui","raw_affiliation_strings":["Mehran University of Engineering & Technology, Pakistan"],"affiliations":[{"raw_affiliation_string":"Mehran University of Engineering & Technology, Pakistan","institution_ids":["https://openalex.org/I180291457"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085751201","display_name":"Asad Abbas","orcid":"https://orcid.org/0000-0001-7491-8023"},"institutions":[{"id":"https://openalex.org/I142204992","display_name":"University of Lahore","ror":"https://ror.org/051jrjw38","country_code":"PK","type":"education","lineage":["https://openalex.org/I142204992"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Asad Abbas","raw_affiliation_strings":["University of Lahore, Pakistan"],"affiliations":[{"raw_affiliation_string":"University of Lahore, Pakistan","institution_ids":["https://openalex.org/I142204992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088617561","display_name":"Ali Kashif Bashir","orcid":"https://orcid.org/0000-0003-2601-9327"},"institutions":[{"id":"https://openalex.org/I103146751","display_name":"University of the Faroe Islands","ror":"https://ror.org/05mwmd090","country_code":"FO","type":"education","lineage":["https://openalex.org/I103146751"]}],"countries":["FO"],"is_corresponding":false,"raw_author_name":"Ali Kashif Bashir","raw_affiliation_strings":["University of Faroe Islands, Faroe Islands"],"affiliations":[{"raw_affiliation_string":"University of Faroe Islands, Faroe Islands","institution_ids":["https://openalex.org/I103146751"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103013733","display_name":"Kee-Hyun Choi","orcid":null},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Keehyun Choi","raw_affiliation_strings":["Sungkyunkwan University, South Korea"],"affiliations":[{"raw_affiliation_string":"Sungkyunkwan University, South Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023268702","display_name":"Jaehyoun Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jaehyoun Kim","raw_affiliation_strings":["Sungkyunkwan University, South Korea"],"affiliations":[{"raw_affiliation_string":"Sungkyunkwan University, South Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069214492","display_name":"Dong Ryeol Shin","orcid":"https://orcid.org/0000-0002-6002-1415"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dong Ryeol Shin","raw_affiliation_strings":["Sungkyunkwan University, South Korea"],"affiliations":[{"raw_affiliation_string":"Sungkyunkwan University, South Korea","institution_ids":["https://openalex.org/I848706"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5002348919"],"corresponding_institution_ids":["https://openalex.org/I848706"],"apc_list":null,"apc_paid":null,"fwci":4.4088,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.94933922,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"522","last_page":"526"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"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":0.9998999834060669,"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":0.996999979019165,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/spark","display_name":"SPARK (programming language)","score":0.8206464052200317},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7485660910606384},{"id":"https://openalex.org/keywords/container","display_name":"Container (type theory)","score":0.7426093220710754},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6521176695823669},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6181017160415649},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5371955037117004},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.52638179063797},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.4661285877227783},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4642331004142761},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4433182179927826},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.4218483567237854},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1920548379421234},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.12036719918251038},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0790356993675232}],"concepts":[{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.8206464052200317},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7485660910606384},{"id":"https://openalex.org/C2781018962","wikidata":"https://www.wikidata.org/wiki/Q5164884","display_name":"Container (type