{"id":"https://openalex.org/W4414610457","doi":"https://doi.org/10.3390/fi17100442","title":"Opportunities for Adapting Data Write Latency in Geo-Distributed Replicas of Multicloud Systems","display_name":"Opportunities for Adapting Data Write Latency in Geo-Distributed Replicas of Multicloud Systems","publication_year":2025,"publication_date":"2025-09-28","ids":{"openalex":"https://openalex.org/W4414610457","doi":"https://doi.org/10.3390/fi17100442"},"language":"en","primary_location":{"id":"doi:10.3390/fi17100442","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi17100442","pdf_url":"https://www.mdpi.com/1999-5903/17/10/442/pdf?version=1759205429","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/1999-5903/17/10/442/pdf?version=1759205429","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058843810","display_name":"Olha Kozina","orcid":"https://orcid.org/0000-0003-0740-7068"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Olha Kozina","raw_affiliation_strings":["AFOREHAND Studio, 61072 Kharkiv, Ukraine","AFOREHAND Studio, 61072 Khark\u0456v, Ukraine"],"raw_orcid":"https://orcid.org/0000-0003-0740-7068","affiliations":[{"raw_affiliation_string":"AFOREHAND Studio, 61072 Kharkiv, Ukraine","institution_ids":[]},{"raw_affiliation_string":"AFOREHAND Studio, 61072 Khark\u0456v, Ukraine","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024709375","display_name":"Jos\u00e9 Machado","orcid":"https://orcid.org/0000-0002-4917-2474"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Jos\u00e9 Machado","raw_affiliation_strings":["MEtRICs Research Centre, School of Engineering, University of Minho, Campus of Azur\u00e9m, 4800-058 Guimar\u00e3es, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-4917-2474","affiliations":[{"raw_affiliation_string":"MEtRICs Research Centre, School of Engineering, University of Minho, Campus of Azur\u00e9m, 4800-058 Guimar\u00e3es, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086991496","display_name":"Maksym Volk","orcid":"https://orcid.org/0000-0003-4229-9904"},"institutions":[{"id":"https://openalex.org/I107158390","display_name":"Kharkiv National University of Radio Electronics","ror":"https://ror.org/01ctj1b90","country_code":"UA","type":"education","lineage":["https://openalex.org/I107158390"]},{"id":"https://openalex.org/I8765205","display_name":"V. N. Karazin Kharkiv National University","ror":"https://ror.org/03ftejk10","country_code":"UA","type":"education","lineage":["https://openalex.org/I8765205"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Maksym Volk","raw_affiliation_strings":["Department of Electronic Computers, Kharkiv National University of Radio Electronics, 61166 Kharkiv, Ukraine","Department of Electronic Computers, Kharkiv National University of Radio Electronics, 61166 Khark\u0456v, Ukraine"],"raw_orcid":"https://orcid.org/0000-0003-4229-9904","affiliations":[{"raw_affiliation_string":"Department of Electronic Computers, Kharkiv National University of Radio Electronics, 61166 Kharkiv, Ukraine","institution_ids":["https://openalex.org/I8765205","https://openalex.org/I107158390"]},{"raw_affiliation_string":"Department of Electronic Computers, Kharkiv National University of Radio Electronics, 61166 Khark\u0456v, Ukraine","institution_ids":["https://openalex.org/I8765205","https://openalex.org/I107158390"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071727591","display_name":"Hennadii Heiko","orcid":"https://orcid.org/0000-0001-6958-8306"},"institutions":[{"id":"https://openalex.org/I67256668","display_name":"National Technical University \"Kharkiv Polytechnic Institute\"","ror":"https://ror.org/00yp5c433","country_code":"UA","type":"education","lineage":["https://openalex.org/I67256668"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Hennadii Heiko","raw_affiliation_strings":["Computer Engineering and Programming Department, National Technical University Kharkiv Polytechnic Institute, 61002 Kharkiv, Ukraine","Computer Engineering and Programming Department, National Technical University Kharkiv Polytechnic Institute, 61002 Khark\u0456v, Ukraine"],"raw_orcid":"https://orcid.org/0000-0001-6958-8306","affiliations":[{"raw_affiliation_string":"Computer Engineering and Programming Department, National Technical University Kharkiv Polytechnic Institute, 61002 Kharkiv, Ukraine","institution_ids":["https://openalex.org/I67256668"]},{"raw_affiliation_string":"Computer Engineering and Programming Department, National Technical University Kharkiv Polytechnic Institute, 61002 Khark\u0456v, Ukraine","institution_ids":["https://openalex.org/I67256668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014596774","display_name":"Volodymyr Panchenko","orcid":"https://orcid.org/0000-0003-3364-3398"},"institutions":[{"id":"https://openalex.org/I67256668","display_name":"National Technical University \"Kharkiv Polytechnic Institute\"","ror":"https://ror.org/00yp5c433","country_code":"UA","type":"education","lineage":["https://openalex.org/I67256668"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Volodymyr Panchenko","raw_affiliation_strings":["Computer Engineering and Programming Department, National Technical University Kharkiv Polytechnic Institute, 61002 Kharkiv, Ukraine","Computer Engineering and Programming Department, National Technical University Kharkiv Polytechnic Institute, 61002 Khark\u0456v, Ukraine"],"raw_orcid":"https://orcid.org/0000-0003-3364-3398","affiliations":[{"raw_affiliation_string":"Computer