{"id":"https://openalex.org/W2792806318","doi":"https://doi.org/10.1145/3163080.3163107","title":"SAAP","display_name":"SAAP","publication_year":2017,"publication_date":"2017-11-27","ids":{"openalex":"https://openalex.org/W2792806318","doi":"https://doi.org/10.1145/3163080.3163107","mag":"2792806318"},"language":"en","primary_location":{"id":"doi:10.1145/3163080.3163107","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3163080.3163107","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Signal Processing 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/A5015586367","display_name":"Sikai Xing","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Sikai Xing","raw_affiliation_strings":["Shanghai Institute for Advanced Communication and Data Science, Shanghai Jiao Tong University"],"affiliations":[{"raw_affiliation_string":"Shanghai Institute for Advanced Communication and Data Science, Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041333646","display_name":"Shiyou Qian","orcid":"https://orcid.org/0000-0001-7775-1740"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiyou Qian","raw_affiliation_strings":["Shanghai Institute for Advanced Communication and Data Science, Shanghai Jiao Tong University"],"affiliations":[{"raw_affiliation_string":"Shanghai Institute for Advanced Communication and Data Science, Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100648774","display_name":"Jian Cao","orcid":"https://orcid.org/0000-0002-0036-9436"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Cao","raw_affiliation_strings":["Shanghai Institute for Advanced Communication and Data Science, Shanghai Jiao Tong University"],"affiliations":[{"raw_affiliation_string":"Shanghai Institute for Advanced Communication and Data Science, Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100608804","display_name":"Minglu Li","orcid":"https://orcid.org/0000-0001-6547-3472"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minglu Li","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101490654","display_name":"Guangtao Xue","orcid":"https://orcid.org/0000-0002-1617-3593"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangtao Xue","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081759167","display_name":"Yanmin Zhu","orcid":"https://orcid.org/0000-0001-6406-4992"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanmin Zhu","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5015586367"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.29251701,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"37","last_page":"44"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9909999966621399,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9894000291824341,"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/server","display_name":"Server","score":0.8383232355117798},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7846398949623108},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5243558883666992},{"id":"https://openalex.org/keywords/job-scheduler","display_name":"Job scheduler","score":0.4670295715332031},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.42101913690567017},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.4149616062641144},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.41390669345855713},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3799320459365845},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.08420699834823608}],"concepts":[{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.8383232355117798},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7846398949623108},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5243558883666992},{"id":"https://openalex.org/C111873713","wikidata":"https://www.wikidata.org/wiki/Q1641413","display_name":"Job scheduler","level":3,"score":0.4670295715332031},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.42101913690567017},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.4149616062641144},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.41390669345855713},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3799320459365845},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.08420699834823608},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3163080.3163107","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3163080.3163107","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Signal Processing Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.5899999737739563}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322999","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1495747516","https://openalex.org/W1534477342","https://openalex.org/W1779305817","https://openalex.org/W1959671196","https://openalex.org/W1983662669","https://openalex.org/W2066630014","https://openalex.org/W2096823577","https://openalex.org/W2114013702","https://openalex.org/W2114296561","https://openalex.org/W2122494490","https://openalex.org/W2135691157","https://openalex.org/W2140831914","https://openalex.org/W2145468793","https://openalex.org/W2172064003","https://openalex.org/W2561675875","https://openalex.org/W2798058877","https://openalex.org/W3036278947","https://openalex.org/W3158361138"],"related_works":["https://openalex.org/W3204654320","https://openalex.org/W2139982839","https://openalex.org/W1984267569","https://openalex.org/W2092966558","https://openalex.org/W1956651153","https://openalex.org/W2347561926","https://openalex.org/W2327547880","https://openalex.org/W3130253067","https://openalex.org/W44553394","https://openalex.org/W3153517983"],"abstract_inverted_index":{"Most":[0],"medium-scale":[1],"above":[2],"corporations":[3],"usually":[4],"construct":[5],"their":[6],"own":[7],"private":[8],"clouds,":[9],"utilizing":[10],"commodity":[11],"servers":[12,26],"to":[13,68,80,95,107,119,122,153,159],"provide":[14],"computing":[15,21,72],"resources.":[16,73],"With":[17,55],"the":[18,30,56,82,97,109,123,155,160,176,194],"increase":[19],"in":[20,33,93,201],"demand,":[22],"more":[23,25],"and":[24],"are":[27,37,49,172,182],"required.":[28],"On":[29],"other":[31],"hand,":[32],"these":[34,70],"corporations,":[35],"there":[36],"hundreds":[38],"or":[39,44],"thousands":[40],"of":[41,58,85,99,112,125,142,147,162,178],"desktops":[42,86,120],"(physical":[43],"virtual":[45],"personal":[46],"computers)":[47],"that":[48,167,188],"running":[50],"with":[51],"low":[52],"resource":[53,83,110],"utilizations.":[54],"availability":[57],"container":[59],"technologies,":[60],"such":[61],"as":[62],"Docker,":[63],"it":[64,77],"is":[65,78,145],"currently":[66],"feasible":[67],"utilize":[69],"potential":[71],"To":[74,127,174],"do":[75],"so,":[76],"critical":[79],"predict":[81,108,154],"consumption":[84],"accurately":[87],"before":[88],"scheduling":[89],"jobs":[90],"for":[91,139],"them,":[92],"order":[94],"improve":[96,169],"execution":[98],"jobs.":[100],"Although":[101],"some":[102],"approaches":[103],"have":[104],"been":[105],"proposed":[106],"utilization":[111],"servers,":[113],"they":[114],"can't":[115],"be":[116],"directly":[117],"applied":[118],"due":[121],"dynamics":[124],"desktops.":[126,143,163],"address":[128],"this":[129],"problem,":[130],"we":[131],"propose":[132],"SAAP,":[133,179],"a":[134],"State-Aware":[135],"Adaptive":[136],"Prediction":[137],"strategy":[138],"CPU":[140,156],"load":[141],"SAAP":[144,189],"capable":[146],"dynamically":[148],"selecting":[149],"appropriate":[150],"prediction":[151,170,202],"algorithms":[152],"load,":[157],"adapting":[158],"state":[161],"Besides,":[164],"two":[165],"patterns":[166],"can":[168],"accuracy":[171],"found.":[173],"evaluate":[175],"effectiveness":[177],"extensive":[180],"experiments":[181],"conducted.":[183],"The":[184],"experimental":[185],"results":[186],"demonstrate":[187],"behaves":[190],"much":[191],"better":[192],"than":[193],"Box-Jenkins":[195],"models":[196],"(AR,":[197],"MA,":[198],"ARMA,":[199],"ARIMA)":[200],"accuracy.":[203]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2018-03-29T00:00:00"}
