{"id":"https://openalex.org/W4402370107","doi":"https://doi.org/10.52783/pmj.v34.i2.938","title":"Efficient Heuristic Management of Cloud Data Lakes for Enhanced Big Data Handling in Cloud Computing Environments","display_name":"Efficient Heuristic Management of Cloud Data Lakes for Enhanced Big Data Handling in Cloud Computing Environments","publication_year":2024,"publication_date":"2024-07-04","ids":{"openalex":"https://openalex.org/W4402370107","doi":"https://doi.org/10.52783/pmj.v34.i2.938"},"language":"en","primary_location":{"id":"doi:10.52783/pmj.v34.i2.938","doi":"https://doi.org/10.52783/pmj.v34.i2.938","is_oa":true,"landing_page_url":"https://doi.org/10.52783/pmj.v34.i2.938","pdf_url":"https://internationalpubls.com/index.php/pmj/article/download/938/660","source":{"id":"https://openalex.org/S4404661618","display_name":"Panamerican mathematical journal.","issn_l":"1064-9735","issn":["1064-9735"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["anvur-scientific","norway-1","poland-20","russia-white-list-4"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Panamerican Mathematical Journal","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://internationalpubls.com/index.php/pmj/article/download/938/660","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048243084","display_name":"Wasudeo P. Rahane","orcid":"https://orcid.org/0009-0006-3771-2679","observed_orcids":["https://orcid.org/0009-0006-3771-2679"]},"institutions":[{"id":"https://openalex.org/I878213199","display_name":"Savitribai Phule Pune University","ror":"https://ror.org/044g6d731","country_code":"IN","type":"education","lineage":["https://openalex.org/I878213199"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Wasudeo Purushottam Rahane","raw_affiliation_strings":["Institute of Technology , Savitribai Phule Pune University , Pune , India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Technology , Savitribai Phule Pune University , Pune , India","institution_ids":["https://openalex.org/I878213199"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5048243084"],"corresponding_institution_ids":["https://openalex.org/I878213199"],"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":"34","issue":"2","first_page":"171","last_page":"182"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.975600004196167,"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":0.975600004196167,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.01140000019222498,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.006899999920278788,"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/data-partitioning","display_name":"data partitioning","score":0.746999979019165},{"id":"https://openalex.org/keywords/predictive-caching","display_name":"predictive caching","score":0.9810000061988831},{"id":"https://openalex.org/keywords/query-time","display_name":"query response time","score":0.8240000009536743},{"id":"https://openalex.org/keywords/big-data-storage","display_name":"big data storage","score":0.7879999876022339},{"id":"https://openalex.org/keywords/data-access-patterns","display_name":"data access patterns","score":0.7269999980926514},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"cloud computing","score":0.4009999930858612}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.9186133146286011},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6801927089691162},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6098377704620361},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.531256377696991},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.49091774225234985},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.42007699608802795},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.36179161071777344},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32618823647499084},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.21753859519958496},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.099456787109375},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.07292374968528748}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.52783/pmj.v34.i2.938","doi":"https://doi.org/10.52783/pmj.v34.i2.938","is_oa":true,"landing_page_url":"https://doi.org/10.52783/pmj.v34.i2.938","pdf_url":"https://internationalpubls.com/index.php/pmj/article/download/938/660","source":{"id":"https://openalex.org/S4404661618","display_name":"Panamerican mathematical