{"id":"https://openalex.org/W7140882201","doi":"https://doi.org/10.31891/2307-5732-2026-363-81","title":"REVIEW AND ANALYSIS OF DATA PROCESSING INFORMATION TECHNOLOGIES IN THE COURSE OF MODERN COMPUTER SCIENCE","display_name":"REVIEW AND ANALYSIS OF DATA PROCESSING INFORMATION TECHNOLOGIES IN THE COURSE OF MODERN COMPUTER SCIENCE","publication_year":2026,"publication_date":"2026-03-26","ids":{"openalex":"https://openalex.org/W7140882201","doi":"https://doi.org/10.31891/2307-5732-2026-363-81"},"language":"en","primary_location":{"id":"doi:10.31891/2307-5732-2026-363-81","doi":"https://doi.org/10.31891/2307-5732-2026-363-81","is_oa":true,"landing_page_url":"https://doi.org/10.31891/2307-5732-2026-363-81","pdf_url":"https://heraldts.khmnu.edu.ua/index.php/heraldts/article/download/2572/2494","source":{"id":"https://openalex.org/S4210218115","display_name":"Herald of Khmelnytskyi National University Technical sciences","issn_l":"2307-5732","issn":["2307-5732"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I164756455","host_organization_name":"Khmelnytskyi National University","host_organization_lineage":["https://openalex.org/I164756455"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Herald of Khmelnytskyi National University. Technical sciences","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://heraldts.khmnu.edu.ua/index.php/heraldts/article/download/2572/2494","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059474791","display_name":"\u041e\u043b\u044c\u0433\u0430 \u041a\u0420\u0410\u0412\u0427\u0423\u041a","orcid":"https://orcid.org/0000-0001-6937-5001","observed_orcids":["https://orcid.org/0000-0001-6937-5001"]},"institutions":[{"id":"https://openalex.org/I164756455","display_name":"Khmelnytskyi National University","ror":"https://ror.org/04r8a1r80","country_code":"UA","type":"education","lineage":["https://openalex.org/I164756455"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"OLHA KRAVCHUK","raw_affiliation_strings":["Khmelnytsky National University"],"raw_orcid":"https://orcid.org/0000-0001-6937-5001","affiliations":[{"raw_affiliation_string":"Khmelnytsky National University","institution_ids":["https://openalex.org/I164756455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5059474791"],"corresponding_institution_ids":["https://openalex.org/I164756455"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"363","issue":"2","first_page":"618","last_page":"622"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9980000257492065,"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":0.9980000257492065,"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/T12127","display_name":"Software System Performance and Reliability","score":0.0015999999595806003,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":9.999999747378752e-05,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"cloud computing","score":0.7739999890327454},{"id":"https://openalex.org/keywords/software-architecture","display_name":"software architecture","score":0.9269999861717224},{"id":"https://openalex.org/keywords/cloud-service-models","display_name":"cloud service models","score":0.6869999766349792},{"id":"https://openalex.org/keywords/microservices","display_name":"microservices","score":0.7739999890327454},{"id":"https://openalex.org/keywords/monolithic-architecture","display_name":"monolithic architecture","score":0.777999997138977},{"id":"https://openalex.org/keywords/containerization","display_name":"containerization","score":0.824999988079071},{"id":"https://openalex.org/keywords/serverless-architecture","display_name":"serverless architecture","score":0.9769999980926514},{"id":"https://openalex.org/keywords/resource-orchestration","display_name":"resource orchestration","score":0.7860000133514404},{"id":"https://openalex.org/keywords/devops","display_name":"DevOps","score":0.8849999904632568},{"id":"https://openalex.org/keywords/scalability","display_name":"scalability","score":0.4560000002384186},{"id":"https://openalex.org/keywords/fault-tolerance","display_name":"fault tolerance","score":1.0},{"id":"https://openalex.org/keywords/information-security","display_name":"information security","score":0.9100000262260437},{"id":"https://openalex.org/keywords/digital-transformation","display_name":"digital