{"id":"https://openalex.org/W2020171984","doi":"https://doi.org/10.1109/iswpc.2013.6707441","title":"A simple cluster-scaling policy for MapReduce clouds","display_name":"A simple cluster-scaling policy for MapReduce clouds","publication_year":2013,"publication_date":"2013-11-01","ids":{"openalex":"https://openalex.org/W2020171984","doi":"https://doi.org/10.1109/iswpc.2013.6707441","mag":"2020171984"},"language":"en","primary_location":{"id":"doi:10.1109/iswpc.2013.6707441","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iswpc.2013.6707441","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Symposium on Wireless and pervasive Computing (ISWPC)","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/A5100808548","display_name":"Sheng-Wei Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Sheng-Wei Huang","raw_affiliation_strings":["Department of Electrical Engineering, National Cheng Kung University, Taiwan","[Dept. of Electr. Eng., Nat. Cheng-Kung Univ., Tainan, Taiwan]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Cheng Kung University, Taiwan","institution_ids":["https://openalex.org/I91807558"]},{"raw_affiliation_string":"[Dept. of Electr. Eng., Nat. Cheng-Kung Univ., Tainan, Taiwan]","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103100406","display_name":"Ce-Kuen Shieh","orcid":"https://orcid.org/0000-0003-3828-9113"},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ce-Kuen Shieh","raw_affiliation_strings":["Department of Electrical Engineering, National Cheng Kung University, Taiwan","[Dept. of Electr. Eng., Nat. Cheng-Kung Univ., Tainan, Taiwan]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Cheng Kung University, Taiwan","institution_ids":["https://openalex.org/I91807558"]},{"raw_affiliation_string":"[Dept. of Electr. Eng., Nat. Cheng-Kung Univ., Tainan, Taiwan]","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057756010","display_name":"Syue-Ru Lyu","orcid":null},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Syue-Ru Lyu","raw_affiliation_strings":["Department of Electrical Engineering, National Cheng Kung University, Taiwan","[Dept. of Electr. Eng., Nat. Cheng-Kung Univ., Tainan, Taiwan]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Cheng Kung University, Taiwan","institution_ids":["https://openalex.org/I91807558"]},{"raw_affiliation_string":"[Dept. of Electr. Eng., Nat. Cheng-Kung Univ., Tainan, Taiwan]","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101533102","display_name":"Tzu-Chi Huang","orcid":"https://orcid.org/0000-0003-1310-8531"},"institutions":[{"id":"https://openalex.org/I50519452","display_name":"Lunghwa University of Science and Technology","ror":"https://ror.org/001y2wd07","country_code":"TW","type":"education","lineage":["https://openalex.org/I50519452"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tzu-Chi Huang","raw_affiliation_strings":["Department of Electronic Engineering, Lunghwa University of Science and Technology, Taiwan","Dept. of Electron. Eng., Lunghwa Univ. of Sci. & technology, Taoyuan, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Lunghwa University of Science and Technology, Taiwan","institution_ids":["https://openalex.org/I50519452"]},{"raw_affiliation_string":"Dept. of Electron. Eng., Lunghwa Univ. of Sci. & technology, Taoyuan, Taiwan","institution_ids":["https://openalex.org/I50519452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102814290","display_name":"Chien\u2010Sheng Chen","orcid":"https://orcid.org/0000-0002-7448-1877"},"institutions":[{"id":"https://openalex.org/I108377105","display_name":"Tainan University of Technology","ror":"https://ror.org/03967fe87","country_code":"TW","type":"education","lineage":["https://openalex.org/I108377105"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chien-Sheng Chen","raw_affiliation_strings":["Department of Information Management, Tainan University of Technology, Taiwan","Dept. of Inf. Manage., Tainan Univ. of Technol., Tainan, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Management, Tainan University of Technology, Taiwan","institution_ids":["https://openalex.org/I108377105"]},{"raw_affiliation_string":"Dept. of Inf. Manage., Tainan Univ. of Technol., Tainan, Taiwan","institution_ids":["https://openalex.org/I108377105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087314182","display_name":"Ping-Fan Ho","orcid":"https://orcid.org/0000-0002-3640-8695"},"institutions":[{"id":"https://openalex.org/I4210148468","display_name":"Industrial Technology Research Institute","ror":"https://ror.org/05szzwt63","country_code":"TW","type":"nonprofit","lineage":["https://openalex.org/I4210148468"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ping-Fan Ho","raw_affiliation_strings":["Information and Communications Research Laboratories, ITRI, Taiwan","Inf. & Commun. Res. Labs., ITRI, Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information and Communications Research Laboratories, ITRI, Taiwan","institution_ids":["https://openalex.org/I4210148468"]},{"raw_affiliation_string":"Inf. & Commun. Res. Labs., ITRI, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I4210148468"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061101228","display_name":"Ming\u2010Fong Tsai","orcid":"https://orcid.org/0000-0001-9046-2513"},"institutions":[{"id":"https://openalex.org/I4210148468","display_name":"Industrial Technology Research Institute","ror":"https://ror.org/05szzwt63","country_code":"TW","type":"nonprofit","lineage":["https://openalex.org/I4210148468"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ming-Fong