{"id":"https://openalex.org/W4408325263","doi":"https://doi.org/10.1109/globecom52923.2024.10901445","title":"External Memories of PDP Switches for In-Network Implementable Functions Placement: Deep Learning Based Reconfiguration of SFCs","display_name":"External Memories of PDP Switches for In-Network Implementable Functions Placement: Deep Learning Based Reconfiguration of SFCs","publication_year":2024,"publication_date":"2024-12-08","ids":{"openalex":"https://openalex.org/W4408325263","doi":"https://doi.org/10.1109/globecom52923.2024.10901445"},"language":"en","primary_location":{"id":"doi:10.1109/globecom52923.2024.10901445","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom52923.2024.10901445","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2024 - 2024 IEEE Global Communications Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.1109/GLOBECOM52923.2024.10901445","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021338103","display_name":"Somayeh Kianpisheh","orcid":"https://orcid.org/0000-0002-3200-4052"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Somayeh Kianpisheh","raw_affiliation_strings":["University of Oulu,Centre for Wireless Communications,Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oulu,Centre for Wireless Communications,Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087043869","display_name":"Tarik Taleb","orcid":"https://orcid.org/0000-0003-1119-1239"},"institutions":[{"id":"https://openalex.org/I904495901","display_name":"Ruhr University Bochum","ror":"https://ror.org/04tsk2644","country_code":"DE","type":"education","lineage":["https://openalex.org/I904495901"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tarik Taleb","raw_affiliation_strings":["Ruhr University Bochum,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ruhr University Bochum,Germany","institution_ids":["https://openalex.org/I904495901"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.29309488,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2623","last_page":"2628"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10904","display_name":"Embedded Systems Design Techniques","score":0.8783000111579895,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.8783000111579895,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.8547999858856201,"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/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.8522999882698059,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/control-reconfiguration","display_name":"Control reconfiguration","score":0.8295004963874817},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7735756635665894},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3398205637931824},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32082465291023254},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.28362733125686646}],"concepts":[{"id":"https://openalex.org/C119701452","wikidata":"https://www.wikidata.org/wiki/Q5165881","display_name":"Control reconfiguration","level":2,"score":0.8295004963874817},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7735756635665894},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3398205637931824},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32082465291023254},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.28362733125686646}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/globecom52923.2024.10901445","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom52923.2024.10901445","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2024 - 2024 IEEE Global Communications Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:zenodo.org:17573555","is_oa":true,"landing_page_url":"https://doi.org/10.1109/GLOBECOM52923.2024.10901445","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:17573555","is_oa":true,"landing_page_url":"https://doi.org/10.1109/GLOBECOM52923.2024.10901445","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2145339207","https://openalex.org/W2501671132","https://openalex.org/W2591441959","https://openalex.org/W2762658472","https://openalex.org/W2901163215","https://openalex.org/W2923919516","https://openalex.org/W2986807517","https://openalex.org/W3010139513","https://openalex.org/W3024832422","https://openalex.org/W3038078994","https://openalex.org/W3095232868","https://openalex.org/W3188577209","https://openalex.org/W4312295420","https://openalex.org/W4312401421","https://openalex.org/W4312684043","https://openalex.org/W4360604702","https://openalex.org/W6798582137"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W1981002473","https://openalex.org/W2357657342","https://openalex.org/W2153432761","https://openalex.org/W2152623100","https://openalex.org/W4214878056","https://openalex.org/W1580144672","https://openalex.org/W2142042635"],"abstract_inverted_index":{"Network":[0],"function":[1],"virtualization":[2],"leverages":[3],"programmable":[4],"data":[5],"plane":[6],"switches":[7,19,36],"to":[8,13,28,39,60,78,95,111],"deploy":[9],"in-network":[10],"implementable":[11],"functions,":[12],"improve":[14],"QoS.":[15],"The":[16,52],"memories":[17,38],"of":[18,98],"can":[20],"be":[21],"extended":[22],"through":[23],"remote":[24],"direct":[25],"memory":[26],"access":[27,29],"external":[30,37],"memories.":[31],"This":[32],"paper":[33],"exploits":[34],"the":[35,62,69,96],"place":[40],"VNFs":[41],"at":[42],"time":[43],"intervals":[44],"with":[45,83,91],"ultra-low":[46],"latency":[47],"and":[48,64,86,102,123],"high":[49],"bandwidth":[50],"demands.":[51],"reconfiguration":[53,65],"decision":[54],"is":[55,76],"modeled":[56],"as":[57],"an":[58],"optimization":[59],"minimize":[61],"deployment":[63,99],"cost,":[66],"while":[67],"meeting":[68],"SFCs":[70],"deadlines.":[71],"A":[72],"DRL":[73],"based":[74],"method":[75],"proposed":[77],"reconfigure":[79],"service":[80],"chains":[81],"adoptable":[82],"dynamic":[84,103],"network":[85],"traffic":[87],"characteristics.":[88],"To":[89],"deal":[90],"slow":[92],"convergence":[93],"due":[94],"complexity":[97],"scenarios,":[100],"static":[101],"filters":[104],"are":[105],"used":[106],"in":[107,119],"policy":[108],"networks":[109],"construction":[110],"diminish":[112],"unfeasible":[113],"placement":[114],"exploration.":[115],"Results":[116],"illustrate":[117],"improvement":[118],"convergence,":[120],"acceptance":[121],"ratio":[122],"cost.":[124]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
