{"id":"https://openalex.org/W4286571648","doi":"https://doi.org/10.23919/ifipnetworking55013.2022.9829787","title":"Accelerator-Aware In-Network Load Balancing for Improved Application Performance","display_name":"Accelerator-Aware In-Network Load Balancing for Improved Application Performance","publication_year":2022,"publication_date":"2022-06-13","ids":{"openalex":"https://openalex.org/W4286571648","doi":"https://doi.org/10.23919/ifipnetworking55013.2022.9829787"},"language":"en","primary_location":{"id":"doi:10.23919/ifipnetworking55013.2022.9829787","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ifipnetworking55013.2022.9829787","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IFIP Networking Conference (IFIP Networking)","raw_type":"proceedings-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/A5035815083","display_name":"Hesam Tajbakhsh","orcid":"https://orcid.org/0000-0002-8100-4323"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Hesam Tajbakhsh","raw_affiliation_strings":["Dalhousie University"],"affiliations":[{"raw_affiliation_string":"Dalhousie University","institution_ids":["https://openalex.org/I129902397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018636827","display_name":"Ricardo Parizotto","orcid":"https://orcid.org/0000-0001-8913-5486"},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ricardo Parizotto","raw_affiliation_strings":["UFRGS"],"affiliations":[{"raw_affiliation_string":"UFRGS","institution_ids":["https://openalex.org/I130442723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040499920","display_name":"Miguel Neves","orcid":"https://orcid.org/0000-0002-6586-2846"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Miguel Neves","raw_affiliation_strings":["Dalhousie University"],"affiliations":[{"raw_affiliation_string":"Dalhousie University","institution_ids":["https://openalex.org/I129902397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088173365","display_name":"Alberto Schaeffer-Filho","orcid":"https://orcid.org/0000-0003-1780-9060"},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Alberto Schaeffer-Filho","raw_affiliation_strings":["UFRGS"],"affiliations":[{"raw_affiliation_string":"UFRGS","institution_ids":["https://openalex.org/I130442723"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047687728","display_name":"Israat Haque","orcid":"https://orcid.org/0000-0003-4450-3358"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Israat Haque","raw_affiliation_strings":["Dalhousie University"],"affiliations":[{"raw_affiliation_string":"Dalhousie University","institution_ids":["https://openalex.org/I129902397"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5035815083"],"corresponding_institution_ids":["https://openalex.org/I129902397"],"apc_list":null,"apc_paid":null,"fwci":1.5194,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.83119942,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9990000128746033,"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"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9983999729156494,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.8635581135749817},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8391052484512329},{"id":"https://openalex.org/keywords/load-management","display_name":"Load management","score":0.6085431575775146},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.5426197648048401},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.5370330810546875},{"id":"https://openalex.org/keywords/network-load-balancing-services","display_name":"Network Load Balancing Services","score":0.5034007430076599},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.48709678649902344},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.48477524518966675},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4302392303943634}],"concepts":[{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.8635581135749817},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8391052484512329},{"id":"https://openalex.org/C2779370713","wikidata":"https://www.wikidata.org/wiki/Q357554","display_name":"Load management","level":2,"score":0.6085431575775146},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.5426197648048401},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5370330810546875},{"id":"https://openalex.org/C161597957","wikidata":"https://www.wikidata.org/wiki/Q16251507","display_name":"Network Load Balancing Services","level":3,"score":0.5034007430076599},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.48709678649902344},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.48477524518966675},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4302392303943634},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"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:10.23919/ifipnetworking55013.2022.9829787","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ifipnetworking55013.2022.9829787","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IFIP Networking Conference (IFIP Networking)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4785258546","display_name":null,"funder_award_id":"19/2551-0001645-0","funder_id":"https://openalex.org/F4320322502","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado