{"id":"https://openalex.org/W3012336636","doi":"https://doi.org/10.1109/tnsm.2020.2980899","title":"RoPE: An Architecture for Adaptive Data-Driven Routing Prediction at the Edge","display_name":"RoPE: An Architecture for Adaptive Data-Driven Routing Prediction at the Edge","publication_year":2020,"publication_date":"2020-03-17","ids":{"openalex":"https://openalex.org/W3012336636","doi":"https://doi.org/10.1109/tnsm.2020.2980899","mag":"3012336636"},"language":"en","primary_location":{"id":"doi:10.1109/tnsm.2020.2980899","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2020.2980899","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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 Transactions on Network and Service Management","raw_type":"journal-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/A5011246061","display_name":"Alessio Sacco","orcid":"https://orcid.org/0000-0003-2835-5455"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Alessio Sacco","raw_affiliation_strings":["DAUIN, Politecnico di Torino, Turin, Italy"],"affiliations":[{"raw_affiliation_string":"DAUIN, Politecnico di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055238253","display_name":"Flavio Esposito","orcid":"https://orcid.org/0000-0002-7798-4584"},"institutions":[{"id":"https://openalex.org/I47838141","display_name":"Saint Louis University","ror":"https://ror.org/01p7jjy08","country_code":"US","type":"education","lineage":["https://openalex.org/I47838141"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Flavio Esposito","raw_affiliation_strings":["Saint Louis University, St. Louis, USA"],"affiliations":[{"raw_affiliation_string":"Saint Louis University, St. Louis, USA","institution_ids":["https://openalex.org/I47838141"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010269472","display_name":"Guido Marchetto","orcid":"https://orcid.org/0000-0003-3588-9367"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Guido Marchetto","raw_affiliation_strings":["DAUIN, Politecnico di Torino, Turin, Italy"],"affiliations":[{"raw_affiliation_string":"DAUIN, Politecnico di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5011246061"],"corresponding_institution_ids":["https://openalex.org/I177477856"],"apc_list":null,"apc_paid":null,"fwci":3.0836,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.91733526,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"17","issue":"2","first_page":"986","last_page":"999"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9994999766349792,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9994999766349792,"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/T11478","display_name":"Caching and Content Delivery","score":0.9987999796867371,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.896888017654419},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6095693111419678},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5557575821876526},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4767528474330902},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.4702928066253662},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.46992766857147217},{"id":"https://openalex.org/keywords/software-defined-networking","display_name":"Software-defined networking","score":0.4687243700027466},{"id":"https://openalex.org/keywords/vehicular-ad-hoc-network","display_name":"Vehicular ad hoc network","score":0.4119020998477936},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.40055814385414124},{"id":"https://openalex.org/keywords/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.3390619158744812},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.0869951844215393},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.08651390671730042}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.896888017654419},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6095693111419678},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5557575821876526},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4767528474330902},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.4702928066253662},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.46992766857147217},{"id":"https://openalex.org/C77270119","wikidata":"https://www.wikidata.org/wiki/Q1655198","display_name":"Software-defined networking","level":2,"score":0.4687243700027466},{"id":"https://openalex.org/C192448918","wikidata":"https://www.wikidata.org/wiki/Q682677","display_name":"Vehicular ad hoc network","level":4,"score":0.4119020998477936},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.40055814385414124},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.3390619158744812},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0869951844215393},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08651390671730042},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnsm.2020.2980899","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2020.2980899","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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 Transactions on Network and Service Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.46000000834465027,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G5181377375","display_name":null,"funder_award_id":"1647084","funder_id":"https://openalex.org/F4320337388","funder_display_name":"Division of Computer and Network