transformation","score":0.7960000038146973}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7555999755859375},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6704999804496765},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6686000227928162},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5602999925613403},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.48890000581741333},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.47209998965263367},{"id":"https://openalex.org/C9903902","wikidata":"https://www.wikidata.org/wiki/Q3025536","display_name":"DevOps","level":3,"score":0.451200008392334},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.44999998807907104},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.43790000677108765},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.43299999833106995},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.3946000039577484},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.3921000063419342},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.388700008392334},{"id":"https://openalex.org/C175133352","wikidata":"https://www.wikidata.org/wiki/Q1254596","display_name":"Software as a service","level":4,"score":0.3871999979019165},{"id":"https://openalex.org/C72280835","wikidata":"https://www.wikidata.org/wiki/Q635346","display_name":"Architectural pattern","level":5,"score":0.385699987411499},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.3695000112056732},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.3562999963760376},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.35030001401901245},{"id":"https://openalex.org/C2778544944","wikidata":"https://www.wikidata.org/wiki/Q1352349","display_name":"Architectural model","level":3,"score":0.3384999930858612},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.33399999141693115},{"id":"https://openalex.org/C105446022","wikidata":"https://www.wikidata.org/wiki/Q445962","display_name":"Legacy system","level":3,"score":0.3336000144481659},{"id":"https://openalex.org/C57041688","wikidata":"https://www.wikidata.org/wiki/Q220644","display_name":"Service-oriented architecture","level":3,"score":0.3327000141143799},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.32679998874664307},{"id":"https://openalex.org/C121017731","wikidata":"https://www.wikidata.org/wiki/Q11661","display_name":"Information technology","level":2,"score":0.3255000114440918},{"id":"https://openalex.org/C35869016","wikidata":"https://www.wikidata.org/wiki/Q846636","display_name":"Software architecture","level":3,"score":0.30160000920295715},{"id":"https://openalex.org/C174683762","wikidata":"https://www.wikidata.org/wiki/Q609588","display_name":"Component-based software engineering","level":4,"score":0.28029999136924744},{"id":"https://openalex.org/C67363961","wikidata":"https://www.wikidata.org/wiki/Q5268834","display_name":"Information and Communications Technology","level":2,"score":0.2687000036239624},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.26759999990463257},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2615000009536743}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.31891/2307-5732-2026-363-81","doi":"https://doi.org/10.31891/2307-5732-2026-363-81","is_oa":true,"landing_page_url":"https://doi.org/10.31891/2307-5732-2026-363-81","pdf_url":"https://heraldts.khmnu.edu.ua/index.php/heraldts/article/download/2572/2494","source":{"id":"https://openalex.org/S4210218115","display_name":"Herald of Khmelnytskyi National University Technical sciences","issn_l":"2307-5732","issn":["2307-5732"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I164756455","host_organization_name":"Khmelnytskyi National University","host_organization_lineage":["https://openalex.org/I164756455"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Herald of Khmelnytskyi National University. Technical sciences","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.31891/2307-5732-2026-363-81","doi":"https://doi.org/10.31891/2307-5732-2026-363-81","is_oa":true,"landing_page_url":"https://doi.org/10.31891/2307-5732-2026-363-81","pdf_url":"https://heraldts.khmnu.edu.ua/index.php/heraldts/article/download/2572/2494","source":{"id":"https://openalex.org/S4210218115","display_name":"Herald of Khmelnytskyi National University Technical sciences","issn_l":"2307-5732","issn":["2307-5732"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I164756455","host_organization_name":"Khmelnytskyi National University","host_organization_lineage":["https://openalex.org/I164756455"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Herald of Khmelnytskyi National University. Technical sciences","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.7207000255584717,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7140882201.pdf","grobid_xml":"https://content.openalex.org/works/W7140882201.