{"id":"https://openalex.org/W3153863114","doi":"https://doi.org/10.1109/infocom42981.2021.9488670","title":"NetMARKS: Network Metrics-AwaRe Kubernetes Scheduler Powered by Service Mesh","display_name":"NetMARKS: Network Metrics-AwaRe Kubernetes Scheduler Powered by Service Mesh","publication_year":2021,"publication_date":"2021-05-10","ids":{"openalex":"https://openalex.org/W3153863114","doi":"https://doi.org/10.1109/infocom42981.2021.9488670","mag":"3153863114"},"language":"en","primary_location":{"id":"doi:10.1109/infocom42981.2021.9488670","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom42981.2021.9488670","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2021 - IEEE Conference on Computer Communications","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/A5025995833","display_name":"\u0141ukasz Wojciechowski","orcid":"https://orcid.org/0000-0002-9403-6412"},"institutions":[{"id":"https://openalex.org/I4210128738","display_name":"Samsung (Poland)","ror":"https://ror.org/0381acm07","country_code":"PL","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210128738"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Lukasz Wojciechowski","raw_affiliation_strings":["Samsung Electronics Co., Ltd.,Samsung R&D Institute Poland,Warsaw,Poland"],"affiliations":[{"raw_affiliation_string":"Samsung Electronics Co., Ltd.,Samsung R&D Institute Poland,Warsaw,Poland","institution_ids":["https://openalex.org/I4210128738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046888285","display_name":"Krzysztof Opasiak","orcid":null},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]},{"id":"https://openalex.org/I4210128738","display_name":"Samsung (Poland)","ror":"https://ror.org/0381acm07","country_code":"PL","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210128738"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Krzysztof Opasiak","raw_affiliation_strings":["Samsung R&D Institute Poland, Samsung Electronics Co., Ltd., Warsaw, Poland","Warsaw University of Technology, Warsaw, Poland"],"affiliations":[{"raw_affiliation_string":"Samsung R&D Institute Poland, Samsung Electronics Co., Ltd., Warsaw, Poland","institution_ids":["https://openalex.org/I4210128738"]},{"raw_affiliation_string":"Warsaw University of Technology, Warsaw, Poland","institution_ids":["https://openalex.org/I108403487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000490470","display_name":"Jakub Latusek","orcid":null},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]},{"id":"https://openalex.org/I4210128738","display_name":"Samsung (Poland)","ror":"https://ror.org/0381acm07","country_code":"PL","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210128738"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Jakub Latusek","raw_affiliation_strings":["Samsung R&D Institute Poland, Samsung Electronics Co., Ltd., Warsaw, Poland","Warsaw University of Technology, Warsaw, Poland"],"affiliations":[{"raw_affiliation_string":"Samsung R&D Institute Poland, Samsung Electronics Co., Ltd., Warsaw, Poland","institution_ids":["https://openalex.org/I4210128738"]},{"raw_affiliation_string":"Warsaw University of Technology, Warsaw, Poland","institution_ids":["https://openalex.org/I108403487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085513381","display_name":"Maciej Wereski","orcid":null},"institutions":[{"id":"https://openalex.org/I4210128738","display_name":"Samsung (Poland)","ror":"https://ror.org/0381acm07","country_code":"PL","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210128738"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Maciej Wereski","raw_affiliation_strings":["Samsung R&D Institute Poland, Samsung Electronics Co., Ltd., Warsaw, Poland","Samsung Electronics Co., Ltd.,Samsung R&D Institute Poland,Warsaw,Poland"],"affiliations":[{"raw_affiliation_string":"Samsung R&D Institute Poland, Samsung Electronics Co., Ltd., Warsaw, Poland","institution_ids":["https://openalex.org/I4210128738"]},{"raw_affiliation_string":"Samsung Electronics Co., Ltd.,Samsung R&D Institute Poland,Warsaw,Poland","institution_ids":["https://openalex.org/I4210128738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019489249","display_name":"V\u00edctor Morales","orcid":null},"institutions":[{"id":"https://openalex.org/I4210101778","display_name":"Samsung (United States)","ror":"https://ror.org/01bfbvm65","country_code":"US","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210101778"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Victor Morales","raw_affiliation_strings":["Samsung Research America, Samsung Electronics Co., Ltd., Mountain View, CA, USA","Samsung Electronics Co., Ltd.,Samsung Research America,Mountain View,CA,USA"],"affiliations":[{"raw_affiliation_string":"Samsung Research America, Samsung Electronics Co., Ltd., Mountain View, CA, USA","institution_ids":["https://openalex.org/I4210101778"]},{"raw_affiliation_string":"Samsung Electronics Co., Ltd.,Samsung Research America,Mountain View,CA,USA","institution_ids":["https://openalex.org/I4210101778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100329542","display_name":"Taewan Kim","orcid":"https://orcid.org/0000-0003-3319-7797"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Taewan Kim","raw_affiliation_strings":["Samsung Research, Samsung Electronics Co., Ltd., Seoul, Korea","Samsung Electronics. Co., Ltd,Samsung Research,Seoul,Korea"],"affiliations":[{"raw_affiliation_string":"Samsung Research, Samsung Electronics Co., Ltd., Seoul, Korea","institution_ids":["https://openalex.org/I2250650973"]},{"raw_affiliation_string":"Samsung Electronics. Co., Ltd,Samsung Research,Seoul,Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110957886","display_name":"Moonki Hong","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Moonki Hong","raw_affiliation_strings":["Samsung Research, Samsung Electronics Co., Ltd., Seoul, Korea","Samsung Electronics. Co., Ltd,Samsung Research,Seoul,Korea"],"affiliations":[{"raw_affiliation_string":"Samsung Research, Samsung Electronics Co., Ltd., Seoul, Korea","institution_ids":["https://openalex.org/I2250650973"]},{"raw_affiliation_string":"Samsung Electronics. Co., Ltd,Samsung