Systems"},{"id":"https://openalex.org/G6723073839","display_name":null,"funder_award_id":"1836906","funder_id":"https://openalex.org/F4320337388","funder_display_name":"Division of Computer and Network Systems"}],"funders":[{"id":"https://openalex.org/F4320337388","display_name":"Division of Computer and Network Systems","ror":"https://ror.org/02rdzmk74"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":74,"referenced_works":["https://openalex.org/W1975547340","https://openalex.org/W1976944900","https://openalex.org/W1984421004","https://openalex.org/W1985609698","https://openalex.org/W2001276479","https://openalex.org/W2010657328","https://openalex.org/W2017528563","https://openalex.org/W2037928371","https://openalex.org/W2060886733","https://openalex.org/W2069291311","https://openalex.org/W2091333543","https://openalex.org/W2095795470","https://openalex.org/W2096655151","https://openalex.org/W2099657323","https://openalex.org/W2100662739","https://openalex.org/W2101234009","https://openalex.org/W2107409339","https://openalex.org/W2113191015","https://openalex.org/W2114975872","https://openalex.org/W2126047962","https://openalex.org/W2126306851","https://openalex.org/W2136348220","https://openalex.org/W2141299790","https://openalex.org/W2144256528","https://openalex.org/W2156909104","https://openalex.org/W2157458486","https://openalex.org/W2158863190","https://openalex.org/W2161630099","https://openalex.org/W2165723722","https://openalex.org/W2167453047","https://openalex.org/W2170851227","https://openalex.org/W2171223434","https://openalex.org/W2294511912","https://openalex.org/W2322318026","https://openalex.org/W2392395307","https://openalex.org/W2416799949","https://openalex.org/W2471456127","https://openalex.org/W2482797934","https://openalex.org/W2530961946","https://openalex.org/W2567615407","https://openalex.org/W2568772110","https://openalex.org/W2598644340","https://openalex.org/W2600064240","https://openalex.org/W2615459164","https://openalex.org/W2624989916","https://openalex.org/W2743636887","https://openalex.org/W2744628735","https://openalex.org/W2744660401","https://openalex.org/W2751904527","https://openalex.org/W2763832653","https://openalex.org/W2766827306","https://openalex.org/W2768268575","https://openalex.org/W2781875429","https://openalex.org/W2791516919","https://openalex.org/W2798388120","https://openalex.org/W2809684781","https://openalex.org/W2849781392","https://openalex.org/W2919629997","https://openalex.org/W2920158451","https://openalex.org/W2941784530","https://openalex.org/W2947045086","https://openalex.org/W2950533654","https://openalex.org/W2963283923","https://openalex.org/W2964335157","https://openalex.org/W2969806213","https://openalex.org/W3007940350","https://openalex.org/W3137555277","https://openalex.org/W4234692986","https://openalex.org/W4236518304","https://openalex.org/W6654727629","https://openalex.org/W6675354045","https://openalex.org/W6679254414","https://openalex.org/W6751151089","https://openalex.org/W6764218722"],"related_works":["https://openalex.org/W2027636740","https://openalex.org/W2062688728","https://openalex.org/W2061231656","https://openalex.org/W2771454953","https://openalex.org/W3046762796","https://openalex.org/W3202102306","https://openalex.org/W3046260513","https://openalex.org/W2998294818","https://openalex.org/W45347327","https://openalex.org/W2020269557"],"abstract_inverted_index":{"The":[0,27,83],"demand":[1],"of":[2,24,29,42,73,109],"low":[3],"latency":[4],"applications":[5,134],"has":[6,38],"fostered":[7],"interest":[8],"in":[9,15,156],"edge":[10,23,57,76],"computing,":[11],"a":[12,88,115],"recent":[13],"paradigm":[14],"which":[16],"data":[17],"is":[18,87,122,167],"processed":[19],"locally,":[20],"at":[21],"the":[22,25,40,70,74,96,101,119,165],"network.":[26],"challenge":[28],"delivering":[30],"services":[31],"with":[32],"low-latency":[33],"and":[34,99,113,153,169],"high":[35],"bandwidth":[36,84],"requirements":[37],"seen":[39],"flourishing":[41],"Software-Defined":[43],"Networking":[44],"(SDN)":[45],"solutions":[46,53,152],"that":[47,68,90,144],"utilize":[48],"ad-hoc":[49,150],"data-driven":[50],"statistical":[51],"learning":[52],"to":[54,124,171],"dynamically":[55,93],"steer":[56],"computing":[58],"resources.":[59],"In":[60],"this":[61],"paper,":[62],"we":[63,91],"propose":[64],"RoPE,":[65],"an":[66],"architecture":[67],"adapts":[69],"routing":[71,151],"strategy":[72],"underlying":[75],"network":[77],"based":[78,94],"on":[79,95,100,130],"future":[80],"available":[81,102],"bandwidth.":[82],"prediction":[85,138,166],"method":[86],"policy":[89],"adjust":[92],"required":[97],"time-to-solution":[98],"data.":[103],"An":[104],"SDN":[105],"controller":[106],"keeps":[107],"track":[108],"past":[110],"link":[111],"loads":[112],"takes":[114],"new":[116],"route":[117],"if":[118],"current":[120],"path":[121],"predicted":[123],"be":[125],"congested.":[126],"We":[127],"tested":[128],"RoPE":[129],"different":[131,136],"use":[132],"case":[133],"comparing":[135],"well-known":[137],"policies.":[139],"Our":[140],"evaluation":[141],"results":[142],"demonstrate":[143],"our":[145],"adaptive":[146,160],"solution":[147],"outperforms":[148],"other":[149],"edge-based":[154],"applications,":[155],"turn,":[157],"benefit":[158],"from":[159],"routing,":[161],"as":[162,164],"long":[163],"accurate":[168],"easy":[170],"obtain.":[172]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}