Engineering and Programming Department, National Technical University Kharkiv Polytechnic Institute, 61002 Kharkiv, Ukraine","institution_ids":["https://openalex.org/I67256668"]},{"raw_affiliation_string":"Computer Engineering and Programming Department, National Technical University Kharkiv Polytechnic Institute, 61002 Khark\u0456v, Ukraine","institution_ids":["https://openalex.org/I67256668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034042830","display_name":"Mykyta Kozin","orcid":null},"institutions":[{"id":"https://openalex.org/I107158390","display_name":"Kharkiv National University of Radio Electronics","ror":"https://ror.org/01ctj1b90","country_code":"UA","type":"education","lineage":["https://openalex.org/I107158390"]},{"id":"https://openalex.org/I8765205","display_name":"V. N. Karazin Kharkiv National University","ror":"https://ror.org/03ftejk10","country_code":"UA","type":"education","lineage":["https://openalex.org/I8765205"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Mykyta Kozin","raw_affiliation_strings":["Department of Electronic Computers, Kharkiv National University of Radio Electronics, 61166 Kharkiv, Ukraine","Department of Electronic Computers, Kharkiv National University of Radio Electronics, 61166 Khark\u0456v, Ukraine"],"raw_orcid":"https://orcid.org/0009-0003-5965-9491","affiliations":[{"raw_affiliation_string":"Department of Electronic Computers, Kharkiv National University of Radio Electronics, 61166 Kharkiv, Ukraine","institution_ids":["https://openalex.org/I8765205","https://openalex.org/I107158390"]},{"raw_affiliation_string":"Department of Electronic Computers, Kharkiv National University of Radio Electronics, 61166 Khark\u0456v, Ukraine","institution_ids":["https://openalex.org/I8765205","https://openalex.org/I107158390"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071512518","display_name":"Maryna Ivanova","orcid":"https://orcid.org/0000-0002-0848-6805"},"institutions":[{"id":"https://openalex.org/I67256668","display_name":"National Technical University \"Kharkiv Polytechnic Institute\"","ror":"https://ror.org/00yp5c433","country_code":"UA","type":"education","lineage":["https://openalex.org/I67256668"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Maryna Ivanova","raw_affiliation_strings":["Department of Mechanical Engineering Technology and Metal-Cutting Machines, National Technical University Kharkiv Polytechnic Institute, 61002 Kharkiv, Ukraine","Department of Mechanical Engineering Technology and Metal-Cutting Machines, National Technical University Kharkiv Polytechnic Institute, 61002 Khark\u0456v, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-0848-6805","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering Technology and Metal-Cutting Machines, National Technical University Kharkiv Polytechnic Institute, 61002 Kharkiv, Ukraine","institution_ids":["https://openalex.org/I67256668"]},{"raw_affiliation_string":"Department of Mechanical Engineering Technology and Metal-Cutting Machines, National Technical University Kharkiv Polytechnic Institute, 61002 Khark\u0456v, Ukraine","institution_ids":["https://openalex.org/I67256668"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5024709375","https://openalex.org/A5058843810"],"corresponding_institution_ids":["https://openalex.org/I99682543"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.37139121,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"17","issue":"10","first_page":"442","last_page":"442"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9961000084877014,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9961000084877014,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.9961000084877014,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9955000281333923,"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/latency","display_name":"Latency (audio)","score":0.7870000004768372},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5224999785423279},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4803999960422516},{"id":"https://openalex.org/keywords/data-transmission","display_name":"Data transmission","score":0.4742000102996826},{"id":"https://openalex.org/keywords/data-consistency","display_name":"Data consistency","score":0.4341999888420105},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.42160001397132874},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.3862000107765198},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.38280001282691956}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9330000281333923},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.7870000004768372},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5224999785423279},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4803999960422516},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.4742000102996826},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4645000100135803},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4350000023841858},{"id":"https://openalex.org/C93361087","wikidata":"https://www.wikidata.org/wiki/Q4426698","display_name":"Data consistency","level":2,"score":0.4341999888420105},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.42160001397132874},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.3862000107765198},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.38280001282691956},{"id":"https://openalex.org/C489000","wikidata":"https://www.wikidata.org/wiki/Q747385","display_name":"Data