{"id":"https://openalex.org/W7204222345","doi":"https://doi.org/10.37943/wgvs4419","title":"HIERARCHICAL DECISION MODELLING OF CLOUD ENTERPRISE DATA STORAGE SYSTEMS USING AHP","display_name":"HIERARCHICAL DECISION MODELLING OF CLOUD ENTERPRISE DATA STORAGE SYSTEMS USING AHP","publication_year":2026,"publication_date":"2026-06-30","ids":{"openalex":"https://openalex.org/W7204222345","doi":"https://doi.org/10.37943/wgvs4419"},"language":"en","primary_location":{"id":"doi:10.37943/wgvs4419","doi":"https://doi.org/10.37943/wgvs4419","is_oa":true,"landing_page_url":"https://doi.org/10.37943/wgvs4419","pdf_url":"https://journal.astanait.edu.kz/index.php/ojs/article/download/979/339","source":{"id":"https://openalex.org/S4210225114","display_name":"Scientific Journal of Astana IT University","issn_l":"2707-9031","issn":["2707-9031","2707-904X"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","erih-plus"],"host_organization":"https://openalex.org/I4405257690","host_organization_name":"Astana IT University","host_organization_lineage":["https://openalex.org/I4405257690"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Journal of Astana IT University","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W7204222345"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://journal.astanait.edu.kz/index.php/ojs/article/download/979/339","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5099021101","display_name":"Aigul Meirmanova","orcid":"https://orcid.org/0000-0002-3841-3754","observed_orcids":["https://orcid.org/0000-0002-3841-3754"]},"institutions":[{"id":"https://openalex.org/I4405257690","display_name":"Astana IT University","ror":"https://ror.org/05jnvbc31","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4405257690"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Aigul Meirmanova","raw_affiliation_strings":["Astana IT University"],"raw_orcid":"https://orcid.org/0000-0002-3841-3754","affiliations":[{"raw_affiliation_string":"Astana IT University","institution_ids":["https://openalex.org/I4405257690"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5148266709","display_name":"Aibek Zhumabekov","orcid":"https://orcid.org/0009-0002-5257-7138","observed_orcids":["https://orcid.org/0009-0002-5257-7138"]},"institutions":[{"id":"https://openalex.org/I4405257690","display_name":"Astana IT University","ror":"https://ror.org/05jnvbc31","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4405257690"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Aibek Zhumabekov","raw_affiliation_strings":["Astana IT University"],"raw_orcid":"https://orcid.org/0009-0002-5257-7138","affiliations":[{"raw_affiliation_string":"Astana IT University","institution_ids":["https://openalex.org/I4405257690"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4405257690"],"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":"26","issue":"2","first_page":"65","last_page":"75"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.00839999970048666,"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/T11734","display_name":"Decision Support System Applications","score":0.0012000000569969416,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/analytic-hierarchy-process","display_name":"analytic hierarchy process","score":0.953000009059906},{"id":"https://openalex.org/keywords/multi-criteria-decision-making","display_name":"multi-criteria decision making","score":0.9909999966621399},{"id":"https://openalex.org/keywords/amazon-s3","display_name":"Amazon S3","score":0.7760000228881836},{"id":"https://openalex.org/keywords/microsoft-azure","display_name":"Microsoft Azure","score":0.9909999966621399},{"id":"https://openalex.org/keywords/google-cloud-storage","display_name":"Google Cloud Storage","score":1.0},{"id":"https://openalex.org/keywords/expert-pairwise-comparison","display_name":"expert pairwise comparison","score":0.6389999985694885},{"id":"https://openalex.org/keywords/consistency-coefficient","display_name":"consistency coefficient","score":0.38999998569488525},{"id":"https://openalex.org/keywords/sensitivity-analysis","display_name":"sensitivity analysis","score":0.6489999890327454}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8029000163078308},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6638000011444092},{"id":"https://openalex.org/C2777338717","wikidata":"https://www.wikidata.org/wiki/Q1762621","display_name":"Vendor","level":2,"score":0.5659999847412109},{"id":"https://openalex.org/C2777960535","wikidata":"https://www.wikidata.org/wiki/Q131508","display_name":"Enterprise resource planning","level":2,"score":0.5386999845504761},{"id":"https://openalex.org/C2777059624","wikidata":"https://www.wikidata.org/wiki/Q914359","display_name":"Cloud