do Rio Grande do Sul"},{"id":"https://openalex.org/G6398549644","display_name":null,"funder_award_id":"311276/2021-0","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320322502","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado do Rio Grande do Sul","ror":"https://ror.org/05k49za97"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W842872497","https://openalex.org/W1967373117","https://openalex.org/W1994926493","https://openalex.org/W2087178199","https://openalex.org/W2117702591","https://openalex.org/W2169246522","https://openalex.org/W2296559352","https://openalex.org/W2744693751","https://openalex.org/W2783777339","https://openalex.org/W2794670651","https://openalex.org/W2798884765","https://openalex.org/W2887883197","https://openalex.org/W2955762123","https://openalex.org/W2968450015","https://openalex.org/W3009980241","https://openalex.org/W3012088208","https://openalex.org/W3013701257","https://openalex.org/W3095922049","https://openalex.org/W3107625665","https://openalex.org/W3132625122","https://openalex.org/W3133131678","https://openalex.org/W3166670331","https://openalex.org/W3175002526","https://openalex.org/W3195919030","https://openalex.org/W3205377733","https://openalex.org/W3205928774","https://openalex.org/W4205876255","https://openalex.org/W4206550928","https://openalex.org/W4207033568","https://openalex.org/W4285328108","https://openalex.org/W4285655115","https://openalex.org/W4287672235","https://openalex.org/W4288658754","https://openalex.org/W6697040247","https://openalex.org/W6747717762","https://openalex.org/W6751247543","https://openalex.org/W6754262698","https://openalex.org/W6765375071","https://openalex.org/W6774747856","https://openalex.org/W6775715975","https://openalex.org/W6782518020","https://openalex.org/W6785115463","https://openalex.org/W6801485943","https://openalex.org/W7071788047"],"related_works":["https://openalex.org/W2785895669","https://openalex.org/W2163391710","https://openalex.org/W2380023786","https://openalex.org/W4225147833","https://openalex.org/W4377970692","https://openalex.org/W2187193331","https://openalex.org/W4285244004","https://openalex.org/W2349473624","https://openalex.org/W2401028106","https://openalex.org/W2350199049"],"abstract_inverted_index":{"The":[0],"end":[1],"of":[2,18,63,170,226],"Moore's":[3],"law":[4],"has":[5],"sparked":[6],"a":[7,68,76,90,165,174,231],"surge":[8],"on":[9,46,126,157,168],"programmable":[10,132],"accelerators":[11,66,140],"(e.g.,":[12,92],"SmartNICs,":[13],"TPUs)":[14],"for":[15,37,106,134,159],"continued":[16],"scaling":[17],"application":[19],"performance.":[20],"However,":[21],"despite":[22],"the":[23,30,41,50,64,80,98,143,147,205],"great":[24],"success":[25],"in":[26,67,146],"offloading":[27,84],"tasks":[28,88],"from":[29,154],"CPU,":[31],"we":[32],"still":[33],"lack":[34],"proper":[35],"mechanisms":[36],"balancing":[38,107,121,136,216],"load":[39,54,108,120,135,161,210,215,233],"among":[40,138],"multiple":[42],"computing":[43],"units":[44],"present":[45],"current":[47],"systems.":[48],"On":[49,79],"one":[51],"hand,":[52,82],"traditional":[53],"balancers":[55],"(either":[56],"software":[57],"or":[58],"hardware-based)":[59],"have":[60],"no":[61],"visibility":[62],"different":[65,139],"server":[69],"and":[70,101,150,173,177,188,202,238],"can":[71,86,220],"only":[72],"dispatch":[73],"requests":[74,229],"at":[75,89,222],"perserver":[77],"granularity.":[78],"other":[81],"emerging":[83],"engines":[85],"assign":[87],"finer-granularity":[91],"peraccelerator),":[93],"but":[94],"are":[95],"hosted":[96],"by":[97,198],"accelerator":[99,156],"itself":[100],"thus":[102],"waste":[103],"precious":[104],"resources":[105],"rather":[109],"than":[110,230],"processing":[111],"it.":[112],"This":[113],"paper":[114],"presents":[115],"P4Mite,":[116],"an":[117,224],"accelerator-aware":[118],"in-network":[119],"system.":[122],"P4Mite":[123,166,194],"is":[124],"based":[125],"two":[127],"key":[128],"insights:":[129],"i)":[130],"using":[131,180],"switches":[133],"traffic":[137],"(and":[141],"also":[142,203],"CPU)":[144],"located":[145],"same":[148],"server;":[149],"ii)":[151],"collecting":[152],"statistics":[153],"each":[155],"demand":[158],"increased":[160],"visibility.":[162],"We":[163],"implement":[164],"prototype":[167],"top":[169],"Intel":[171],"Tofino":[172],"Mellanox":[175],"SmartNIC":[176],"evaluate":[178],"it":[179,219],"real-world":[181],"applications,":[182],"including":[183],"machine":[184],"learning":[185],"inference":[186],"(VGG-16)":[187],"DNS.":[189],"Our":[190],"results":[191],"show":[192],"that":[193],"reduces":[195],"flow":[196],"latency":[197,237],"up":[199],"to":[200,212],"50%":[201],"makes":[204],"system":[206],"handle":[207],"10-20%":[208],"more":[209,228],"compared":[211],"standard":[213],"server-level":[214],"approaches.":[217],"Moreover,":[218],"process":[221],"least":[223],"order":[225],"magnitude":[227],"SmartNIC-based":[232],"balancer,":[234],"with":[235],"negligible":[236],"memory":[239],"footprint.":[240]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