Tsai","raw_affiliation_strings":["Information and Communications Research Laboratories, ITRI, Taiwan","Inf. & Commun. Res. Labs., ITRI, Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information and Communications Research Laboratories, ITRI, Taiwan","institution_ids":["https://openalex.org/I4210148468"]},{"raw_affiliation_string":"Inf. & Commun. Res. Labs., ITRI, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I4210148468"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16650258,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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":0.9951000213623047,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9900000095367432,"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":0.8596465587615967},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8313696384429932},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.7036081552505493},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.654700517654419},{"id":"https://openalex.org/keywords/programming-paradigm","display_name":"Programming paradigm","score":0.6095779538154602},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.5787572264671326},{"id":"https://openalex.org/keywords/scaling","display_name":"Scaling","score":0.533004641532898},{"id":"https://openalex.org/keywords/computer-cluster","display_name":"Computer cluster","score":0.4642055630683899},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.45007210969924927},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3608289957046509},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.35883694887161255},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3029256761074066}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8596465587615967},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8313696384429932},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.7036081552505493},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.654700517654419},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.6095779538154602},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.5787572264671326},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.533004641532898},{"id":"https://openalex.org/C29140674","wikidata":"https://www.wikidata.org/wiki/Q206637","display_name":"Computer cluster","level":2,"score":0.4642055630683899},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.45007210969924927},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3608289957046509},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.35883694887161255},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3029256761074066},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iswpc.2013.6707441","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iswpc.2013.6707441","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Symposium on Wireless and pervasive Computing (ISWPC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8899999856948853,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W140644435","https://openalex.org/W1861377444","https://openalex.org/W1980720402","https://openalex.org/W2017751491","https://openalex.org/W2099052309","https://openalex.org/W2102130607","https://openalex.org/W2109722477","https://openalex.org/W2118651798","https://openalex.org/W2119738171","https://openalex.org/W2132399973","https://openalex.org/W2133797469","https://openalex.org/W2173213060","https://openalex.org/W6605663629","https://openalex.org/W6639193275","https://openalex.org/W6675314362","https://openalex.org/W6676367512"],"related_works":["https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2910064364","https://openalex.org/W4255224757","https://openalex.org/W2094653465","https://openalex.org/W4239125441","https://openalex.org/W2366626519"],"abstract_inverted_index":{"Due":[0],"to":[1,40,73,80,85,92,147],"the":[2,75,78,137],"rise":[3],"of":[4,24,49,77],"cloud":[5,8],"computing,":[6],"many":[7,30,63,126,145],"services":[9],"have":[10,34],"been":[11],"developed.":[12],"Google":[13],"proposed":[14,28,72],"a":[15,54,100,118,133],"programming":[16,38],"model":[17,39],"called":[18],"MapReduce":[19],"for":[20,45],"processing":[21],"large":[22,47],"amounts":[23,48],"data.":[25,50],"After":[26],"YAHOO!":[27],"Hadoop,":[29],"companies":[31],"and":[32,104,111,156,159],"enterprises":[33],"started":[35],"using":[36],"this":[37],"establish":[41],"their":[42],"own":[43],"cluster":[44,55,79,134],"handling":[46],"Computing":[51],"resources":[52],"within":[53],"are":[56,67],"often":[57],"not":[58],"all":[59],"be":[60,130],"used.":[61],"Therefore,":[62,107],"researches":[64],"about":[65],"cluster-scaling":[66],"presented.":[68],"These":[69],"studies":[70],"were":[71],"reduce":[74],"size":[76],"achieve":[81],"power":[82,105,160],"saving":[83,113,161],"or":[84],"add":[86],"more":[87],"computing":[88,127],"nodes":[89,128],"in":[90,144,153],"order":[91],"obtain":[93],"better":[94],"performance.":[95],"However,":[96],"there":[97],"is":[98,151],"always":[99],"trade-off":[101],"between":[102],"performance":[103,110,158],"saving.":[106],"taking":[108],"both":[109],"energy":[112],"into":[114],"account,":[115],"we":[116],"propose":[117],"simple":[119],"policy":[120,143],"which":[121],"can":[122,129],"effectively":[123],"identify":[124],"how":[125],"inactivated":[131],"from":[132],"without":[135],"affecting":[136],"execution":[138],"time.":[139],"We":[140],"evaluate":[141],"our":[142],"cases":[146],"prove":[148],"that":[149],"it":[150],"well-performed":[152],"different":[154],"configurations":[155],"achieves":[157],"both.":[162]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
