{"id":"https://openalex.org/W4205935629","doi":"https://doi.org/10.3390/fi14010029","title":"Experimentation Environments for Data Center Routing Protocols: A Comprehensive Review","display_name":"Experimentation Environments for Data Center Routing Protocols: A Comprehensive Review","publication_year":2022,"publication_date":"2022-01-17","ids":{"openalex":"https://openalex.org/W4205935629","doi":"https://doi.org/10.3390/fi14010029"},"language":"en","primary_location":{"id":"doi:10.3390/fi14010029","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi14010029","pdf_url":"https://www.mdpi.com/1999-5903/14/1/29/pdf?version=1642418057","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-5903/14/1/29/pdf?version=1642418057","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087899389","display_name":"Leonardo Alberro","orcid":"https://orcid.org/0000-0002-8228-1648"},"institutions":[{"id":"https://openalex.org/I180910786","display_name":"Universidad de la Rep\u00fablica de Uruguay","ror":"https://ror.org/030bbe882","country_code":"UY","type":"education","lineage":["https://openalex.org/I180910786"]}],"countries":["UY"],"is_corresponding":true,"raw_author_name":"Leonardo Alberro","raw_affiliation_strings":["Instituto de Computaci\u00f3n (InCo), Universidad de la Rep\u00fablica (UdelaR), Montevideo 11300, Uruguay"],"raw_orcid":"https://orcid.org/0000-0002-8228-1648","affiliations":[{"raw_affiliation_string":"Instituto de Computaci\u00f3n (InCo), Universidad de la Rep\u00fablica (UdelaR), Montevideo 11300, Uruguay","institution_ids":["https://openalex.org/I180910786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043581389","display_name":"Alberto Castro","orcid":"https://orcid.org/0000-0002-9174-398X"},"institutions":[{"id":"https://openalex.org/I180910786","display_name":"Universidad de la Rep\u00fablica de Uruguay","ror":"https://ror.org/030bbe882","country_code":"UY","type":"education","lineage":["https://openalex.org/I180910786"]}],"countries":["UY"],"is_corresponding":false,"raw_author_name":"Alberto Castro","raw_affiliation_strings":["Instituto de Computaci\u00f3n (InCo), Universidad de la Rep\u00fablica (UdelaR), Montevideo 11300, Uruguay"],"raw_orcid":"https://orcid.org/0000-0002-9174-398X","affiliations":[{"raw_affiliation_string":"Instituto de Computaci\u00f3n (InCo), Universidad de la Rep\u00fablica (UdelaR), Montevideo 11300, Uruguay","institution_ids":["https://openalex.org/I180910786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003075625","display_name":"Eduardo Gramp\u00edn","orcid":"https://orcid.org/0000-0001-6046-0023"},"institutions":[{"id":"https://openalex.org/I180910786","display_name":"Universidad de la Rep\u00fablica de Uruguay","ror":"https://ror.org/030bbe882","country_code":"UY","type":"education","lineage":["https://openalex.org/I180910786"]}],"countries":["UY"],"is_corresponding":false,"raw_author_name":"Eduardo Grampin","raw_affiliation_strings":["Instituto de Computaci\u00f3n (InCo), Universidad de la Rep\u00fablica (UdelaR), Montevideo 11300, Uruguay"],"raw_orcid":"https://orcid.org/0000-0001-6046-0023","affiliations":[{"raw_affiliation_string":"Instituto de Computaci\u00f3n (InCo), Universidad de la Rep\u00fablica (UdelaR), Montevideo 11300, Uruguay","institution_ids":["https://openalex.org/I180910786"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5087899389"],"corresponding_institution_ids":["https://openalex.org/I180910786"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1466},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1466},"fwci":1.1903,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.7782249,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":97},"biblio":{"volume":"14","issue":"1","first_page":"29","last_page":"29"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9998000264167786,"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":0.9994000196456909,"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":0.869744062423706},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6166033148765564},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5273645520210266},{"id":"https://openalex.org/keywords/routing-protocol","display_name":"Routing protocol","score":0.4988439083099365},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4876061975955963},{"id":"https://openalex.org/keywords/routing-domain","display_name":"Routing domain","score":0.44214388728141785},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.39581429958343506},{"id":"https://openalex.org/keywords/link-state-routing-protocol","display_name":"Link-state routing protocol","score":0.3707505464553833},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.36726564168930054},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1892925500869751}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.869744062423706},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6166033148765564},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5273645520210266},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.4988439083099365},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4876061975955963},{"id":"https://openalex.org/C94600068","wikidata":"https://www.wikidata.org/wiki/Q7371621","display_name":"Routing