{"id":"https://openalex.org/W4400798662","doi":"https://doi.org/10.1145/3671016.3674811","title":"Energy-Aware Satellite-Ground Co-Inference via Layer-Wise Processing Schedule Optimization","display_name":"Energy-Aware Satellite-Ground Co-Inference via Layer-Wise Processing Schedule Optimization","publication_year":2024,"publication_date":"2024-07-17","ids":{"openalex":"https://openalex.org/W4400798662","doi":"https://doi.org/10.1145/3671016.3674811"},"language":"en","primary_location":{"id":"doi:10.1145/3671016.3674811","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3671016.3674811","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th Asia-Pacific Symposium on Internetware","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/A5101982345","display_name":"Yijie Chen","orcid":"https://orcid.org/0009-0002-7911-5646"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yijie Chen","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064672674","display_name":"Qiyang Zhang","orcid":"https://orcid.org/0000-0001-5585-6613"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiyang Zhang","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088853859","display_name":"Ruolin Xing","orcid":"https://orcid.org/0000-0001-8526-0634"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruolin Xing","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087562099","display_name":"Yuanzhe Li","orcid":"https://orcid.org/0000-0003-0594-2745"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanzhe Li","raw_affiliation_strings":["Institute for AI Industry Research (AIR), Tsinghua University, China"],"affiliations":[{"raw_affiliation_string":"Institute for AI Industry Research (AIR), Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100553202","display_name":"Xiao Ma","orcid":"https://orcid.org/0000-0001-7792-9457"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Ma","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109749345","display_name":"Chaoxin Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaoxin Yu","raw_affiliation_strings":["China Mobile GBA Innovation Institute, China"],"affiliations":[{"raw_affiliation_string":"China Mobile GBA Innovation Institute, China","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074291400","display_name":"Yiran Zhang","orcid":"https://orcid.org/0000-0002-3555-0155"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiran Zhang","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016717153","display_name":"Ao Zhou","orcid":"https://orcid.org/0000-0001-5743-9418"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ao Zhou","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054814598","display_name":"Shangguang Wang","orcid":"https://orcid.org/0000-0001-7245-1298"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shangguang Wang","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5101982345"],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":null,"apc_paid":null,"fwci":1.5096,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.84696981,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"303","last_page":"312"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12042","display_name":"Satellite Communication Systems","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T12042","display_name":"Satellite Communication Systems","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T12449","display_name":"Spacecraft Design and Technology","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T13553","display_name":"Age of Information Optimization","score":0.9958999752998352,"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/satellite","display_name":"Satellite","score":0.6856313347816467},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6779012680053711},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.6637362241744995},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.5445312857627869},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.5057759284973145},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4874727725982666},{"id":"https://openalex.org/keywords/energy-minimization","display_name":"Energy minimization","score":0.42491528391838074},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.37703609466552734},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.35777372121810913},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25885969400405884},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.1815601885318756},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13657093048095703},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.10051357746124268}],"concepts":[{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.6856313347816467},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6779012680053711},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.6637362241744995},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.5445312857627869},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.5057759284973145},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4874727725982666},{"id":"https://openalex.org/C14961307","wikidata":"https://www.wikidata.org/wiki/Q5377176","display_name":"Energy