theory)","level":2,"score":0.7426093220710754},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6521176695823669},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6181017160415649},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5371955037117004},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.52638179063797},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.4661285877227783},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4642331004142761},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4433182179927826},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.4218483567237854},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1920548379421234},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.12036719918251038},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0790356993675232},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/icact.2019.8701970","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icact.2019.8701970","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 21st International Conference on Advanced Communication Technology (ICACT)","raw_type":"proceedings-article"},{"id":"pmh:oai:e-space.mmu.ac.uk:624075","is_oa":true,"landing_page_url":"https://e-space.mmu.ac.uk/view/authors/aa810054662093994e6fff167e9d7a16.html>","pdf_url":"https://e-space.mmu.ac.uk/624075/1/2019-ICACT-DynamicContainer-basedResourceManagement.pdf","source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":{"id":"pmh:oai:e-space.mmu.ac.uk:624075","is_oa":true,"landing_page_url":"https://e-space.mmu.ac.uk/view/authors/aa810054662093994e6fff167e9d7a16.html>","pdf_url":"https://e-space.mmu.ac.uk/624075/1/2019-ICACT-DynamicContainer-basedResourceManagement.pdf","source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.550000011920929,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2943118166.pdf"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W1982861695","https://openalex.org/W2052211129","https://openalex.org/W2105947650","https://openalex.org/W2131975293","https://openalex.org/W2163961697","https://openalex.org/W2219192701","https://openalex.org/W2245432647","https://openalex.org/W2495602857","https://openalex.org/W2530314904","https://openalex.org/W2542459869","https://openalex.org/W2563359586","https://openalex.org/W2583118803","https://openalex.org/W2619040873","https://openalex.org/W2913865270","https://openalex.org/W6679815717","https://openalex.org/W6684084819","https://openalex.org/W6738538846"],"related_works":["https://openalex.org/W2923452570","https://openalex.org/W206598027","https://openalex.org/W2978610750","https://openalex.org/W2022931285","https://openalex.org/W1589966275","https://openalex.org/W2086872282","https://openalex.org/W2137789903","https://openalex.org/W2153007255","https://openalex.org/W2138781885","https://openalex.org/W2124311718"],"abstract_inverted_index":{"Apache":[0],"Spark":[1],"is":[2,20,43,53,73],"known":[3],"for":[4,151],"its":[5,34,93],"robustness":[6],"in":[7,11,32,49,83,98,110,177],"processing":[8,33,71,107],"large-scale":[9,108],"datasets":[10,37,109],"a":[12,103,145],"distributed":[13,36],"computing":[14,50],"environment.":[15],"This":[16],"form":[17],"of":[18,24,28,79,85,95,106,127,148,166],"efficiency":[19],"highly":[21],"observing":[22],"because":[23],"the":[25,39,46,77,90,160],"direct":[26],"use":[27],"Random-Access":[29],"Memory":[30],"(RAM)":[31],"resilient":[35],"across":[38],"ecosystem.":[40,112,179],"Recently,":[41],"it":[42,136],"observed":[44],"that,":[45],"memory":[47],"utilization":[48],"spark":[51,69,111,178],"jobs":[52,70],"mainly":[54],"dependent":[55],"on":[56],"job":[57,91,128,153,175],"containers,":[58],"which":[59],"are":[60],"closely":[61],"associated":[62],"to":[63,76,130],"persistent":[64],"storage":[65,80],"media":[66],"components.":[67],"Thus,":[68],"relevancy":[72],"tightly":[74],"coupled":[75,125],"type":[78],"container":[81,100,139],"and":[82,101,141,169],"case":[84],"any":[86],"dynamic":[87,118,162],"resource":[88,96,120,133,149,167],"allocation,":[89],"loses":[92],"ratio":[94],"computation":[97],"existing":[99],"increases":[102],"functional":[104],"issue":[105],"In":[113],"this":[114],"paper,":[115],"we":[116],"propose":[117],"container-based":[119],"management":[121],"framework,":[122],"that":[123,159],"shifts":[124],"associations":[126],"profiles":[129],"dynamically":[131],"available":[132],"containers.":[134],"Also,":[135],"relieves":[137],"static":[138],"allocations":[140,168],"presumes":[142],"them":[143],"as":[144],"fresh":[146],"piece":[147],"allocation":[150],"new":[152],"profile.":[154],"The":[155],"experimental":[156],"evaluation":[157],"shows":[158],"proposed":[161],"framework":[163],"reduces":[164],"wastage":[165],"increase":[170],"ecosystem":[171],"performance":[172],"than":[173],"default":[174],"profile":[176]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2020,"cited_by_count":9}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
