{"id":"https://openalex.org/W2800748627","doi":"https://doi.org/10.1109/cfec.2018.8358729","title":"Towards Osmotic Computing: Analyzing Overlay Network Solutions to Optimize the Deployment of Container-Based Microservices in Fog, Edge and IoT Environments","display_name":"Towards Osmotic Computing: Analyzing Overlay Network Solutions to Optimize the Deployment of Container-Based Microservices in Fog, Edge and IoT Environments","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2800748627","doi":"https://doi.org/10.1109/cfec.2018.8358729","mag":"2800748627"},"language":"en","primary_location":{"id":"doi:10.1109/cfec.2018.8358729","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cfec.2018.8358729","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 2nd International Conference on Fog and Edge Computing (ICFEC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5050840568","display_name":"Alina Buzachis","orcid":null},"institutions":[{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alina Buzachis","raw_affiliation_strings":["MIFT Department, University of Messina, Messina, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIFT Department, University of Messina, Messina, Italy","institution_ids":["https://openalex.org/I112862951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055114559","display_name":"Antonino Galletta","orcid":"https://orcid.org/0000-0003-4688-0894"},"institutions":[{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonino Galletta","raw_affiliation_strings":["MIFT Department, University of Messina, Messina, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIFT Department, University of Messina, Messina, Italy","institution_ids":["https://openalex.org/I112862951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003856854","display_name":"Lorenzo Carnevale","orcid":"https://orcid.org/0000-0002-1349-341X"},"institutions":[{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lorenzo Carnevale","raw_affiliation_strings":["MIFT Department, University of Messina, Messina, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIFT Department, University of Messina, Messina, Italy","institution_ids":["https://openalex.org/I112862951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057755004","display_name":"Antonio Celesti","orcid":"https://orcid.org/0000-0001-9003-6194"},"institutions":[{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Celesti","raw_affiliation_strings":["MIFT Department, University of Messina, Messina, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIFT Department, University of Messina, Messina, Italy","institution_ids":["https://openalex.org/I112862951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017589999","display_name":"Maria Fazio","orcid":"https://orcid.org/0000-0003-3574-1848"},"institutions":[{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maria Fazio","raw_affiliation_strings":["MIFT Department, University of Messina, Messina, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIFT Department, University of Messina, Messina, Italy","institution_ids":["https://openalex.org/I112862951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040374733","display_name":"Massimo Villari","orcid":"https://orcid.org/0000-0001-9457-0677"},"institutions":[{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Massimo Villari","raw_affiliation_strings":["MIFT Department, University of Messina, Messina, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIFT Department, University of Messina, Messina, Italy","institution_ids":["https://openalex.org/I112862951"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I112862951"],"apc_list":null,"apc_paid":null,"fwci":5.2021,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.96839166,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","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/T10273","display_name":"IoT and Edge/Fog Computing","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/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/T11478","display_name":"Caching and Content Delivery","score":0.9984999895095825,"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":0.9740228056907654},{"id":"https://openalex.org/keywords/container","display_name":"Container (type theory)","score":0.7844228744506836},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7706061005592346},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.7515881061553955},{"id":"https://openalex.org/keywords/overlay","display_name":"Overlay","score":0.6432677507400513},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.6126969456672668},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5844631791114807},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5790166854858398},{"id":"https://openalex.org/keywords/overlay-network","display_name":"Overlay network","score":0.5749649405479431},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5427025556564331},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.42337167263031006},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.39412739872932434},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.34894752502441406},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1882602870464325},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.16506579518318176},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.1408654749393463},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.1203865110874176},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10512790083885193}],"concepts":[{"id":"https://openalex.org/C2778505942","wikidata":"https://www.wikidata.org/wiki/Q18344624","display_name":"Microservices","level":3,"score":0.9740228056907654},{"id":"https://openalex.org/C2781018962","wikidata":"https://www.wikidata.org/wiki/Q5164884","display_name":"Container (type theory)","level":2,"score":0.7844228744506836},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7706061005592346},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.7515881061553955},{"id":"https://openalex.org/C136085584","wikidata":"https://www.wikidata.org/wiki/Q910289","display_name":"Overlay","level":2,"score":0.6432677507400513},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.6126969456672668},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5844631791114807},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5790166854858398},{"id":"https://openalex.org/C169851745","wikidata":"https://www.wikidata.org/wiki/Q1331985","display_name":"Overlay network","level":3,"score":0.5749649405479431},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5427025556564331},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.42337167263031006},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.39412739872932434},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.34894752502441406},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1882602870464325},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.16506579518318176},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.1408654749393463},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.1203865110874176},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10512790083885193},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cfec.2018.8358729","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cfec.2018.8358729","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 2nd International Conference on Fog and Edge Computing (ICFEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320335230","display_name":"Centre International de Math\u00e9matiques et Informatique de Toulouse","ror":"https://ror.org/017tgbk05"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2520976095","https://openalex.org/W2565245277","https://openalex.org/W2567333176","https://openalex.org/W2573562446","https://openalex.org/W2576752910","https://openalex.org/W2578036549","https://openalex.org/W2580397324","https://openalex.org/W2580686730","https://openalex.org/W2581791224","https://openalex.org/W2752646636","https://openalex.org/W2752682696","https://openalex.org/W2769192155","https://openalex.org/W2771539367","https://openalex.org/W2776276349","https://openalex.org/W2782910051","https://openalex.org/W6731822674","https://openalex.org/W6731934754","https://openalex.org/W6732476273","https://openalex.org/W6732713249","https://openalex.org/W6747180758"],"related_works":["https://openalex.org/W2534668683","https://openalex.org/W4229981831","https://openalex.org/W4212814562","https://openalex.org/W3186043372","https://openalex.org/W2804912624","https://openalex.org/W2945616868","https://openalex.org/W4280574647","https://openalex.org/W3216771643","https://openalex.org/W4226427977","https://openalex.org/W3130707141"],"abstract_inverted_index":{"In":[0,116],"recent":[1],"years,":[2],"the":[3,16,35,73,81,120,155,177],"rapid":[4],"growth":[5],"of":[6,18,37,62,78,88,122,141,181],"new":[7],"Cloud":[8,82],"technologies":[9],"acted":[10],"as":[11],"an":[12,67],"enabling":[13],"factor":[14],"for":[15,145],"adoption":[17],"microservices":[19,79,166],"based":[20],"architecture":[21],"that":[22,71,126],"leverages":[23],"container":[24],"virtualization":[25],"in":[26,52,93,139,179],"order":[27,94],"to":[28,46,49,83,95,103,152,170],"build":[29],"modular":[30],"and":[31,57,76,86,131,143,164,175],"robust":[32],"systems.":[33],"As":[34],"number":[36],"containers":[38],"running":[39],"on":[40],"hosts":[41],"increases,":[42],"it":[43],"becomes":[44],"essential":[45],"have":[47,102],"tools":[48],"manage":[50],"them":[51],"a":[53,59,136],"simple,":[54],"straightforward":[55],"manner":[56],"with":[58],"high":[60],"level":[61],"abstraction.":[63],"Osmotic":[64,97],"Computing":[65,98],"is":[66],"emerging":[68],"research":[69],"field":[70],"studies":[72],"migration,":[74],"deployment":[75],"optimization":[77],"from":[80],"Fog,":[84],"Edge,":[85],"Internet":[87],"Things":[89],"(IoT)":[90],"environments.":[91],"However,":[92],"achieve":[96],"environments,":[99],"connectivity":[100,110],"issues":[101,111],"be":[104],"addressed.":[105],"This":[106],"paper":[107],"investigates":[108],"these":[109,173],"leveraging":[112],"different":[113],"network":[114,124],"overlays.":[115],"particular,":[117],"we":[118,161],"analyze":[119],"performance":[121],"four":[123],"overlays":[125],"are":[127],"OVN,":[128],"Calico,":[129],"Weave,":[130],"Flannel.":[132],"Our":[133],"results":[134,178],"give":[135],"concrete":[137],"overview":[138],"terms":[140,180],"overhead":[142],"performances":[144],"each":[146],"proposed":[147],"overlay":[148,157],"solution,":[149],"helping":[150],"us":[151,169],"understand":[153],"which":[154,167],"best":[156],"solution":[158],"is.":[159],"Specifically,":[160],"deployed":[162],"CoAP":[163],"FTP":[165],"helped":[168],"carry":[171],"out":[172],"benchmarks":[174],"collect":[176],"transfer":[182],"times.":[183]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":6}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
