{"id":"https://openalex.org/W4408862071","doi":"https://doi.org/10.1109/icca62237.2024.10927845","title":"Data Partitioning and Storage Strategies for Artificial Intelligence and Machine Learning Applications: A Review of Techniques","display_name":"Data Partitioning and Storage Strategies for Artificial Intelligence and Machine Learning Applications: A Review of Techniques","publication_year":2024,"publication_date":"2024-12-17","ids":{"openalex":"https://openalex.org/W4408862071","doi":"https://doi.org/10.1109/icca62237.2024.10927845"},"language":"en","primary_location":{"id":"doi:10.1109/icca62237.2024.10927845","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icca62237.2024.10927845","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Computer and Applications (ICCA)","raw_type":"proceedings-article"},"type":"review","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/A5046102769","display_name":"Kingsley C. Nwosu","orcid":"https://orcid.org/0000-0001-7235-2708"},"institutions":[{"id":"https://openalex.org/I103087548","display_name":"Norfolk State University","ror":"https://ror.org/030pydv62","country_code":"US","type":"education","lineage":["https://openalex.org/I103087548"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kingsley C. Nwosu","raw_affiliation_strings":["Norfolk State University,Department of Computer Science,Norfolk,VA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Norfolk State University,Department of Computer Science,Norfolk,VA,USA","institution_ids":["https://openalex.org/I103087548"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116806336","display_name":"Ibrahim Kamara","orcid":null},"institutions":[{"id":"https://openalex.org/I103087548","display_name":"Norfolk State University","ror":"https://ror.org/030pydv62","country_code":"US","type":"education","lineage":["https://openalex.org/I103087548"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ibrahim Kamara","raw_affiliation_strings":["Norfolk State University,Department of Computer Science,Norfolk,VA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Norfolk State University,Department of Computer Science,Norfolk,VA,USA","institution_ids":["https://openalex.org/I103087548"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087732038","display_name":"Musbah Abdulgader","orcid":"https://orcid.org/0000-0002-8957-8516"},"institutions":[{"id":"https://openalex.org/I103087548","display_name":"Norfolk State University","ror":"https://ror.org/030pydv62","country_code":"US","type":"education","lineage":["https://openalex.org/I103087548"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Musbah Abdulgader","raw_affiliation_strings":["Norfolk State University,Department of Computer Science,Norfolk,VA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Norfolk State University,Department of Computer Science,Norfolk,VA,USA","institution_ids":["https://openalex.org/I103087548"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050897683","display_name":"Yen-Hung Hu","orcid":"https://orcid.org/0000-0003-0040-4788"},"institutions":[{"id":"https://openalex.org/I103087548","display_name":"Norfolk State University","ror":"https://ror.org/030pydv62","country_code":"US","type":"education","lineage":["https://openalex.org/I103087548"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yen-Hung Hu","raw_affiliation_strings":["Norfolk State University,Department of Computer Science,Norfolk,VA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Norfolk State University,Department of Computer Science,Norfolk,VA,USA","institution_ids":["https://openalex.org/I103087548"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I103087548"],"apc_list":null,"apc_paid":null,"fwci":0.9188,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.78466298,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9214000105857849,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9214000105857849,"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":0.9129999876022339,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9016000032424927,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/computer-science","display_name":"Computer science","score":0.7178225517272949},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5726567506790161},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.460492879152298}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7178225517272949},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5726567506790161},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.460492879152298}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icca62237.2024.10927845","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icca62237.2024.10927845","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Computer