{"id":"https://openalex.org/W4388579538","doi":"https://doi.org/10.1109/tnsm.2023.3331750","title":"Design, Modeling, and Implementation of Robust Migration of Stateful Edge Microservices","display_name":"Design, Modeling, and Implementation of Robust Migration of Stateful Edge Microservices","publication_year":2023,"publication_date":"2023-11-10","ids":{"openalex":"https://openalex.org/W4388579538","doi":"https://doi.org/10.1109/tnsm.2023.3331750"},"language":"en","primary_location":{"id":"doi:10.1109/tnsm.2023.3331750","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tnsm.2023.3331750","pdf_url":"https://ieeexplore.ieee.org/ielx7/4275028/5699970/10314806.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/4275028/5699970/10314806.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052747573","display_name":"Antonio Calagna","orcid":"https://orcid.org/0000-0001-8693-1268"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Antonio Calagna","raw_affiliation_strings":["Department of Electronics and Telecommunications, Politecnico di Torino, Turin, Italy"],"raw_orcid":"https://orcid.org/0000-0001-8693-1268","affiliations":[{"raw_affiliation_string":"Department of Electronics and Telecommunications, Politecnico di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102015074","display_name":"Yenchia Yu","orcid":"https://orcid.org/0009-0004-6911-3588"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Yenchia Yu","raw_affiliation_strings":["Department of Electronics and Telecommunications, Politecnico di Torino, Turin, Italy"],"raw_orcid":"https://orcid.org/0009-0004-6911-3588","affiliations":[{"raw_affiliation_string":"Department of Electronics and Telecommunications, Politecnico di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059904939","display_name":"Paolo Giaccone","orcid":"https://orcid.org/0000-0003-4283-7936"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Giaccone","raw_affiliation_strings":["Department of Electronics and Telecommunications, Politecnico di Torino, Turin, Italy"],"raw_orcid":"https://orcid.org/0000-0003-4283-7936","affiliations":[{"raw_affiliation_string":"Department of Electronics and Telecommunications, Politecnico di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021780258","display_name":"Carla Fabiana Chiasserini","orcid":"https://orcid.org/0000-0003-1410-660X"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]},{"id":"https://openalex.org/I4210100607","display_name":"Institute of Electronics, Computer and Telecommunication Engineering","ror":"https://ror.org/00n4jbh84","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210100607","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Carla Fabiana Chiasserini","raw_affiliation_strings":["Department of Electronics and Telecommunications, Politecnico di Torino, Turin, Italy","CNIT and CNR-IEIIT, Italy"],"raw_orcid":"https://orcid.org/0000-0003-1410-660X","affiliations":[{"raw_affiliation_string":"Department of Electronics and Telecommunications, Politecnico di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"CNIT and CNR-IEIIT, Italy","institution_ids":["https://openalex.org/I4210100607"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5052747573"],"corresponding_institution_ids":["https://openalex.org/I177477856"],"apc_list":null,"apc_paid":null,"fwci":1.9675,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.87386622,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"21","issue":"2","first_page":"1877","last_page":"1893"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9997000098228455,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9997000098228455,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9965000152587891,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9962000250816345,"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/microservices","display_name":"Microservices","score":0.9773002862930298},{"id":"https://openalex.org/keywords/stateful-firewall","display_name":"Stateful firewall","score":0.9345972537994385},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8446320295333862},{"id":"https://openalex.org/keywords/stateless-protocol","display_name":"Stateless protocol","score":0.7138242721557617},{"id":"https://openalex.org/keywords/downtime","display_name":"Downtime","score":0.6130965352058411},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.504534125328064},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.499133825302124},{"id":"https://openalex.org/keywords/performance-indicator","display_name":"Performance indicator","score":0.44232359528541565},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3721490502357483},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.1671326458454132},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13861599564552307},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10528847575187683}],"concepts":[{"id":"https://openalex.org/C2778505942","wikidata":"https://www.wikidata.org/wiki/Q18344624","display_name":"Microservices","level":3,"score":0.9773002862930298},{"id":"https://openalex.org/C22927095","wikidata":"https://www.wikidata.org/wiki/Q1784206","display_name":"Stateful firewall","level":3,"score":0.9345972537994385},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8446320295333862},{"id":"https://openalex.org/C103613024","wikidata":"https://www.wikidata.org/wiki/Q230924","display_name":"Stateless