minimization","level":2,"score":0.42491528391838074},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.37703609466552734},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.35777372121810913},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25885969400405884},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.1815601885318756},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13657093048095703},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.10051357746124268},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C147597530","wikidata":"https://www.wikidata.org/wiki/Q369472","display_name":"Computational chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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:10.1145/3671016.3674811","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3671016.3674811","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th Asia-Pacific Symposium on Internetware","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6499999761581421,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1988150196","https://openalex.org/W2097117768","https://openalex.org/W2482772958","https://openalex.org/W2503082915","https://openalex.org/W2521915382","https://openalex.org/W2892952080","https://openalex.org/W2897808012","https://openalex.org/W2920031528","https://openalex.org/W2922634353","https://openalex.org/W2962923976","https://openalex.org/W2970971581","https://openalex.org/W3012002440","https://openalex.org/W3021447659","https://openalex.org/W3046996734","https://openalex.org/W3049486025","https://openalex.org/W3094144275","https://openalex.org/W3096506146","https://openalex.org/W3124916734","https://openalex.org/W3165698711","https://openalex.org/W4221138647","https://openalex.org/W4226042837","https://openalex.org/W4312403675","https://openalex.org/W4312639110","https://openalex.org/W4327911472","https://openalex.org/W4328030459","https://openalex.org/W4383754196","https://openalex.org/W4385569857","https://openalex.org/W4399121634","https://openalex.org/W4401386003"],"related_works":["https://openalex.org/W2055243143","https://openalex.org/W2195904091","https://openalex.org/W4321636575","https://openalex.org/W1986418932","https://openalex.org/W2357796999","https://openalex.org/W2045526782","https://openalex.org/W2741131631","https://openalex.org/W2156919374","https://openalex.org/W1984019423","https://openalex.org/W4280588203"],"abstract_inverted_index":{"Recent":[0],"advancements":[1],"in":[2,116,161],"Low":[3],"Earth":[4],"Orbit":[5],"(LEO)":[6],"satellites":[7,66,119],"are":[8],"facilitating":[9],"the":[10,26,49,68,76,89,98,136,140,143,162],"provision":[11],"of":[12,32,52,134,199],"Deep":[13],"Neural":[14],"Networks":[15],"(DNNs)-inherent":[16],"services":[17],"to":[18,88,158],"achieve":[19],"ubiquitous":[20],"coverage":[21],"via":[22],"satellite":[23,39,141],"computing.":[24],"However,":[25,74],"computational":[27],"demands":[28],"and":[29,44,67,103,120],"energy":[30,91,101,124,137,194],"consumption":[31,92,102,125,138],"DNN":[33,53],"models":[34],"pose":[35],"significant":[36],"challenges":[37],"for":[38,79],"computing":[40],"with":[41,82],"limited":[42],"power":[43],"computation":[45],"resources.":[46],"Based":[47],"on":[48,65,71,110,139,175],"hierarchical":[50],"characteristics":[51],"models,":[54],"we":[55,106,129,169,184],"propose":[56,170],"a":[57,111,122,181],"satellite-ground":[58],"co-inference":[59],"strategy":[60],"that":[61,189],"executing":[62],"certain":[63],"layers":[64,70,78],"remaining":[69],"ground":[72],"servers.":[73],"identifying":[75],"optimal":[77],"in-orbit":[80],"processing":[81],"latency":[83,144],"constraints":[84],"is":[85,155],"challenging":[86],"due":[87,157],"uncertain":[90],"across":[93],"diverse":[94],"models.":[95],"To":[96,166],"explore":[97],"correlation":[99],"between":[100],"layer":[104],"types,":[105],"conduct":[107,185],"comprehensive":[108],"measurements":[109],"hardware":[112],"device":[113],"commonly":[114],"found":[115],"commercial":[117],"LEO":[118],"develop":[121],"layer-based":[123],"prediction":[126],"model.":[127],"Then,":[128],"formulate":[130],"an":[131,147,171,197],"optimization":[132],"problem":[133,154],"minimizing":[135],"within":[142],"constraint":[145],"as":[146],"integer":[148],"nonlinear":[149],"programming":[150],"problem.":[151],"Solving":[152],"this":[153],"difficult":[156],"combinatorial":[159],"explosion":[160],"discrete":[163],"solution":[164],"space.":[165],"address":[167],"this,":[168],"improved":[172],"algorithm":[173,191],"based":[174],"genetic":[176],"algorithms.":[177],"Using":[178],"configurations":[179],"from":[180],"real":[182],"satellite,":[183],"simulation":[186],"experiments,":[187],"concluding":[188],"our":[190],"significantly":[192],"improves":[193],"savings":[195],"by":[196],"average":[198],"27":[200],"\u00d7.":[201]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