and Applications (ICCA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":77,"referenced_works":["https://openalex.org/W114517082","https://openalex.org/W935072310","https://openalex.org/W1487929601","https://openalex.org/W1507946629","https://openalex.org/W1569086558","https://openalex.org/W1587383618","https://openalex.org/W1981069811","https://openalex.org/W1985449099","https://openalex.org/W1996829281","https://openalex.org/W2009332171","https://openalex.org/W2014406129","https://openalex.org/W2020765652","https://openalex.org/W2030068521","https://openalex.org/W2034580379","https://openalex.org/W2054141820","https://openalex.org/W2085410041","https://openalex.org/W2088961263","https://openalex.org/W2108183412","https://openalex.org/W2131802109","https://openalex.org/W2200241032","https://openalex.org/W2295464403","https://openalex.org/W2489451554","https://openalex.org/W2559525420","https://openalex.org/W2584923503","https://openalex.org/W2595543006","https://openalex.org/W2604123379","https://openalex.org/W2604370065","https://openalex.org/W2604641217","https://openalex.org/W2756982556","https://openalex.org/W2779620558","https://openalex.org/W2785061420","https://openalex.org/W2794696543","https://openalex.org/W2802349643","https://openalex.org/W2908054697","https://openalex.org/W2955798129","https://openalex.org/W2963015700","https://openalex.org/W2963843031","https://openalex.org/W2979417040","https://openalex.org/W3006849929","https://openalex.org/W3008193351","https://openalex.org/W3011572741","https://openalex.org/W3012125688","https://openalex.org/W3029532343","https://openalex.org/W3039979772","https://openalex.org/W3084942588","https://openalex.org/W3138885233","https://openalex.org/W3139071797","https://openalex.org/W3154314449","https://openalex.org/W3164306853","https://openalex.org/W3170139470","https://openalex.org/W4206632990","https://openalex.org/W4214571387","https://openalex.org/W4240131102","https://openalex.org/W4246177073","https://openalex.org/W4246696625","https://openalex.org/W4282601651","https://openalex.org/W4283276269","https://openalex.org/W4293023530","https://openalex.org/W4381846322","https://openalex.org/W4385587854","https://openalex.org/W4385829865","https://openalex.org/W4390328031","https://openalex.org/W4391791455","https://openalex.org/W4399208705","https://openalex.org/W6608263985","https://openalex.org/W6633958470","https://openalex.org/W6634914436","https://openalex.org/W6637765675","https://openalex.org/W6642895106","https://openalex.org/W6677623120","https://openalex.org/W6684511713","https://openalex.org/W6703650745","https://openalex.org/W6722826520","https://openalex.org/W6738839841","https://openalex.org/W6750257872","https://openalex.org/W6796286998","https://openalex.org/W6838924990"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,137],"review":[4,53,116,133],"of":[5,18,32,49,76,110,129,147],"data":[6,33,38,58,84,90,152],"partitioning":[7,59,111],"and":[8,16,22,30,47,55,64,71,78,96,99,112,122,142,150],"storage":[9,113],"strategies":[10],"critical":[11],"for":[12,43,73,93,120,139],"optimizing":[13],"the":[14,28,45,83,108,127,145],"performance":[15,128],"scalability":[17],"Artificial":[19],"Intelligence":[20],"(AI)":[21],"Machine":[23],"Learning":[24],"(ML)":[25],"applications.":[26,79],"As":[27],"volume":[29],"complexity":[31],"continue":[34],"to":[35,125],"grow,":[36],"effective":[37],"management":[39,153],"becomes":[40],"increasingly":[41],"essential":[42],"ensuring":[44],"efficiency":[46],"accuracy":[48],"AI/ML":[50,88,94,130],"models.":[51],"The":[52,132],"categorizes":[54],"evaluates":[56],"various":[57],"techniques,":[60],"including":[61],"hash-based,":[62],"range-based":[63],"graph-based":[65],"algorithms,":[66],"highlighting":[67],"their":[68],"strengths,":[69],"weaknesses,":[70],"suitability":[72],"different":[74],"types":[75],"datasets":[77],"It":[80],"also":[81,134],"explores":[82],"processing":[85],"challenges":[86],"with":[87],"applications,":[89],"access":[91],"patterns":[92],"algorithms;":[95],"implementation":[97],"techniques":[98],"evaluation":[100],"metrics.":[101],"By":[102],"identifying":[103],"key":[104],"factors":[105],"that":[106],"influence":[107],"choice":[109],"strategies,":[114],"this":[115],"provides":[117],"valuable":[118],"insights":[119],"researchers":[121],"practitioners":[123],"seeking":[124],"enhance":[126],"systems.":[131],"serves":[135],"as":[136],"foundation":[138],"future":[140],"research":[141],"development,":[143],"guiding":[144],"design":[146],"more":[148],"efficient":[149],"scalable":[151],"solutions":[154],"in":[155],"artificial":[156],"intelligence.":[157]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
