{"id":"https://openalex.org/W4400276303","doi":"https://doi.org/10.1109/mcom.004.2300693","title":"Toward Deep Application-Network Integration: Architectures, Progress and Opportunities","display_name":"Toward Deep Application-Network Integration: Architectures, Progress and Opportunities","publication_year":2024,"publication_date":"2024-07-03","ids":{"openalex":"https://openalex.org/W4400276303","doi":"https://doi.org/10.1109/mcom.004.2300693"},"language":"en","primary_location":{"id":"doi:10.1109/mcom.004.2300693","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.004.2300693","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Communications Magazine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://upcommons.upc.edu/bitstreams/515e03a8-6cfb-45c0-8220-a33f3ab5dcf8/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046240908","display_name":"Berta Serracanta","orcid":"https://orcid.org/0000-0003-3195-2576"},"institutions":[{"id":"https://openalex.org/I4210136471","display_name":"FC Barcelona","ror":"https://ror.org/04bpz1v84","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210136471"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Berta Serracanta","raw_affiliation_strings":["UPC BarcelonaTech,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UPC BarcelonaTech,Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I4210136471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101750100","display_name":"Kai Gao","orcid":"https://orcid.org/0000-0003-4144-0291"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Gao","raw_affiliation_strings":["Sichuan University,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sichuan University,China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099282516","display_name":"Jordi Ros-Giralt","orcid":null},"institutions":[{"id":"https://openalex.org/I19268510","display_name":"Qualcomm (United Kingdom)","ror":"https://ror.org/04d3djg48","country_code":"GB","type":"company","lineage":["https://openalex.org/I19268510","https://openalex.org/I4210087596"]},{"id":"https://openalex.org/I4210087596","display_name":"Qualcomm (United States)","ror":"https://ror.org/002zrf773","country_code":"US","type":"company","lineage":["https://openalex.org/I4210087596"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Jordi Ros-Giralt","raw_affiliation_strings":["Qualcomm Europe, Inc.,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qualcomm Europe, Inc.,USA","institution_ids":["https://openalex.org/I19268510","https://openalex.org/I4210087596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057022350","display_name":"Alberto Rodr\u00edguez-Natal","orcid":"https://orcid.org/0000-0002-4239-5309"},"institutions":[{"id":"https://openalex.org/I2801562743","display_name":"Cisco College","ror":"https://ror.org/03gc7jk79","country_code":"US","type":"education","lineage":["https://openalex.org/I2801562743"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alberto Rodriguez-Natal","raw_affiliation_strings":["Cisco,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cisco,USA","institution_ids":["https://openalex.org/I2801562743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048220579","display_name":"Luis Contreras","orcid":"https://orcid.org/0000-0002-7957-4941"},"institutions":[{"id":"https://openalex.org/I4210097190","display_name":"Telef\u00f3nica (Spain)","ror":"https://ror.org/012f7tj07","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210097190"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Luis Contreras","raw_affiliation_strings":["Telefonica CTIO,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telefonica CTIO,Spain","institution_ids":["https://openalex.org/I4210097190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110046676","display_name":"Richard Yang","orcid":"https://orcid.org/0009-0008-8283-4952"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Richard Yang","raw_affiliation_strings":["Yale University,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Yale University,USA","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091745795","display_name":"Albert Cabellos\u2010Aparicio","orcid":"https://orcid.org/0000-0001-9329-7584"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Albert Cabellos","raw_affiliation_strings":["Universitat Polit&#x00E9;cnica de Catalunya,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitat Polit&#x00E9;cnica de Catalunya,Spain","institution_ids":["https://openalex.org/I9617848"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3093,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.56108514,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"62","issue":"12","first_page":"128","last_page":"134"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9625999927520752,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9625999927520752,"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":0.9442999958992004,"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":0.9351000189781189,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8221230506896973},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.48467448353767395},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.37367159128189087},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.37356534600257874},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3545382618904114}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8221230506896973},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.48467448353767395},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.37367159128189087},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.37356534600257874},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3545382618904114}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mcom.004.2300693","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.004.2300693","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Communications