{"id":"https://openalex.org/W4304820069","doi":"https://doi.org/10.1109/ipccc55026.2022.9894314","title":"KylinTune: DQN-based Energy-efficient Model for Browser in Mobile Devices","display_name":"KylinTune: DQN-based Energy-efficient Model for Browser in Mobile Devices","publication_year":2022,"publication_date":"2022-10-12","ids":{"openalex":"https://openalex.org/W4304820069","doi":"https://doi.org/10.1109/ipccc55026.2022.9894314"},"language":"en","primary_location":{"id":"doi:10.1109/ipccc55026.2022.9894314","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipccc55026.2022.9894314","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Performance, Computing, and Communications Conference (IPCCC)","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/A5100409289","display_name":"Hao Xu","orcid":"https://orcid.org/0000-0002-8992-6488"},"institutions":[{"id":"https://openalex.org/I198357462","display_name":"Changsha University","ror":"https://ror.org/011d8sm39","country_code":"CN","type":"education","lineage":["https://openalex.org/I198357462"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hao Xu","raw_affiliation_strings":["National University of Denfence Technology,College of computer,Changsha,China","College of computer, National University of Denfence Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"National University of Denfence Technology,College of computer,Changsha,China","institution_ids":["https://openalex.org/I198357462"]},{"raw_affiliation_string":"College of computer, National University of Denfence Technology, Changsha, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068215482","display_name":"Long Peng","orcid":"https://orcid.org/0000-0002-1379-0238"},"institutions":[{"id":"https://openalex.org/I198357462","display_name":"Changsha University","ror":"https://ror.org/011d8sm39","country_code":"CN","type":"education","lineage":["https://openalex.org/I198357462"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Long Peng","raw_affiliation_strings":["National University of Denfence Technology,College of computer,Changsha,China","College of computer, National University of Denfence Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"National University of Denfence Technology,College of computer,Changsha,China","institution_ids":["https://openalex.org/I198357462"]},{"raw_affiliation_string":"College of computer, National University of Denfence Technology, Changsha, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100374793","display_name":"Xiaodong Liu","orcid":"https://orcid.org/0000-0002-7612-9981"},"institutions":[{"id":"https://openalex.org/I198357462","display_name":"Changsha University","ror":"https://ror.org/011d8sm39","country_code":"CN","type":"education","lineage":["https://openalex.org/I198357462"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaodong Liu","raw_affiliation_strings":["National University of Denfence Technology,College of computer,Changsha,China","College of computer, National University of Denfence Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"National University of Denfence Technology,College of computer,Changsha,China","institution_ids":["https://openalex.org/I198357462"]},{"raw_affiliation_string":"College of computer, National University of Denfence Technology, Changsha, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008559518","display_name":"Menglin Zhang","orcid":"https://orcid.org/0000-0001-7853-9354"},"institutions":[{"id":"https://openalex.org/I198357462","display_name":"Changsha University","ror":"https://ror.org/011d8sm39","country_code":"CN","type":"education","lineage":["https://openalex.org/I198357462"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Menglin Zhang","raw_affiliation_strings":["National University of Denfence Technology,College of computer,Changsha,China","College of computer, National University of Denfence Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"National University of Denfence Technology,College of computer,Changsha,China","institution_ids":["https://openalex.org/I198357462"]},{"raw_affiliation_string":"College of computer, National University of Denfence Technology, Changsha, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100357282","display_name":"Jun Ma","orcid":"https://orcid.org/0000-0002-6127-000X"},"institutions":[{"id":"https://openalex.org/I198357462","display_name":"Changsha University","ror":"https://ror.org/011d8sm39","country_code":"CN","type":"education","lineage":["https://openalex.org/I198357462"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Ma","raw_affiliation_strings":["National University of Denfence Technology,College of computer,Changsha,China","College of computer, National University of Denfence Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"National University of Denfence Technology,College of computer,Changsha,China","institution_ids":["https://openalex.org/I198357462"]},{"raw_affiliation_string":"College of computer, National University of Denfence Technology, Changsha, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100778370","display_name":"Jie Yu","orcid":"https://orcid.org/0009-0002-8924-2331"},"institutions":[{"id":"https://openalex.org/I198357462","display_name":"Changsha University","ror":"https://ror.org/011d8sm39","country_code":"CN","type":"education","lineage":["https://openalex.org/I198357462"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Yu","raw_affiliation_strings":["National University of Denfence Technology,College of computer,Changsha,China","College of computer, National University of Denfence Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"National University of Denfence Technology,College of computer,Changsha,China","institution_ids":["https://openalex.org/I198357462"]},{"raw_affiliation_string":"College of computer, National University of Denfence Technology, Changsha, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108823015","display_name":"Zibo Yi","orcid":null},"institutions":[{"id":"https://openalex.org/I198357462","display_name":"Changsha University","ror":"https://ror.org/011d8sm39","country_code":"CN","type":"education","lineage":["https://openalex.org/I198357462"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zibo Yi","raw_affiliation_strings":["National University of Denfence Technology,College of computer,Changsha,China","College of computer, National University of Denfence Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"National University of