flow diagram","level":2,"score":0.38100001215934753},{"id":"https://openalex.org/C203274722","wikidata":"https://www.wikidata.org/wiki/Q7001161","display_name":"Network performance","level":2,"score":0.3111000061035156},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.3095000088214874},{"id":"https://openalex.org/C19012869","wikidata":"https://www.wikidata.org/wiki/Q578372","display_name":"Response time","level":2,"score":0.3075000047683716},{"id":"https://openalex.org/C193519340","wikidata":"https://www.wikidata.org/wiki/Q891179","display_name":"Data loss","level":2,"score":0.3043000102043152},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.28439998626708984},{"id":"https://openalex.org/C46637626","wikidata":"https://www.wikidata.org/wiki/Q6693015","display_name":"Low latency (capital markets)","level":2,"score":0.2648000121116638},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.260699987411499},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2563999891281128},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.2531999945640564},{"id":"https://openalex.org/C159631557","wikidata":"https://www.wikidata.org/wiki/Q1546066","display_name":"Networking hardware","level":2,"score":0.25270000100135803}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/fi17100442","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi17100442","pdf_url":"https://www.mdpi.com/1999-5903/17/10/442/pdf?version=1759205429","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:doaj.org/article:f056eaea3f1743758549a85a573a0523","is_oa":true,"landing_page_url":"https://doaj.org/article/f056eaea3f1743758549a85a573a0523","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 17, Iss 10, p 442 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/fi17100442","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi17100442","pdf_url":"https://www.mdpi.com/1999-5903/17/10/442/pdf?version=1759205429","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":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4414610457.pdf","grobid_xml":"https://content.openalex.org/works/W4414610457.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W1974533642","https://openalex.org/W1985680508","https://openalex.org/W2099235330","https://openalex.org/W2395706197","https://openalex.org/W2499226820","https://openalex.org/W2577832797","https://openalex.org/W2624652833","https://openalex.org/W2783878799","https://openalex.org/W2921772046","https://openalex.org/W2950627632","https://openalex.org/W2981058230","https://openalex.org/W3014014716","https://openalex.org/W3018057796","https://openalex.org/W3154633303","https://openalex.org/W3167358629","https://openalex.org/W3171344536","https://openalex.org/W3202460066","https://openalex.org/W3217584021","https://openalex.org/W4220780245","https://openalex.org/W4294030858","https://openalex.org/W4321021232","https://openalex.org/W4321448309","https://openalex.org/W4391277838","https://openalex.org/W4403284551","https://openalex.org/W4404210228","https://openalex.org/W4407937593","https://openalex.org/W4408090926","https://openalex.org/W4411495309","https://openalex.org/W4412354351","https://openalex.org/W4413825300"],"related_works":[],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"an":[3,175],"AI-based":[4],"approach":[5,30],"to":[6,123],"adapting":[7],"the":[8,39,57,65,68,84,87,98,103,107,128,131,135,145,156,169,172,183,191],"data":[9,18,46,59,92,108,150,184],"write":[10,47,60,109,151,185],"latency":[11,61,152,186],"in":[12,64,78],"multicloud":[13],"systems":[14],"(MCSs)":[15],"that":[16,148,180],"supports":[17],"consistency":[19],"across":[20],"geo-distributed":[21],"replicas":[22,77],"of":[23,42,45,67,86,91,130,139,144,158,171,194,200],"cloud":[24],"service":[25],"providers":[26],"(CSPs).":[27],"The":[28,49,142],"proposed":[29,40],"allows":[31,181],"for":[32,126],"dynamically":[33],"forming":[34],"adaptation":[35,51,82,176],"scenarios":[36,52],"based":[37],"on":[38,161],"model":[41],"multi-criteria":[43],"optimization":[44],"latency.":[48],"generated":[50],"are":[53,94,153],"aimed":[54],"at":[55],"maintaining":[56],"required":[58],"under":[62],"changes":[63],"intensity":[66],"incoming":[69],"request":[70],"flow":[71],"and":[72,101],"network":[73,120,195],"transmission":[74,196],"time":[75,197],"between":[76,198],"CSPs.":[79],"To":[80,96,167],"generate":[81],"scenarios,":[83],"features":[85,143],"algorithmic":[88],"Latord":[89,132,146],"method":[90,133,147],"consistency,":[93],"used.":[95],"determine":[97],"threshold":[99],"values":[100],"predict":[102],"external":[104,136],"parameters":[105,129],"affecting":[106],"latency,":[110],"we":[111],"propose":[112],"using":[113],"learning":[114],"AI":[115],"models.":[116],"An":[117],"artificial":[118],"neural":[119],"is":[121],"used":[122],"form":[124],"rules":[125],"changing":[127,190],"when":[134,189],"operating":[137],"conditions":[138],"MCSs":[140,163],"change.":[141],"influence":[149],"demonstrated":[154],"by":[155,187],"results":[157],"simulation":[159],"experiments":[160],"three":[162],"with":[164],"different":[165],"configurations.":[166],"confirm":[168],"effectiveness":[170],"developed":[173],"approach,":[174],"scenario":[177],"was":[178],"considered":[179],"reducing":[182],"13%":[188],"standard":[192],"deviation":[193],"DCs":[199],"MCS.":[201]},"counts_by_year":[],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
