{"id":"https://openalex.org/W3036628109","doi":"https://doi.org/10.1145/3396851.3402921","title":"Explicitly Consider Server-Attached Fans for Thermal Modeling in Edge Data Centers","display_name":"Explicitly Consider Server-Attached Fans for Thermal Modeling in Edge Data Centers","publication_year":2020,"publication_date":"2020-06-12","ids":{"openalex":"https://openalex.org/W3036628109","doi":"https://doi.org/10.1145/3396851.3402921","mag":"3036628109"},"language":"en","primary_location":{"id":"doi:10.1145/3396851.3402921","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3396851.3402921","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eleventh ACM International Conference on Future Energy Systems","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/A5100440529","display_name":"Xu Zhao","orcid":"https://orcid.org/0000-0003-4097-526X"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xu Zhao","raw_affiliation_strings":["Alibaba Cloud Computing Co. Ltd., Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Cloud Computing Co. Ltd., Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107338445","display_name":"Yijun Lu","orcid":"https://orcid.org/0000-0003-1985-0796"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yijun Lu","raw_affiliation_strings":["Alibaba Cloud Computing Co. Ltd., Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Cloud Computing Co. Ltd., Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018088512","display_name":"Zhan Li","orcid":"https://orcid.org/0009-0005-2648-6824"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhan Li","raw_affiliation_strings":["Alibaba Cloud Computing Co. Ltd., Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Cloud Computing Co. Ltd., Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101812238","display_name":"Jian Tan","orcid":"https://orcid.org/0000-0002-1080-9300"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Tan","raw_affiliation_strings":["Alibaba Cloud Computing Co. Ltd., Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Cloud Computing Co. Ltd., Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031545126","display_name":"Youquan Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Youquan Feng","raw_affiliation_strings":["Alibaba Cloud Computing Co. Ltd., Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Cloud Computing Co. Ltd., Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102700537","display_name":"Yuan Tao","orcid":null},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Tao","raw_affiliation_strings":["Alibaba Cloud Computing Co. Ltd., Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Cloud Computing Co. Ltd., Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100440529"],"corresponding_institution_ids":["https://openalex.org/I45928872"],"apc_list":null,"apc_paid":null,"fwci":0.5338,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.73986724,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"38","issue":null,"first_page":"554","last_page":"559"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9994000196456909,"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":0.9994000196456909,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9975000023841858,"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"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9968000054359436,"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/data-center","display_name":"Data center","score":0.9144952297210693},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.8020933270454407},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7494989037513733},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6493465304374695},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5958848595619202},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5752245187759399},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.5294273495674133},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.42258352041244507},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.41110047698020935},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3387928605079651},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2728901505470276},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24764665961265564},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1601976454257965},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.13804548978805542},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12841811776161194}],"concepts":[{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.9144952297210693},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.8020933270454407},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7494989037513733},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6493465304374695},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5958848595619202},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5752245187759399},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.5294273495674133},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.42258352041244507},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.41110047698020935},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3387928605079651},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2728901505470276},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24764665961265564},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1601976454257965},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.13804548978805542},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12841811776161194},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3396851.3402921","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3396851.3402921","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eleventh ACM International Conference on Future Energy Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1977183758","https://openalex.org/W1983299021","https://openalex.org/W2040695147","https://openalex.org/W2045349136","https://openalex.org/W2075653320","https://openalex.org/W2079585008","https://openalex.org/W2103238722","https://openalex.org/W2134146227","https://openalex.org/W2164921888","https://openalex.org/W2392395307","https://openalex.org/W2763295300","https://openalex.org/W2797834230","https://openalex.org/W2816746026","https://openalex.org/W2885113976","https://openalex.org/W2886097115","https://openalex.org/W2951142264","https://openalex.org/W2959324952","https://openalex.org/W3003611073","https://openalex.org/W3105620684","https://openalex.org/W4243097184"],"related_works":["https://openalex.org/W2055187606","https://openalex.org/W1498304890","https://openalex.org/W1969542292","https://openalex.org/W4214914670","https://openalex.org/W2084875360","https://openalex.org/W3006216828","https://openalex.org/W3123077549","https://openalex.org/W2904165227","https://openalex.org/W4386004629","https://openalex.org/W2942586735"],"abstract_inverted_index":{"Edge":[0],"data":[1,7,17,21,49,56,91,139,158,172],"center":[2,8,22,50],"has":[3],"become":[4],"an":[5,19,47,137,156],"important":[6],"type":[9],"in":[10,46,53,89,111,125,136,181],"recent":[11],"years.":[12],"Comparing":[13],"to":[14,39,43,70,101,129,154,212],"a":[15,54,119,126,132,144,169],"conventional":[16,55],"center,":[18,173],"edge":[20,48,90,138,157,171],"often":[23],"lacks":[24],"sophisticated":[25],"cooling":[26],"equipment":[27],"and":[28],"infrastructure":[29],"support.":[30],"In":[31,81],"the":[32,102,112,150,165,174,200],"resulting":[33],"poor":[34],"thermal":[35,74,109,114,134,185],"environment,":[36],"fans":[37,66,99],"attached":[38,100],"individual":[40,183],"servers":[41,103],"have":[42,59],"work":[44],"harder":[45],"than":[51],"those":[52],"center.":[57,140],"Research":[58],"shown":[60],"that":[61,95,121,148],"power":[62,87,96,124,161,209],"generated":[63,97],"by":[64,98,199],"server-attached":[65],"are":[67],"quite":[68],"significant":[69],"be":[71,105],"ignored":[72],"from":[73,168],"standpoint":[75],"when":[76],"fan":[77,123],"speed":[78],"is":[79],"high.":[80],"this":[82],"paper,":[83],"as":[84,205,207],"we":[85,93],"consider":[86],"efficiency":[88],"centers,":[92],"argue":[94],"should":[104],"explicitly":[106],"considered":[107],"for":[108],"modeling":[110],"overall":[113,160],"optimization":[115],"framework.":[116],"We":[117,141],"propose":[118,143],"design":[120],"incorporates":[122],"neural":[127,152,176,189,202],"network":[128,153,177],"better":[130,179],"predict":[131],"server's":[133,184],"state":[135],"further":[142],"task":[145,195],"scheduling":[146,196],"algorithm":[147],"utilizes":[149],"improved":[151,175,201],"enhance":[155],"center's":[159],"efficiency.":[162],"Based":[163],"on":[164,191],"experimental":[166],"results":[167],"field":[170],"achieves":[178],"accuracy":[180],"predicting":[182],"state,":[186],"outperforming":[187],"other":[188],"networks":[190],"precision.":[192],"The":[193],"proposed":[194],"algorithm,":[197],"powered":[198],"network,":[203],"saves":[204],"much":[206],"11%":[208],"consumption":[210],"comparing":[211],"unoptimized":[213],"algorithms.":[214]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