domain","level":5,"score":0.44214388728141785},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.39581429958343506},{"id":"https://openalex.org/C89305328","wikidata":"https://www.wikidata.org/wiki/Q1755411","display_name":"Link-state routing protocol","level":4,"score":0.3707505464553833},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.36726564168930054},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1892925500869751}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/fi14010029","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi14010029","pdf_url":"https://www.mdpi.com/1999-5903/14/1/29/pdf?version=1642418057","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:gam:jftint:v:14:y:2022:i:1:p:29-:d:726503","is_oa":false,"landing_page_url":"https://www.mdpi.com/1999-5903/14/1/29/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:5fdf056184bf489aaa6945b7fae89a9c","is_oa":true,"landing_page_url":"https://doaj.org/article/5fdf056184bf489aaa6945b7fae89a9c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Future Internet, Vol 14, Iss 1, p 29 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/fi14010029","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi14010029","pdf_url":"https://www.mdpi.com/1999-5903/14/1/29/pdf?version=1642418057","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G6544168138","display_name":null,"funder_award_id":"POS_NAC_M_2020_1_163847","funder_id":"https://openalex.org/F4320310753","funder_display_name":"Agencia Nacional de Investigaci\u00f3n e Innovaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320310753","display_name":"Agencia Nacional de Investigaci\u00f3n e Innovaci\u00f3n","ror":"https://ror.org/03egaj678"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4205935629.pdf","grobid_xml":"https://content.openalex.org/works/W4205935629.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1979908518","https://openalex.org/W2002227246","https://openalex.org/W2042876290","https://openalex.org/W2096313289","https://openalex.org/W2131379796","https://openalex.org/W2135258446","https://openalex.org/W2136451165","https://openalex.org/W2139592393","https://openalex.org/W2165855437","https://openalex.org/W2281291499","https://openalex.org/W2296335794","https://openalex.org/W2332237622","https://openalex.org/W2744387122","https://openalex.org/W2764015261","https://openalex.org/W2824525340","https://openalex.org/W2889227506","https://openalex.org/W2899392269","https://openalex.org/W2903107001","https://openalex.org/W2935886589","https://openalex.org/W3008603700","https://openalex.org/W3034676189","https://openalex.org/W3035115393","https://openalex.org/W3134041439","https://openalex.org/W3134303400","https://openalex.org/W3179481360","https://openalex.org/W3181345860","https://openalex.org/W3193770767","https://openalex.org/W4238465620","https://openalex.org/W4247255165","https://openalex.org/W4281809509","https://openalex.org/W6640380507","https://openalex.org/W6697144307","https://openalex.org/W6774500411"],"related_works":["https://openalex.org/W4224257934","https://openalex.org/W2373440974","https://openalex.org/W2531163808","https://openalex.org/W1974807671","https://openalex.org/W1997350652","https://openalex.org/W2905937827","https://openalex.org/W2096480024","https://openalex.org/W4387677172","https://openalex.org/W657301717","https://openalex.org/W1585786976"],"abstract_inverted_index":{"The":[0],"Internet":[1],"architecture":[2],"has":[3,16],"been":[4,17],"undergoing":[5],"a":[6,24],"significant":[7],"refactoring,":[8],"where":[9],"the":[10,28,33,48,59,62,149],"past":[11],"preeminence":[12],"of":[13,50,61,84,98,153],"transit":[14],"providers":[15],"replaced":[18],"by":[19,106],"content":[20,37],"providers,":[21],"which":[22,57,146],"have":[23],"ubiquitous":[25],"presence":[26],"throughout":[27],"world,":[29],"seeking":[30],"to":[31,39,128],"improve":[32],"user":[34],"experience,":[35],"bringing":[36],"closer":[38],"its":[40],"final":[41],"recipients.":[42],"This":[43],"restructuring":[44],"is":[45,116],"materialized":[46],"in":[47],"emergence":[49],"Massive":[51],"Scale":[52],"Data":[53],"Centers":[54],"(MSDC)":[55],"worldwide,":[56],"allows":[58],"implementation":[60],"Cloud":[63],"Computing":[64],"concept.":[65],"MSDC":[66,108],"usually":[67],"deploy":[68],"Fat-Tree":[69],"topologies,":[70],"with":[71],"constant":[72],"bisection":[73],"bandwidth":[74],"among":[75],"servers":[76],"and":[77,101,119,122,130,144,151],"multi-path":[78],"routing.":[79],"To":[80],"take":[81],"full":[82],"advantage":[83],"such":[85],"characteristics,":[86],"specific":[87,107],"routing":[88,93],"protocols":[89,100],"are":[90,126],"needed.":[91],"Multi-path":[92],"also":[94,104],"calls":[95],"for":[96,133],"revision":[97],"transport":[99],"forwarding":[102],"policies,":[103],"affected":[105],"applications\u2019":[109],"traffic":[110],"characteristics.":[111],"Experimenting":[112],"over":[113],"these":[114],"infrastructures":[115],"prohibitively":[117],"expensive,":[118],"therefore,":[120],"scalable":[121],"realistic":[123],"experimentation":[124],"environments":[125],"needed":[127],"research":[129],"test":[131],"solutions":[132],"MSDC.":[134],"In":[135],"this":[136],"paper,":[137],"we":[138],"review":[139],"several":[140],"environments,":[141],"both":[142],"single-host":[143],"distributed,":[145],"permit":[147],"analyzing":[148],"pros":[150],"cons":[152],"different":[154],"solutions.":[155]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}