{"id":"https://openalex.org/W7124179471","doi":"https://doi.org/10.1109/icpads67057.2025.11323169","title":"EdgeSched: Adaptive User-Space Scheduling for Serverless Functions in Edge Computing","display_name":"EdgeSched: Adaptive User-Space Scheduling for Serverless Functions in Edge Computing","publication_year":2025,"publication_date":"2025-12-14","ids":{"openalex":"https://openalex.org/W7124179471","doi":"https://doi.org/10.1109/icpads67057.2025.11323169"},"language":null,"primary_location":{"id":"doi:10.1109/icpads67057.2025.11323169","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpads67057.2025.11323169","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 31th International Conference on Parallel and Distributed Systems (ICPADS)","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/A5101258749","display_name":"Chengqing Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chengqing Zhao","raw_affiliation_strings":["School of Cyber Science and Engineering, Southeast University,China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Southeast University,China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014522255","display_name":"Bingyan Li","orcid":"https://orcid.org/0000-0002-0404-7709"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Borui Li","raw_affiliation_strings":["School of Computer Science and Engineering, Southeast University,China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Southeast University,China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123000359","display_name":"Shuai Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuai Wang","raw_affiliation_strings":["School of Computer Science and Engineering, Southeast University,China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Southeast University,China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5123000359","display_name":"Shuai Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuai Wang","raw_affiliation_strings":["School of Computer Science and Engineering, Southeast University,China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Southeast University,China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101258749"],"corresponding_institution_ids":["https://openalex.org/I76569877"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.72467408,"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":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.7522000074386597,"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"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.7522000074386597,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.08529999852180481,"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":0.03750000149011612,"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/scheduling","display_name":"Scheduling (production processes)","score":0.6808000206947327},{"id":"https://openalex.org/keywords/fair-share-scheduling","display_name":"Fair-share scheduling","score":0.5974000096321106},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5949000120162964},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5425999760627747},{"id":"https://openalex.org/keywords/two-level-scheduling","display_name":"Two-level scheduling","score":0.5394999980926514},{"id":"https://openalex.org/keywords/round-robin-scheduling","display_name":"Round-robin scheduling","score":0.519599974155426},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.5112000107765198},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.4505000114440918},{"id":"https://openalex.org/keywords/rate-monotonic-scheduling","display_name":"Rate-monotonic scheduling","score":0.4115999937057495}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8364999890327454},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6959999799728394},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6808000206947327},{"id":"https://openalex.org/C31689143","wikidata":"https://www.wikidata.org/wiki/Q733809","display_name":"Fair-share scheduling","level":3,"score":0.5974000096321106},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5949000120162964},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5425999760627747},{"id":"https://openalex.org/C119948110","wikidata":"https://www.wikidata.org/wiki/Q7858726","display_name":"Two-level scheduling","level":4,"score":0.5394999980926514},{"id":"https://openalex.org/C175893541","wikidata":"https://www.wikidata.org/wiki/Q1196582","display_name":"Round-robin scheduling","level":4,"score":0.519599974155426},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.5112000107765198},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.4505000114440918},{"id":"https://openalex.org/C127456818","wikidata":"https://www.wikidata.org/wiki/Q238879","display_name":"Rate-monotonic scheduling","level":4,"score":0.4115999937057495},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.3970000147819519},{"id":"https://openalex.org/C122141398","wikidata":"https://www.wikidata.org/wiki/Q5456330","display_name":"Fixed-priority pre-emptive scheduling","level":5,"score":0.3815999925136566},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.3707999885082245},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.34139999747276306},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.3244999945163727},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.32440000772476196},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.30730000138282776},{"id":"https://openalex.org/C49154492","wikidata":"https://www.wikidata.org/wiki/Q5300","display_name":"Central processing unit","level":2,"score":0.2948000133037567},{"id":"https://openalex.org/C2984822820","wikidata":"https://www.wikidata.org/wiki/Q1123036","display_name":"Processor scheduling","level":3,"score":0.28679999709129333},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.28540000319480896},{"id":"https://openalex.org/C112866106","wikidata":"https://www.wikidata.org/wiki/Q267053","display_name":"Lottery scheduling","level":5,"score":0.27230000495910645},{"id":"https://openalex.org/C32310161","wikidata":"https://www.wikidata.org/wiki/Q666365","display_name":"Earliest deadline first scheduling","level":5,"score":0.26429998874664307},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.26089999079704285}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icpads67057.2025.11323169","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpads67057.2025.11323169","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 31th International Conference on Parallel and Distributed Systems (ICPADS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2761028280","https://openalex.org/W2988103045","https://openalex.org/W3089365967","https://openalex.org/W3206390034","https://openalex.org/W4308426152","https://openalex.org/W4313889498","https://openalex.org/W4321636599","https://openalex.org/W4368408149","https://openalex.org/W4379116896","https://openalex.org/W4388041447","https://openalex.org/W4392901649","https://openalex.org/W4393139888","https://openalex.org/W4403184910","https://openalex.org/W4404407575","https://openalex.org/W7081980270"],"related_works":[],"abstract_inverted_index":{"Serverless":[0],"edge":[1,22,36,47,76,134],"computing":[2,43],"is":[3],"attracting":[4],"increasing":[5],"attention":[6],"due":[7],"to":[8,95,113,150],"its":[9],"management-free":[10],"deployment":[11],"and":[12,32,38,42,98,121,136],"on-demand":[13],"resource":[14],"provision":[15],"characteristics.":[16],"However,":[17],"the":[18,30,39,49,59,100,127],"limited":[19],"resources":[20,117],"on":[21,104,132],"servers":[23],"make":[24,48],"efficient":[25],"task":[26],"scheduling":[27,53,61,70,83,102,123],"crucial.":[28],"Specifically,":[29],"diverse":[31,91],"dynamic":[33],"requests":[34],"in":[35,45,75,126],"scenarios":[37],"intertwined":[40],"networking":[41],"process":[44],"serverless":[46,73],"existing":[50],"one-for-all":[51],"CPU":[52,60,116],"strategy":[54],"fall":[55],"flat.":[56],"To":[57],"address":[58],"problem":[62],"above,":[63],"we":[64,138],"introduce":[65],"EdgeSched,":[66],"an":[67,80],"adaptive":[68],"user-space":[69],"framework":[71],"for":[72],"functions":[74],"computing.":[77],"EdgeSched":[78,108],"proposes":[79],"enclave-based":[81],"hybrid":[82],"technique":[84],"that":[85],"separates":[86],"network":[87],"I/O":[88],"tasks":[89,93],"from":[90],"computational":[92],"efficiently":[94],"different":[96,119,124],"enclaves":[97,120],"applies":[99],"best-fit":[101],"policy":[103],"each":[105],"enclave.":[106],"Furthermore,":[107],"leverages":[109],"deep":[110],"reinforcement":[111],"learning":[112],"adaptively":[114],"schedule":[115],"into":[118],"adapts":[122],"algorithms":[125],"user":[128],"space.":[129],"Through":[130],"experiments":[131],"real-world":[133],"devices":[135],"workloads,":[137],"observe":[139],"a":[140],"more":[141],"than":[142],"<tex":[143],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[144],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$2":[145],"\\times$</tex>":[146],"performance":[147],"improvement":[148],"compared":[149],"state-of-the-art":[151],"methods.":[152]},"counts_by_year":[],"updated_date":"2026-01-16T23:16:36.188383","created_date":"2026-01-15T00:00:00"}
