创新、规模化发展与数字体验升级路线图

Scalability, and Enhanced Digital Experiences EDITORS AliMokhAntonio De DomenicoAthanasiosKarapantelakisChongwenHuangChristinaChaccourFathiAbdeldayemJuan DengKeith BallLina BariahMerouane DebbahNavidNikaeinOmarHashashQiyangZhaoSihemCherrared CONTRIBUTORS AALTO UNIVERSITYNassimSehad BEIJING INSTITUTE OF TECHNOLOGYJie ZengYifan Yang BRUNEL UNIVERSITY LONDONKehai QiuKezhi Wang BUBBLERANNavid Nikaein CEA-LETIEmilio Calvanese Strinati CENTRAL SOUTH UNIVERSITYChao Zhang CENTRALESUPÉLEC, UNIVERSITY OF PARIS SACLAYElissa MhannaMohamad AssaadRyad MadiSalah Eddine El AyoubiZeinab Nehme CENTRE TECNOLÒGIC DE TELECOMUNICACIONS DE CATALUNYARasoul Nikbakht Silab CHINA MOBILE COMMUNICATIONS CORPORATIONJiajun WuJuan DengLiexiang YueTianjiao ChenYanping LiangYingpingCui CHINA TELECOMMeiling DaiXiaoou LiuXingyu Shang CHINA UNICOMJinan LiZhuang Zhou EAST CHINA NORMAL UNIVERSITYKun Guo EMIRATES INTEGRATED TELECOMMUNICATIONS COMPANY (DU)FathiAbdeldayemMohammad AlRefaiNajlaAlkaabi ERICSSONAlexandros NikouAliMokhAthanasiosKarapantelakisChristinaChaccourHakimehPurmehdiJohny GemayelServehShalmashiTimothy Murphy EURECOMIliasChatzistefanidisIoannisPitsiorlasRoberto Morabito FENTECHJulienFrisonMoussabDjerrab GSMALouis Powell HUAWEIAntonio De DomenicoChenghuiPengFei WangYvanPointurierZheLiu IMEC-GHENT UNIVERSITYAdnan ShahidEli DePoorterJaron Fontaine ITUVishnu Ram KATIMDheeraj SharmaDimitrisKalogiros KHALIFA UNIVERSITYLina BariahMerouane DebbahSamsonLasaulceWassimHamidouche KING'S COLLEGE LONDON Na YanNan LiSige LiuYang SuYanshaDeng KOREA UNIVERSITYInkyu Lee KTH ROYAL INSTITUTE OF TECHNOLOGYAmirrezaKazemiCarloFischione LIGHTONIacopoPoliIgor Carron NANJING UNIVERSITYBo ChengHaibo ZhouYu Sun NANYANG TECHNOLOGICAL UNIVERSITYChau YuenDusit Niyato NOKIA BELL LABSGianluca Fontanesi NORTHEASTERN UNIVERSITYMaxime ElkaelMichele PoleseSalvatore D’OroTommaso Melodia NORTHWESTERN POLYTECHNICAL UNIVERSITYBo Yang NVIDIAKeith BallMaria Amparo Canaveras GaldonMubeen SyedSwastika Dutta ORANGELecorvé GwénoléMehdi BoudjelliSihem Cherrared QUALCOMMJinane Karam RIMEDO LABSAdrian Kliks (Poznan University of Technology)Marcin DryjanskiPawel Sroka (Poznan University of Technology) SINGAPORE UNIVERSITY OF TECHNOLOGY AND DESIGNTony Q.S. QuekZihan Chen SUN YAT-SEN UNIVERSITYXijun Wang TECHNOLOGY INNOVATION INSTITUTEFaouzi BaderHang ZouQiyang Zhao ULSAN NATIONAL INSTITUTE OF SCIENCE AND TECHNOLOGYHoon Lee UNIVERSITAT POMPEU FABRAGiovanni Geraci (Telefonica Research)Mohamed Benzaghta UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINAWeilong Chen UNIVERSITY OF GRANADAMarios Kountouris UNIVERSITY OF HONG KONGHongyangDuKaibinHuang UNIVERSITY OF HOUSTONZhu Han UNIVERSITY OF LEEDSMaryam HafeezMuhammad AmirSyed A. R. ZaidiZeinab Nezami UNIVERSITY OF MICHIGANZitaoShuai UNIVERSITY OF OULUAhmed ElbakaryChaouki Ben IssaidMehdi Bennis UNIVERSITY OF YORKAhmed Al-TahmeesschiHamed AhmadiSwarna Bindu Chetty VIRGINIA TECHChristo Kurisummoottil ThomasOmar HashashWalid Saad XIDIAN UNIVERSITYXuelin Cao YALE UNIVERSITYAli MaatoukLeandros TassiulasRex Ying ZHEJIANG UNIVERSITYBohao WangChongwen HuangFenghao ZhuHoward H. YangQianqian YangRongpeng LiXiaoxue YuXinquan WangYuxuan ChenZhaohui YangZhaoyang ZhangZhenyuYangZirui Chen EXECUTIVE SUMMARY Theriseofgenerativeartificialintelligence(AI)asanovelfrontierthatuniquelymergesadvanced levels ofintelligencewith revolutionary user experiences isredefiningthe AI landscape for future cellular networks.In particular,thetransitiontowards6GsystemshasintroducedamyriadofchallengesinherenttotheirAI-nativenetworkdesign,requiringinnovativesolutionstoenablereal-timenetworkorchestration,intelligent decision-making,and adaptive dynamicconfigurations.Meanwhile,theenvisioneduserexperiencesfor6Garegrowingincreasinglycomplex,exceeding the capabilities offered by vintage wirelesstechnologiesandconventionalAIsolutionstosatisfytheiradvanceddemands. Withitsdisruptiveimpactevidentacrossdiversefields,generativeAIpossessesimmensepotential to tackle these challenges,leveraging its exceptionalcapabilitiesto manage complex tasks,operate autonomously,and adaptseamlesslytoscenariosbeyonditstrainingdomain.Remarkably,generativeAIprovidesa transformative opportunity for telecom and cellular networks tobridgethisdefinedgapin6Gsystems,therebyshiftingtowardsanewerawithcutting-edgeAIinnovationsacrossthedifferentsystemanduserlevels. Inessence,theintroductionofgenerativeAIintothetelecomdomainisprimarilyfacilitatedbyasetoflarge-scaleAImodelsdenotedaslargetelecommodels(LTMs).TheseLTMsarespecificallydesignedtotailortheabilitiesoflargescaleAImodelstoeffectivelymeetthedemandsofthetelecomecosystem.Thegoalofthiswhitepaper is toshed light onthe potential ofLTMstorevolutionize thetelecomfunctionsandapplicationsfromthetheoreticaldesign,implementation,anddeploymentperspectives,whiletouchingontheregulatory,standardization,and industrial frameworks that govern their realization inpractice.Tothisend,thiswhitepaperprovidesanexplan