{"id":"https://openalex.org/W4221092417","doi":"https://doi.org/10.3390/fi14030092","title":"The Time Machine in Columnar NoSQL Databases: The Case of Apache HBase","display_name":"The Time Machine in Columnar NoSQL Databases: The Case of Apache HBase","publication_year":2022,"publication_date":"2022-03-15","ids":{"openalex":"https://openalex.org/W4221092417","doi":"https://doi.org/10.3390/fi14030092"},"language":"en","primary_location":{"id":"doi:10.3390/fi14030092","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi14030092","pdf_url":"https://www.mdpi.com/1999-5903/14/3/92/pdf?version=1647338473","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/1999-5903/14/3/92/pdf?version=1647338473","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034285042","display_name":"Chia-Ping Tsai","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chia-Ping Tsai","raw_affiliation_strings":["Apache HBase and Kafka Project Management Committees, Wilmington, DE 19801, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Apache HBase and Kafka Project Management Committees, Wilmington, DE 19801, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101752907","display_name":"Che\u2010Wei Chang","orcid":"https://orcid.org/0000-0003-3927-6613"},"institutions":[{"id":"https://openalex.org/I205612303","display_name":"Chinese Culture University","ror":"https://ror.org/04shepe48","country_code":"TW","type":"education","lineage":["https://openalex.org/I205612303"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Che-Wei Chang","raw_affiliation_strings":["Department of Computer Science and Information Engineering, Chinese Culture University, Taipei 11114, Taiwan"],"raw_orcid":"https://orcid.org/0000-0003-3927-6613","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, Chinese Culture University, Taipei 11114, Taiwan","institution_ids":["https://openalex.org/I205612303"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081412901","display_name":"Hung\u2010Chang Hsiao","orcid":"https://orcid.org/0000-0001-9613-7455"},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Hung-Chang Hsiao","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Cheng Kung University, Tainan 70101, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Cheng Kung University, Tainan 70101, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050569064","display_name":"Haiying Shen","orcid":"https://orcid.org/0000-0002-7548-6223"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Haiying Shen","raw_affiliation_strings":["Department of Computer Science, University of Virginia, Charlottesville, VA 22908, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Virginia, Charlottesville, VA 22908, USA","institution_ids":["https://openalex.org/I51556381"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5081412901","https://openalex.org/A5101752907"],"corresponding_institution_ids":["https://openalex.org/I205612303","https://openalex.org/I91807558"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1466},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1466},"fwci":0.5952,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.66588811,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"14","issue":"3","first_page":"92","last_page":"92"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.998199999332428,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.998199999332428,"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":0.9975000023841858,"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":0.9921000003814697,"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/nosql","display_name":"NoSQL","score":0.9890546798706055},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8529897928237915},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.7637421488761902},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.598247766494751},{"id":"https://openalex.org/keywords/sql","display_name":"SQL","score":0.5626334547996521},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.49490684270858765},{"id":"https://openalex.org/keywords/relational-database","display_name":"Relational database","score":0.47846719622612},{"id":"https://openalex.org/keywords/table","display_name":"Table (database)","score":0.4744350016117096},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.46748846769332886},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.249922513961792}],"concepts":[{"id":"https://openalex.org/C2779599972","wikidata":"https://www.wikidata.org/wiki/Q82231","display_name":"NoSQL","level":3,"score":0.9890546798706055},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8529897928237915},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.7637421488761902},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.598247766494751},{"id":"https://openalex.org/C510870499","wikidata":"https://www.wikidata.org/wiki/Q47607","display_name":"SQL","level":2,"score":0.5626334547996521},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.49490684270858765},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.47846719622612},{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.4744350016117096},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.46748846769332886},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.249922513961792},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/fi14030092","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi14030092","pdf_url":"https://www.mdpi.com/1999-5903/14/3/92/pdf?version=1647338473","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:https://irlib.pccu.edu.tw/:987654321/51910","is_oa":false,"landing_page_url":"https://irlib.pccu.edu.tw//handle/987654321/51910","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:RePEc:gam:jftint:v:14:y:2022:i:3:p:92-:d:771469","is_oa":false,"landing_page_url":"https://www.mdpi.com/1999-5903/14/3/92/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:08b896bfbd57489a89fc9e3f786efb3f","is_oa":false,"landing_page_url":"https://doaj.org/article/08b896bfbd57489a89fc9e3f786efb3f","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Future Internet, Vol 14, Iss 3, p 92 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/fi14030092","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi14030092","pdf_url":"https://www.mdpi.com/1999-5903/14/3/92/pdf?version=1647338473","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":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4221092417.pdf","grobid_xml":"https://content.openalex.org/works/W4221092417.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W1985229168","https://openalex.org/W2030148816","https://openalex.org/W2046006386","https://openalex.org/W2125735212","https://openalex.org/W2169188831","https://openalex.org/W2565233135","https://openalex.org/W2585066260","https://openalex.org/W2951142264","https://openalex.org/W2969424631","https://openalex.org/W3008048810","https://openalex.org/W3013015689"],"related_works":["https://openalex.org/W4200610268","https://openalex.org/W3001928035","https://openalex.org/W3007123324","https://openalex.org/W2126420512","https://openalex.org/W2791661407","https://openalex.org/W2006595462","https://openalex.org/W970438980","https://openalex.org/W2072956666","https://openalex.org/W4386215394","https://openalex.org/W4312581606"],"abstract_inverted_index":{"Not":[0],"Only":[1],"SQL":[2],"(NoSQL)":[3],"is":[4,9,23],"a":[5,60,71,126],"critical":[6,34],"technology":[7],"that":[8],"scalable":[10],"and":[11,93,105,118],"provides":[12],"flexible":[13],"schemas,":[14],"thereby":[15],"complementing":[16],"existing":[17],"relational":[18],"database":[19,53,80,129],"technologies.":[20],"Although":[21],"NoSQL":[22,79,101,117,128,146],"flourishing,":[24],"present":[25],"solutions":[26,41,108,121],"lack":[27],"the":[28,43,57,68,75,111,131],"features":[29],"required":[30],"by":[31],"enterprises":[32],"for":[33,51,89],"missions.":[35],"In":[36],"this":[37],"paper,":[38],"we":[39],"explore":[40],"to":[42,59,109],"data":[44,112],"recovery":[45,50,113],"issue":[46],"in":[47,74,115,130],"NoSQL.":[48],"Data":[49],"any":[52],"table":[54,58,69],"entails":[55],"restoring":[56],"prior":[61],"state":[62],"or":[63],"replaying":[64],"(insert/update)":[65],"operations":[66],"over":[67],"given":[70],"time":[72],"period":[73],"past.":[76],"Recovery":[77],"of":[78],"tables":[81],"enables":[82],"applications":[83],"such":[84],"as":[85],"failure":[86],"recovery,":[87],"analysis":[88],"historical":[90],"data,":[91],"debugging,":[92],"auditing.":[94],"Particularly,":[95],"our":[96,120],"study":[97],"focuses":[98],"on":[99,123],"columnar":[100,116],"databases.":[102],"We":[103],"propose":[104],"evaluate":[106],"two":[107],"address":[110],"problem":[114],"implement":[119],"based":[122],"Apache":[124],"HBase,":[125],"popular":[127],"Hadoop":[132],"ecosystem":[133],"widely":[134],"adopted":[135],"across":[136],"industries.":[137],"Our":[138],"implementations":[139],"are":[140],"extensively":[141],"benchmarked":[142],"with":[143],"an":[144],"industrial":[145],"benchmark":[147],"under":[148],"real":[149],"environments.":[150]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