protocol","level":3,"score":0.7138242721557617},{"id":"https://openalex.org/C180591934","wikidata":"https://www.wikidata.org/wiki/Q1253369","display_name":"Downtime","level":2,"score":0.6130965352058411},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.504534125328064},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.499133825302124},{"id":"https://openalex.org/C135510737","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Performance indicator","level":2,"score":0.44232359528541565},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3721490502357483},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.1671326458454132},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13861599564552307},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10528847575187683},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnsm.2023.3331750","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tnsm.2023.3331750","pdf_url":"https://ieeexplore.ieee.org/ielx7/4275028/5699970/10314806.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":{"id":"doi:10.1109/tnsm.2023.3331750","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tnsm.2023.3331750","pdf_url":"https://ieeexplore.ieee.org/ielx7/4275028/5699970/10314806.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network and Service Management","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.8100000023841858}],"awards":[{"id":"https://openalex.org/G395268284","display_name":null,"funder_award_id":"NPRP13S-0205-200265","funder_id":"https://openalex.org/F4320332753","funder_display_name":"Qatar National Research Fund"}],"funders":[{"id":"https://openalex.org/F4320332753","display_name":"Qatar National Research Fund","ror":"https://ror.org/01svaqq28"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388579538.pdf","grobid_xml":"https://content.openalex.org/works/W4388579538.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W44908827","https://openalex.org/W1992137748","https://openalex.org/W2019018120","https://openalex.org/W2043352445","https://openalex.org/W2157238581","https://openalex.org/W2171147214","https://openalex.org/W2374516805","https://openalex.org/W2746235620","https://openalex.org/W2746383325","https://openalex.org/W2756108498","https://openalex.org/W2769243964","https://openalex.org/W2774960226","https://openalex.org/W2775255619","https://openalex.org/W2799310732","https://openalex.org/W2901987611","https://openalex.org/W2903755029","https://openalex.org/W2918943634","https://openalex.org/W2920555279","https://openalex.org/W2922299940","https://openalex.org/W2976309575","https://openalex.org/W3009147851","https://openalex.org/W3047306977","https://openalex.org/W3132848370","https://openalex.org/W3135811122","https://openalex.org/W3181130372","https://openalex.org/W3198803813","https://openalex.org/W4205147129","https://openalex.org/W4205452550","https://openalex.org/W4220875910","https://openalex.org/W4224016441","https://openalex.org/W4283207913","https://openalex.org/W4383316148","https://openalex.org/W4387870757"],"related_works":["https://openalex.org/W2035312053","https://openalex.org/W2978276730","https://openalex.org/W2908539414","https://openalex.org/W112987992","https://openalex.org/W4287548227","https://openalex.org/W4400727979","https://openalex.org/W4406274650","https://openalex.org/W4246017188","https://openalex.org/W3116068503","https://openalex.org/W17249245"],"abstract_inverted_index":{"Stateful":[0],"migration":[1,36,85,88],"has":[2],"emerged":[3],"as":[4,162],"the":[5,13,35,43,64,83,103,151,154,178,183],"key":[6],"solution":[7],"to":[8,62,144,175],"support":[9],"latency-sensitive":[10],"microservices":[11,39],"at":[12],"edge":[14],"while":[15],"ensuring":[16],"a":[17,53,73,159],"satisfying":[18],"experience":[19],"for":[20,101],"mobile":[21,68],"users.":[22],"In":[23],"this":[24],"paper,":[25],"we":[26,80,94,157],"address":[27],"two":[28],"relevant":[29,104,163],"issues":[30],"affecting":[31],"stateful":[32,108],"migration,":[33,109],"namely,":[34,125],"of":[37,42,107,153],"containerized":[38],"and":[40,78,90,93,128,130,167],"that":[41,60,132,141,148,182],"associated":[44],"data":[45],"connection.":[46],"We":[47,118],"do":[48],"so":[49,181],"by":[50,150],"first":[51],"introducing":[52],"novel":[54],"network":[55],"solution,":[56],"based":[57],"on":[58,115],"OvS,":[59],"permits":[61],"preserve":[63],"established":[65],"connection":[66],"with":[67,138],"end":[69],"users":[70],"upon":[71],"migrating":[72],"microservice.":[74],"Then,":[75],"using":[76,122],"Podman":[77],"CRIU,":[79],"experimentally":[81],"characterize":[82],"fundamental":[84],"KPIs,":[86],"i.e.,":[87],"duration":[89],"microservice":[91,164],"downtime,":[92],"devise":[95],"an":[96,111,139],"analytical":[97],"model":[98,121,171],"that,":[99],"accounting":[100],"all":[102],"real-world":[105,123],"aspects":[106],"provides":[110],"accurate":[112],"upper":[113],"bound":[114],"such":[116],"KPIs.":[117],"validate":[119],"our":[120,170],"microservices,":[124],"MQTT":[126],"Broker":[127],"Memcached,":[129],"show":[131],"it":[133],"can":[134,172],"predict":[135],"KPIs":[136],"values":[137],"error":[140],"is":[142,187],"up":[143],"99.7%":[145],"smaller":[146],"than":[147],"yielded":[149],"state":[152],"art.":[155],"Finally,":[156],"consider":[158],"UAV":[160],"controller":[161],"use":[165],"case":[166],"demonstrate":[168],"how":[169],"be":[173],"exploited":[174],"effectively":[176],"configure":[177],"system":[179],"parameters":[180],"required":[184],"QoE":[185],"level":[186],"met.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