Denfence Technology,College of computer,Changsha,China","institution_ids":["https://openalex.org/I198357462"]},{"raw_affiliation_string":"College of computer, National University of Denfence Technology, Changsha, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100409289"],"corresponding_institution_ids":["https://openalex.org/I198357462"],"apc_list":null,"apc_paid":null,"fwci":0.183,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.48075062,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"254","last_page":"262"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9988999962806702,"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":0.9901000261306763,"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":0.8403881192207336},{"id":"https://openalex.org/keywords/frequency-scaling","display_name":"Frequency scaling","score":0.6508892774581909},{"id":"https://openalex.org/keywords/web-page","display_name":"Web page","score":0.610194206237793},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5391734838485718},{"id":"https://openalex.org/keywords/power-management","display_name":"Power management","score":0.5059799551963806},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.504855215549469},{"id":"https://openalex.org/keywords/web-server","display_name":"Web server","score":0.45141908526420593},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3763905167579651},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.36859768629074097},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.32834160327911377},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.2538391649723053},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.20770755410194397}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8403881192207336},{"id":"https://openalex.org/C157742956","wikidata":"https://www.wikidata.org/wiki/Q3237776","display_name":"Frequency scaling","level":3,"score":0.6508892774581909},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.610194206237793},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5391734838485718},{"id":"https://openalex.org/C2778774385","wikidata":"https://www.wikidata.org/wiki/Q4437810","display_name":"Power management","level":3,"score":0.5059799551963806},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.504855215549469},{"id":"https://openalex.org/C11392498","wikidata":"https://www.wikidata.org/wiki/Q11288","display_name":"Web server","level":3,"score":0.45141908526420593},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3763905167579651},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.36859768629074097},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.32834160327911377},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.2538391649723053},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.20770755410194397},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ipccc55026.2022.9894314","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipccc55026.2022.9894314","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Performance, Computing, and Communications Conference (IPCCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.9100000262260437,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W115883071","https://openalex.org/W1975844231","https://openalex.org/W2003075805","https://openalex.org/W2029529264","https://openalex.org/W2077355162","https://openalex.org/W2086658401","https://openalex.org/W2090066236","https://openalex.org/W2108700985","https://openalex.org/W2141079659","https://openalex.org/W2145339207","https://openalex.org/W2162871433","https://openalex.org/W2209394967","https://openalex.org/W2618440624","https://openalex.org/W2625304072","https://openalex.org/W2889103186","https://openalex.org/W2902340222","https://openalex.org/W2908925809","https://openalex.org/W2979863766","https://openalex.org/W3174119208","https://openalex.org/W3207724653","https://openalex.org/W4301485103","https://openalex.org/W6653915021","https://openalex.org/W6658796969"],"related_works":["https://openalex.org/W1967088250","https://openalex.org/W2144034023","https://openalex.org/W4245552802","https://openalex.org/W2135721350","https://openalex.org/W2036903086","https://openalex.org/W4287778142","https://openalex.org/W3025960525","https://openalex.org/W4238485050","https://openalex.org/W2134782496","https://openalex.org/W2055708881"],"abstract_inverted_index":{"Browser":[0],"is":[1,12,43,85,106],"a":[2,112,132],"key":[3],"application":[4],"for":[5,38,101,131],"mobile":[6,16,36,50,102],"devices":[7,17,37],"and":[8,23,27,88,122,149],"its":[9],"power":[10,70],"management":[11],"significant":[13],"given":[14],"that":[15,59,161],"are":[18],"power-sensitive.":[19],"Currently,":[20],"dynamic":[21],"voltage":[22],"frequency":[24,75,125],"scaling":[25],"(DVFS)":[26],"energy-aware":[28],"scheduling":[29],"(EAS)":[30],"techniques":[31],"have":[32],"been":[33],"implemented":[34],"in":[35,167],"energy":[39,165],"savings.":[40],"However,":[41],"it":[42,151],"still":[44],"challenging":[45],"to":[46,53,63,78,126,141],"achieve":[47],"an":[48,98,127],"energy-efficient":[49,99],"browser":[51,120,144],"due":[52],"the":[54,82,92,119,142,153],"varied":[55],"content":[56],"of":[57,174],"webpages":[58],"need":[60],"different":[61,168],"resources":[62],"fetch,":[64],"parser,":[65],"render,":[66],"etc.":[67],"An":[68],"ideal":[69],"governor":[71,84],"should":[72],"adjust":[73],"CPU":[74,124],"dynamically":[76],"according":[77],"webpage":[79,134],"characteristics,":[80],"but":[81],"current":[83],"configured":[86],"statically":[87],"webpage-agnostic.":[89],"To":[90],"address":[91],"above":[93],"issues,":[94],"we":[95],"propose":[96],"KylinTune,":[97],"model":[100],"browsers.":[103],"The":[104],"KylinTune":[105,116,140,162],"based":[107,135],"on":[108,136,145,152],"Deep-Q":[109],"Network":[110],"(DQN),":[111],"reinforcement":[113],"learning":[114],"technique.":[115],"learns":[117],"from":[118],"runtime":[121],"adjusts":[123],"optimal":[128],"execution":[129],"speed":[130],"specific":[133],"EAS.":[137],"We":[138],"apply":[139],"Chromium":[143],"Google":[146],"Pixel2":[147],"XL":[148],"evaluate":[150],"top":[154],"100":[155],"popular":[156],"websites.":[157],"Experimental":[158],"results":[159],"show":[160],"achieves":[163],"14.51%\u201324%":[164],"savings":[166],"loading":[169],"environments,":[170],"with":[171],"trivial":[172],"quality":[173],"service":[175],"(QoS)":[176],"degradation.":[177]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}