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W2614320769","https://openalex.org/W4385950423","https://openalex.org/W4388191261","https://openalex.org/W4400964552","https://openalex.org/W4413600401","https://openalex.org/W4414128230","https://openalex.org/W4414128260","https://openalex.org/W4414179466"],"related_works":["https://openalex.org/W7220434514","https://openalex.org/W4409000682","https://openalex.org/W2791042570","https://openalex.org/W7223109322","https://openalex.org/W7140129512","https://openalex.org/W7172201962","https://openalex.org/W4385734005","https://openalex.org/W7155001299","https://openalex.org/W7171638892","https://openalex.org/W7154904659"],"abstract_inverted_index":{"The":[0,132,158,181],"article":[1],"provides":[2],"a":[3,135,199],"comprehensive":[4],"analysis":[5],"of":[6,19,28,35,60,75,95,112,121,127,153,163,172,183,195,217,222,228,240,247],"modern":[7,129,241],"architectural":[8,76,79,140,211],"approaches":[9],"to":[10,43,109,233],"software":[11,151,196,242],"development":[12,221],"using":[13],"cloud":[14,44,61,130,200,229],"technologies":[15],"in":[16,93,189,198,205,214,225,244],"the":[17,33,36,58,73,110,119,128,161,170,173,175,184,190,215,226,235,245],"context":[18,216,246],"growing":[20],"demands":[21],"for":[22,138,150,160],"scalability,":[23,96],"fault":[24,98],"tolerance,":[25,99],"and":[26,53,68,87,102,118,156,178,193,238],"security":[27],"information":[29,103],"systems.":[30],"It":[31,56],"substantiates":[32],"relevance":[34],"transition":[37],"from":[38],"traditional":[39],"local":[40],"deployment":[41,116],"models":[42,64],"environments":[45],"that":[46],"provide":[47],"flexible":[48],"resource":[49,114,179],"management,":[50],"elastic":[51],"scaling,":[52],"cost":[54],"optimization.":[55],"considers":[57],"evolution":[59],"service":[62],"delivery":[63],"(IaaS,":[65],"PaaS,":[66],"SaaS)":[67],"determines":[69],"their":[70],"impact":[71],"on":[72,169],"formation":[74],"solutions.":[77],"Key":[78],"paradigms":[80],"are":[81,91,166],"analyzed,":[82],"including":[83],"monolithic,":[84],"microservice,":[85],"containerized,":[86],"serverless":[88],"architectures.":[89],"They":[90],"compared":[92],"terms":[94],"performance,":[97],"management":[100],"complexity,":[101],"security.":[104],"Particular":[105],"attention":[106],"is":[107],"paid":[108],"role":[111],"containerization,":[113],"orchestration,":[115],"automation,":[117],"implementation":[120],"DevOps":[122],"practices":[123],"as":[124,202,204],"important":[125],"components":[126],"ecosystem.":[131],"paper":[133],"proposes":[134],"generalized":[136],"model":[137],"evaluating":[139],"approaches,":[141],"which":[142],"allows":[143],"comparing":[144],"technical":[145],"characteristics":[146],"with":[147],"practical":[148],"requirements":[149],"systems":[152,197,243],"various":[154],"scales":[155],"purposes.":[157],"conditions":[159],"feasibility":[162],"each":[164],"approach":[165],"determined":[167],"depending":[168],"specifics":[171],"project,":[174],"predicted":[176],"load,":[177],"constraints.":[180],"results":[182],"study":[185],"can":[186],"be":[187],"used":[188],"design,":[191],"modernization,":[192],"optimization":[194],"environment,":[201],"well":[203],"scientific":[206,223],"research":[207,224],"aimed":[208],"at":[209],"developing":[210],"design":[212],"methodologies":[213],"digital":[218,249],"transformation.":[219,250],"further":[220],"field":[227],"architectures":[230],"will":[231],"contribute":[232],"improving":[234],"efficiency,":[236],"reliability,":[237],"adaptability":[239],"global":[248]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-03-27T00:00:00"}