storage","level":3,"score":0.48730000853538513},{"id":"https://openalex.org/C87345402","wikidata":"https://www.wikidata.org/wiki/Q485202","display_name":"Analytic hierarchy process","level":2,"score":0.47440001368522644},{"id":"https://openalex.org/C46934059","wikidata":"https://www.wikidata.org/wiki/Q61515","display_name":"Outsourcing","level":2,"score":0.43880000710487366},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4156000018119812},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3971000015735626},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.39629998803138733},{"id":"https://openalex.org/C155911762","wikidata":"https://www.wikidata.org/wiki/Q422321","display_name":"Blueprint","level":2,"score":0.38609999418258667},{"id":"https://openalex.org/C11105738","wikidata":"https://www.wikidata.org/wiki/Q1895805","display_name":"Multiple-criteria decision analysis","level":2,"score":0.37610000371932983},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.37229999899864197},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.35899999737739563},{"id":"https://openalex.org/C67571701","wikidata":"https://www.wikidata.org/wiki/Q1318054","display_name":"Enterprise system","level":2,"score":0.3587999939918518},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.34470000863075256},{"id":"https://openalex.org/C136227091","wikidata":"https://www.wikidata.org/wiki/Q5380376","display_name":"Enterprise data management","level":3,"score":0.3411000072956085},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.3411000072956085},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.3400000035762787},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.33500000834465027},{"id":"https://openalex.org/C121017731","wikidata":"https://www.wikidata.org/wiki/Q11661","display_name":"Information technology","level":2,"score":0.33009999990463257},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3156999945640564},{"id":"https://openalex.org/C27295321","wikidata":"https://www.wikidata.org/wiki/Q831795","display_name":"Enterprise information system","level":2,"score":0.3034999966621399},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.3018999993801117},{"id":"https://openalex.org/C135572916","wikidata":"https://www.wikidata.org/wiki/Q193351","display_name":"Data warehouse","level":2,"score":0.2957000136375427},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.2924000024795532},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.2847999930381775},{"id":"https://openalex.org/C3102742","wikidata":"https://www.wikidata.org/wiki/Q6031177","display_name":"Information repository","level":3,"score":0.28349998593330383},{"id":"https://openalex.org/C144986985","wikidata":"https://www.wikidata.org/wiki/Q871236","display_name":"Hierarchical database model","level":2,"score":0.272599995136261},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.25609999895095825},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.25369998812675476},{"id":"https://openalex.org/C134503902","wikidata":"https://www.wikidata.org/wiki/Q1473265","display_name":"Information technology management","level":4,"score":0.2531999945640564}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.37943/wgvs4419","doi":"https://doi.org/10.37943/wgvs4419","is_oa":true,"landing_page_url":"https://doi.org/10.37943/wgvs4419","pdf_url":"https://journal.astanait.edu.kz/index.php/ojs/article/download/979/339","source":{"id":"https://openalex.org/S4210225114","display_name":"Scientific Journal of Astana IT University","issn_l":"2707-9031","issn":["2707-9031","2707-904X"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","erih-plus"],"host_organization":"https://openalex.org/I4405257690","host_organization_name":"Astana IT University","host_organization_lineage":["https://openalex.org/I4405257690"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Journal of Astana IT University","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f6cb4df882ce4c1fa934fc2bba551381","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/f6cb4df882ce4c1fa934fc2bba551381","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,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scientific Journal of Astana IT University, Vol 26, Iss 2 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.37943/wgvs4419","doi":"https://doi.org/10.37943/wgvs4419","is_oa":true,"landing_page_url":"https://doi.org/10.37943/wgvs4419","pdf_url":"https://journal.astanait.edu.kz/index.php/ojs/article/download/979/339","source":{"id":"https://openalex.org/S4210225114","display_name":"Scientific Journal of Astana IT University","issn_l":"2707-9031","issn":["2707-9031","2707-904X"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","erih-plus"],"host_organization":"https://openalex.org/I4405257690","host_organization_name":"Astana IT University","host_organization_lineage":["https://openalex.org/I4405257690"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Journal of Astana IT University","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7204222345.pdf","grobid_xml":"https://content.openalex.org/works/W7204222345.