journal.","issn_l":"1064-9735","issn":["1064-9735"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["anvur-scientific","norway-1","poland-20","russia-white-list-4"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Panamerican Mathematical Journal","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.52783/pmj.v34.i2.938","doi":"https://doi.org/10.52783/pmj.v34.i2.938","is_oa":true,"landing_page_url":"https://doi.org/10.52783/pmj.v34.i2.938","pdf_url":"https://internationalpubls.com/index.php/pmj/article/download/938/660","source":{"id":"https://openalex.org/S4404661618","display_name":"Panamerican mathematical journal.","issn_l":"1064-9735","issn":["1064-9735"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["anvur-scientific","norway-1","poland-20","russia-white-list-4"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Panamerican Mathematical Journal","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/W4402370107.pdf","grobid_xml":"https://content.openalex.org/works/W4402370107.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W3009602721","https://openalex.org/W3080209799","https://openalex.org/W3139217633","https://openalex.org/W4225486198","https://openalex.org/W4367032606","https://openalex.org/W4377043796","https://openalex.org/W4388937683"],"related_works":["https://openalex.org/W4389332122","https://openalex.org/W4407214685","https://openalex.org/W4405226484","https://openalex.org/W4394834164","https://openalex.org/W4402806530","https://openalex.org/W4413360480","https://openalex.org/W4412731177","https://openalex.org/W7124855673","https://openalex.org/W4385283100","https://openalex.org/W4416234569"],"abstract_inverted_index":{"Efficient":[0],"control":[1],"of":[2,26,50,77,129,215],"cloud":[3,14,80],"data":[4,11,18,31,40,51,78,81,90,98,140,148,158,165,179,188,210,230],"lakes":[5,19],"is":[6,159,166,221],"important":[7],"for":[8,23,204],"improving":[9,55,72,208],"big":[10,229],"dealing":[12],"in":[13,39,54,195,244],"computing":[15],"settings.":[16],"Cloud":[17],"serve":[20],"as":[21,109],"stores":[22],"vast":[24],"amounts":[25],"organized,":[27],"semi-structured,":[28],"and":[29,37,42,48,58,75,93,101,112,122,147,225,238,248],"unstructured":[30],"from":[32],"varied":[33],"sources,":[34],"offering":[35],"scaling":[36],"freedom":[38],"storage":[41,171],"processing.":[43],"However,":[44],"the":[45,73,115,130,200,216],"sheer":[46],"amount":[47],"range":[49],"offer":[52],"difficulties":[53],"storage,":[56,92,199],"access,":[57],"analysis":[59],"processes.":[60],"This":[61,151],"study":[62],"suggests":[63],"a":[64],"heuristic":[65,84,106,131,218],"method":[66,85,117,153,220],"to":[67,119,169],"handle":[68],"these":[69],"issues":[70],"by":[71],"order":[74],"recovery":[76],"within":[79],"lakes.":[82],"The":[83,213],"focuses":[86],"on":[87,97,144],"automatically":[88],"handling":[89],"splitting,":[91],"caching":[94,239],"strategies":[95],"based":[96,143],"access":[99,145,180],"trends":[100],"task":[102],"factors.":[103],"By":[104,190],"leveraging":[105],"principles,":[107],"such":[108],"adaptable":[110,134],"splitting":[111,135,237],"predictive":[113,174],"caching,":[114],"suggested":[116,217],"aims":[118],"reduce":[120],"delay":[121,203],"improve":[123,170],"total":[124],"query":[125,245],"speed.":[126],"Key":[127],"components":[128],"management":[132,219],"include":[133],"methods":[136,176,240],"that":[137,155],"actively":[138],"change":[139],"partition":[141],"sizes":[142],"frequency":[146],"distribution":[149],"patterns.":[150],"flexible":[152],"ensures":[154],"frequently":[156],"accessed":[157,164],"easily":[160],"available,":[161],"while":[162],"less":[163],"efficiently":[167],"saved":[168],"usage.":[172],"Furthermore,":[173],"storing":[175],"expect":[177],"future":[178],"patterns":[181],"using":[182,227],"machine":[183],"learning":[184],"models":[185,224],"or":[186,197],"previous":[187],"trends.":[189],"strategically":[191],"saving":[192],"relevant":[193],"datasets":[194],"memory":[196],"high-speed":[198],"system":[201],"reduces":[202],"repeated":[205],"questions,":[206],"thereby":[207],"real-time":[209],"processing":[211],"capabilities.":[212],"success":[214],"tested":[222],"through":[223],"benchmarks":[226],"real":[228],"tasks.":[231],"Comparative":[232],"research":[233],"against":[234],"standard":[235],"static":[236],"shows":[241],"significant":[242],"changes":[243],"response":[246],"times":[247],"resource":[249],"utilization":[250],"efficiency.":[251]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2024-09-10T00:00:00"}