Research,Seoul,Korea","institution_ids":["https://openalex.org/I2250650973"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5025995833"],"corresponding_institution_ids":["https://openalex.org/I4210128738"],"apc_list":null,"apc_paid":null,"fwci":16.1797,"has_fulltext":false,"cited_by_count":85,"citation_normalized_percentile":{"value":0.99095245,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9994999766349792,"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":0.9991999864578247,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9969000220298767,"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/computer-science","display_name":"Computer science","score":0.8445994853973389},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5519301295280457},{"id":"https://openalex.org/keywords/agile-software-development","display_name":"Agile software development","score":0.513568639755249},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.49685409665107727},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.47043368220329285},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4274025559425354},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3819133937358856},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.24349939823150635},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.22241055965423584},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1085294783115387}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8445994853973389},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5519301295280457},{"id":"https://openalex.org/C14185376","wikidata":"https://www.wikidata.org/wiki/Q30232","display_name":"Agile software development","level":2,"score":0.513568639755249},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.49685409665107727},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.47043368220329285},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4274025559425354},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3819133937358856},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.24349939823150635},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.22241055965423584},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1085294783115387},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/infocom42981.2021.9488670","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom42981.2021.9488670","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2021 - IEEE Conference on Computer Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6299999952316284,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2114623221","https://openalex.org/W2141992894","https://openalex.org/W2416799949","https://openalex.org/W2557654849","https://openalex.org/W2564093197","https://openalex.org/W2572234696","https://openalex.org/W2573834517","https://openalex.org/W2581790986","https://openalex.org/W2739795154","https://openalex.org/W2798619410","https://openalex.org/W2892022253","https://openalex.org/W2892876587","https://openalex.org/W2900736914","https://openalex.org/W2944096373","https://openalex.org/W2962992803","https://openalex.org/W3021193956","https://openalex.org/W3033407996","https://openalex.org/W6731982058"],"related_works":["https://openalex.org/W1981780420","https://openalex.org/W2182707996","https://openalex.org/W45233828","https://openalex.org/W2964988449","https://openalex.org/W188202134","https://openalex.org/W2397952901","https://openalex.org/W2029380707","https://openalex.org/W2656997359","https://openalex.org/W4255934811","https://openalex.org/W2465382974"],"abstract_inverted_index":{"Container":[0],"technology":[1],"has":[2,70],"revolutionized":[3],"the":[4,18,24,63,90],"way":[5,26],"software":[6],"is":[7,181],"being":[8,136],"packaged":[9],"and":[10,41,147,164,195],"run.":[11],"The":[12],"telecommunications":[13],"industry,":[14],"now":[15],"challenged":[16],"with":[17,126],"5G":[19,45,187],"transformation,":[20],"views":[21],"containers":[22],"as":[23,34,73],"best":[25],"to":[27,85,116,161,167,183],"achieve":[28],"agile":[29],"infrastructure":[30,105],"that":[31,120],"can":[32,155],"serve":[33],"a":[35,57,74,103,113,174],"stable":[36],"base":[37],"for":[38,44,77,191],"high":[39],"throughput":[40],"low":[42],"latency":[43],"edge":[46,193],"applications.":[47],"These":[48],"challenges":[49],"make":[50],"optimal":[51],"scheduling":[52,98,119,134],"of":[53,59,66,170],"performance-sensitive":[54],"containerized":[55],"workflows":[56],"matter":[58],"emerging":[60],"importance.":[61],"Meanwhile,":[62],"wide":[64],"adoption":[65,185],"Kubernetes":[67,87,117,133,184],"across":[68],"industries":[69],"placed":[71],"it":[72],"de-facto":[75],"standard":[76],"container":[78],"orchestration.":[79],"Several":[80],"attempts":[81],"have":[82],"been":[83],"made":[84],"improve":[86],"scheduling,":[88],"but":[89],"existing":[91],"solutions":[92],"either":[93],"do":[94],"not":[95],"respect":[96],"current":[97],"rules":[99],"or":[100],"only":[101],"considered":[102],"static":[104],"viewpoint.To":[106],"address":[107],"this,":[108],"we":[109],"propose":[110],"NetMARKS":[111,154],"-":[112],"novel":[114],"approach":[115],"pod":[118],"uses":[121],"dynamic":[122],"network":[123],"metrics":[124],"collected":[125],"Istio":[127],"Service":[128],"Mesh.":[129],"This":[130,178],"solution":[131,143],"improves":[132],"while":[135],"fully":[137,175],"backward":[138],"compatible.":[139],"We":[140],"validated":[141],"our":[142,152],"using":[144],"different":[145],"workloads":[146],"processing":[148],"layouts.":[149],"Based":[150],"on":[151],"analysis,":[153],"reduce":[156],"application":[157],"response":[158],"time":[159],"up":[160,166],"37":[162],"percent":[163,169],"save":[165],"50":[168],"inter-node":[171],"bandwidth":[172],"in":[173,186],"automated":[176],"manner.":[177],"significant":[179],"improvement":[180],"crucial":[182],"use":[188],"cases,":[189],"especially":[190],"multi-access":[192],"computing":[194],"machine-to-machine":[196],"communication.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":26},{"year":2024,"cited_by_count":23},{"year":2023,"cited_by_count":20},{"year":2022,"cited_by_count":14}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
