{"id":"https://openalex.org/W2733801444","doi":"https://doi.org/10.1109/sahcn.2017.7964910","title":"Clockwork: Scheduling Cloud Requests in Mobile Applications","display_name":"Clockwork: Scheduling Cloud Requests in Mobile Applications","publication_year":2017,"publication_date":"2017-06-01","ids":{"openalex":"https://openalex.org/W2733801444","doi":"https://doi.org/10.1109/sahcn.2017.7964910","mag":"2733801444"},"language":"en","primary_location":{"id":"doi:10.1109/sahcn.2017.7964910","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sahcn.2017.7964910","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 14th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON)","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/A5015275781","display_name":"Yanjiao Chen","orcid":"https://orcid.org/0000-0002-1382-0679"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4391768271","display_name":"State Key Laboratory of Software Engineering","ror":"https://ror.org/01z3jn402","country_code":null,"type":"facility","lineage":["https://openalex.org/I37461747","https://openalex.org/I4391768271"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yanjiao Chen","raw_affiliation_strings":["State Key Lab of Software Engineering, Wuhan University, China"],"affiliations":[{"raw_affiliation_string":"State Key Lab of Software Engineering, Wuhan University, China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4391768271"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101712142","display_name":"Zixuan Yu","orcid":"https://orcid.org/0000-0002-1235-7299"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Zixuan Yu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Toronto"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Toronto","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083596391","display_name":"Baochun Li","orcid":"https://orcid.org/0000-0003-2404-0974"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Baochun Li","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Toronto"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Toronto","institution_ids":["https://openalex.org/I185261750"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5015275781"],"corresponding_institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4391768271"],"apc_list":null,"apc_paid":null,"fwci":1.0102,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.82890671,"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":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9991999864578247,"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":0.9991999864578247,"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/T11478","display_name":"Caching and Content Delivery","score":0.9987000226974487,"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/T12238","display_name":"Green IT and Sustainability","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/clockwork","display_name":"Clockwork","score":0.9262772798538208},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8216391801834106},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7080617547035217},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5257840156555176},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5067093968391418},{"id":"https://openalex.org/keywords/on-demand","display_name":"On demand","score":0.45315149426460266},{"id":"https://openalex.org/keywords/mobile-cloud-computing","display_name":"Mobile cloud computing","score":0.4424847364425659},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.42016738653182983},{"id":"https://openalex.org/keywords/pareto-optimal","display_name":"Pareto optimal","score":0.41737908124923706},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.34492164850234985},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3304857611656189},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.30677929520606995},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.17420661449432373},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.16457253694534302},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.11393097043037415},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07300040125846863}],"concepts":[{"id":"https://openalex.org/C112795245","wikidata":"https://www.wikidata.org/wiki/Q1400734","display_name":"Clockwork","level":2,"score":0.9262772798538208},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8216391801834106},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7080617547035217},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5257840156555176},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5067093968391418},{"id":"https://openalex.org/C2983523559","wikidata":"https://www.wikidata.org/wiki/Q410657","display_name":"On demand","level":2,"score":0.45315149426460266},{"id":"https://openalex.org/C2779191767","wikidata":"https://www.wikidata.org/wiki/Q6887075","display_name":"Mobile cloud computing","level":3,"score":0.4424847364425659},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.42016738653182983},{"id":"https://openalex.org/C2986314615","wikidata":"https://www.wikidata.org/wiki/Q36829","display_name":"Pareto optimal","level":3,"score":0.41737908124923706},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34492164850234985},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3304857611656189},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.30677929520606995},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.17420661449432373},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.16457253694534302},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.11393097043037415},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07300040125846863},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"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:10.1109/sahcn.2017.7964910","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sahcn.2017.7964910","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 14th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322015","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2024195151","https://openalex.org/W2105078871","https://openalex.org/W2106098710","https://openalex.org/W2120344179","https://openalex.org/W2120881346","https://openalex.org/W2138772603","https://openalex.org/W2141789294","https://openalex.org/W2142994777","https://openalex.org/W2147524058","https://openalex.org/W2158468884","https://openalex.org/W2159715570","https://openalex.org/W2162233318","https://openalex.org/W4230508317","https://openalex.org/W4240896209","https://openalex.org/W4247988984","https://openalex.org/W6675704460"],"related_works":["https://openalex.org/W2607940916","https://openalex.org/W3006008002","https://openalex.org/W2094718878","https://openalex.org/W2912436397","https://openalex.org/W2176458066","https://openalex.org/W4313445842","https://openalex.org/W2567278883","https://openalex.org/W3006180803","https://openalex.org/W4296485774","https://openalex.org/W4206979407"],"abstract_inverted_index":{"It":[0],"is":[1,39],"essential":[2],"for":[3],"mobile":[4,22,168],"application":[5],"developers":[6,179],"to":[7,11,43,51],"manage":[8],"backend":[9,34,50,98,187],"resources":[10],"serve":[12],"dynamic":[13],"user":[14,29,142,167],"requests":[15,30,74,143],"from":[16],"the":[17,24,28,33,46,49,53,68,96,186],"frontend.":[18],"For":[19],"a":[20,62,101,145,149,158],"typical":[21],"application,":[23],"rate":[25,154],"at":[26,32],"which":[27,66],"arrive":[31],"fluctuates":[35],"dramatically.":[36],"However,":[37],"it":[38],"difficult":[40],"or":[41],"expensive":[42],"frequently":[44],"adjust":[45],"capacity":[47,82,99],"of":[48,119,132,161],"meet":[52],"request":[54],"demand.":[55],"In":[56],"this":[57],"paper,":[58],"we":[59],"present":[60],"Clockwork,":[61],"third-party":[63],"cloud":[64,164],"service,":[65],"smooths":[67],"demand":[69,108],"profile":[70],"by":[71,110],"redistributing":[72],"delay-tolerant":[73],"and":[75,89,117,125,136,151,166],"prioritizing":[76],"delay-sensitive":[77],"requests,":[78],"so":[79],"that":[80,174],"sufficient":[81],"can":[83,176],"be":[84],"provided":[85],"with":[86],"reduced":[87],"cost":[88],"wastage.":[90],"To":[91],"begin":[92],"with,":[93],"Clockwork":[94,140,162,175],"plans":[95],"optimal":[97,153],"on":[100,106,144,163],"relatively":[102],"long":[103],"timescale":[104,147],"based":[105],"future":[107],"estimated":[109],"machine":[111,122],"learning":[112,123,128],"algorithms.":[113],"We":[114,156],"discuss":[115],"pros":[116],"cons":[118],"various":[120],"simple":[121],"algorithms":[124],"advanced":[126],"deep":[127],"algorithms,":[129],"in":[130],"terms":[131],"their":[133],"prediction":[134],"accuracy":[135],"training":[137],"time.":[138],"Then,":[139],"schedules":[141],"shorter":[146],"through":[148],"fair":[150],"Pareto-":[152],"allocation.":[155],"implemented":[157],"fully-functional":[159],"prototype":[160],"servers":[165],"devices.":[169],"The":[170],"experimental":[171],"results":[172],"show":[173],"effectively":[177],"help":[178],"cut":[180],"cost,":[181],"as":[182,184],"well":[183],"improve":[185],"utilization.":[188]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-25T14:56:36.534964","created_date":"2025-10-10T00:00:00"}