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W2524145143","https://openalex.org/W2795061887","https://openalex.org/W2803866832","https://openalex.org/W3022333459","https://openalex.org/W3033971105","https://openalex.org/W3045457574","https://openalex.org/W3129069910","https://openalex.org/W3176335554","https://openalex.org/W3202093467","https://openalex.org/W4387509056","https://openalex.org/W4401634135","https://openalex.org/W4415167643"],"related_works":["https://openalex.org/W3141441291","https://openalex.org/W4295769084","https://openalex.org/W2767813540","https://openalex.org/W4213458194","https://openalex.org/W2592979569","https://openalex.org/W4409545139","https://openalex.org/W4407206573","https://openalex.org/W46650466","https://openalex.org/W7009056241","https://openalex.org/W4388519507"],"abstract_inverted_index":{"Evaluating":[0],"cloud":[1,59,96,132,256],"enterprise":[2,60,255],"data":[3,27],"storage":[4,34,61,97,257],"systems":[5,62],"is":[6,36],"mission-critical":[7],"for":[8,221],"ensuring":[9],"reliability,":[10],"security":[11,271],"and":[12,19,45,88,104,140,147,164,183,191,209,251,259,270],"compliance,":[13],"interoperability,":[14],"scalability,":[15],"performance,":[16],"vendor":[17],"support,":[18],"cost-effectiveness":[20],"in":[21,125,130,186,272],"modern":[22],"organizations":[23],"where":[24],"petabytes":[25],"of":[26,58,113,171,254],"are":[28],"stored.":[29],"However,":[30],"choosing":[31],"the":[32,143,154,169,172,178,201],"appropriate":[33],"solution":[35,220],"complex,":[37],"as":[38,71,237,268],"enterprises":[39,234],"must":[40],"consider":[41],"numerous":[42],"strategic,":[43,86],"technological,":[44,87],"operational":[46,89],"dimensions.":[47,90],"This":[48,213],"article":[49],"addresses":[50],"these":[51],"challenges":[52],"by":[53,64,152,206],"presenting":[54],"a":[55,160,194,218,222,228],"multiperspective":[56,223],"assessment":[57],"supported":[63],"multi-criteria":[65],"decision":[66,224,246],"making":[67],"(MCDM)":[68],"tool,":[69],"such":[70,267],"Analytic":[72],"Hierarchy":[73],"Process":[74],"(AHP).":[75],"A":[76],"three-tier":[77],"hierarchy":[78],"was":[79],"constructed":[80],"that":[81,177,232],"organizes":[82],"nine":[83],"criteria":[84,179,266],"into":[85],"Using":[91],"this":[92],"structure,":[93],"three":[94],"leading":[95],"platforms":[98],"\u2013":[99,108],"Amazon":[100,198],"S3,":[101],"Microsoft":[102,207],"Azure,":[103],"Google":[105,210],"Cloud":[106,211],"Storage":[107],"were":[109,134,150],"evaluated.":[110],"The":[111,174],"opinions":[112],"twelve":[114],"senior":[115],"experts":[116],"from":[117],"National":[118],"Information":[119],"Technologies":[120],"Joint-Stock":[121],"Company":[122],"(NITEC":[123],"JSC)":[124],"Kazakhstan,":[126],"all":[127],"with":[128,159],"experience":[129],"corporate":[131],"infrastructure,":[133],"collected":[135],"using":[136,142],"pairwise":[137],"comparison":[138],"questionnaires":[139],"summarized":[141],"geometric":[144],"mean.":[145],"Local":[146],"global":[148],"weights":[149],"obtained":[151],"calculating":[153],"priority":[155],"based":[156],"on":[157],"eigenvectors":[158],"consistency":[161],"coefficient":[162],"check":[163],"sensitivity":[165],"analysis":[166],"to":[167,181,263],"confirm":[168],"reliability":[170,184],"model.":[173],"results":[175],"show":[176],"related":[180],"continuity":[182],"prevail":[185],"decision-making,":[187],"while":[188],"pure":[189],"productivity":[190],"manageability":[192],"have":[193],"comparatively":[195],"lower":[196],"weights.":[197],"S3":[199],"had":[200],"highest":[202],"overall":[203],"priority,":[204],"followed":[205],"Azure":[208],"Storage.":[212],"study":[214],"contributes":[215],"not":[216],"only":[217],"practical":[219],"model":[225],"but":[226],"also":[227],"validated":[229],"methodological":[230],"blueprint":[231],"helps":[233],"adapt":[235],"continuously":[236],"technologies":[238],"evolve.":[239],"Future":[240],"work":[241],"will":[242],"explore":[243],"how":[244],"hierarchical":[245],"modeling":[247],"can":[248,260],"facilitate":[249],"transparent":[250],"repeatable":[252],"selection":[253],"providers":[258],"be":[261],"expanded":[262],"include":[264],"additional":[265],"cost":[269],"organization-specific":[273],"applications.":[274]},"counts_by_year":[],"updated_date":"2026-10-07T09:51:55.459714","created_date":"2026-08-27T00:00:00"}