Magazine","raw_type":"journal-article"},{"id":"pmh:oai:upcommons.upc.edu:2117/425581","is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/425581","pdf_url":"https://upcommons.upc.edu/bitstreams/515e03a8-6cfb-45c0-8220-a33f3ab5dcf8/download","source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:upcommons.upc.edu:2117/425581","is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/425581","pdf_url":"https://upcommons.upc.edu/bitstreams/515e03a8-6cfb-45c0-8220-a33f3ab5dcf8/download","source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2262748287","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3005324705","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320321505","funder_display_name":"Generalitat de Catalunya"},{"id":"https://openalex.org/G3480869486","display_name":null,"funder_award_id":"13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7084143925","display_name":null,"funder_award_id":"AEI/10","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7266728691","display_name":null,"funder_award_id":"13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320321505","display_name":"Generalitat de Catalunya","ror":"https://ror.org/01bg62x04"},{"id":"https://openalex.org/F4320322121","display_name":"Instituci\u00f3 Catalana de Recerca i Estudis Avan\u00e7ats","ror":"https://ror.org/0371hy230"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null},{"id":"https://openalex.org/F4320338080","display_name":"European Social Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4400276303.pdf","grobid_xml":"https://content.openalex.org/works/W4400276303.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W2040340473","https://openalex.org/W2168903090","https://openalex.org/W2291773705","https://openalex.org/W2993763542","https://openalex.org/W3046429108","https://openalex.org/W3163613884","https://openalex.org/W3195431290","https://openalex.org/W4290990725","https://openalex.org/W4290990963","https://openalex.org/W4317796310","https://openalex.org/W6838781100"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"With":[0],"the":[1,21,49,55,73,92,95,113,122],"rise":[2],"of":[3,7,34,57,75,98,166,185,210],"a":[4,31,61,208],"new":[5,148],"generation":[6],"applications":[8],"(e.g.,":[9],"virtual":[10],"and":[11,26,45,52,84,103,147,153,192,200],"augmented":[12],"reality,":[13],"artificial":[14],"intelligence,":[15],"etc.)":[16],"demanding":[17],"stringent":[18],"performance":[19],"requirements,":[20],"need":[22],"for":[23,189],"networking":[24,82,145],"solutions":[25],"architectures":[27],"that":[28,161],"can":[29],"enable":[30],"higher":[32],"quality":[33],"experience":[35],"(QoE)":[36],"has":[37,63],"become":[38],"increasingly":[39],"important.":[40],"While":[41],"jointly":[42],"optimizing":[43],"application":[44,102],"network":[46,58,140],"may":[47],"increase":[48],"applications'":[50],"QoE":[51],"simultaneously":[53],"improve":[54],"utilization":[56],"resources,":[59],"such":[60,132],"paradigm":[62,123],"had":[64],"limited":[65],"success":[66],"in":[67,78,125,138,214],"real":[68],"production":[69],"networks.":[70],"However,":[71],"with":[72,207],"combination":[74],"revolutionary":[76],"trends":[77,110],"computer":[79],"processing":[80],"demands,":[81],"capabilities,":[83],"sustainable":[85],"business":[86,149],"models,":[87],"it":[88],"is":[89,179],"high":[90],"time":[91],"community":[93],"explores":[94],"full":[96],"potential":[97,202],"deeper":[99,167],"integration":[100,169,191],"between":[101,155],"network.":[104],"In":[105],"this":[106],"tutorial":[107],"article,":[108],"recent":[109],"observed":[111],"over":[112],"past":[114],"few":[115],"years":[116],"are":[117,170],"systematically":[118],"reviewed.":[119],"These":[120],"include":[121],"shift":[124],"modern":[126],"communication":[127],"services":[128],"toward":[129],"computing-driven":[130],"applications,":[131],"as":[133],"on-site":[134],"AI":[135],"training,":[136],"advances":[137],"programmable":[139],"technologies":[141],"like":[142],"software":[143],"defined":[144],"(SDN),":[146],"models":[150],"incentivizing":[151],"collaboration":[152],"cooperation":[154],"parties.":[156],"Following":[157],"this,":[158],"successful":[159],"scenarios":[160],"benefit":[162],"from":[163],"various":[164],"forms":[165],"network-application":[168,190,217],"reported,":[171],"highlighting":[172],"their":[173,201],"considerable":[174],"potential.":[175],"A":[176],"unified":[177],"framework":[178],"then":[180],"introduced,":[181],"providing":[182],"an":[183],"overview":[184],"possible":[186],"architecture":[187],"paradigms":[188],"bringing":[193],"awareness":[194],"to":[195],"existing":[196],"abstractions,":[197],"mechanisms,":[198],"tools,":[199],"combinations.":[203],"The":[204],"article":[205],"concludes":[206],"discussion":[209],"several":[211],"remaining":[212],"challenges":[213],"building":[215],"practical":[216],"integrated":[218],"systems.":[219]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-17T08:01:34.144755","created_date":"2025-10-10T00:00:00"}
