{"id":"https://openalex.org/W2139205321","doi":"https://doi.org/10.1007/s00778-012-0269-7","title":"The HaLoop approach to large-scale iterative data analysis","display_name":"The HaLoop approach to large-scale iterative data analysis","publication_year":2012,"publication_date":"2012-03-13","ids":{"openalex":"https://openalex.org/W2139205321","doi":"https://doi.org/10.1007/s00778-012-0269-7","mag":"2139205321"},"language":"en","primary_location":{"id":"doi:10.1007/s00778-012-0269-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00778-012-0269-7","pdf_url":null,"source":{"id":"https://openalex.org/S78926909","display_name":"The VLDB Journal","issn_l":"0949-877X","issn":["0949-877X","1066-8888"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The VLDB Journal","raw_type":"journal-article"},"type":"article","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/A5102099238","display_name":"Yingyi Bu","orcid":null},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yingyi Bu","raw_affiliation_strings":["University of California-Irvine, Irvine, CA, 92697, USA","University of California, Irvine, Irvine, USA 92697#TAB#"],"affiliations":[{"raw_affiliation_string":"University of California-Irvine, Irvine, CA, 92697, USA","institution_ids":["https://openalex.org/I204250578"]},{"raw_affiliation_string":"University of California, Irvine, Irvine, USA 92697#TAB#","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007124763","display_name":"Bill Howe","orcid":"https://orcid.org/0000-0001-8588-8472"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]},{"id":"https://openalex.org/I58610484","display_name":"Seattle University","ror":"https://ror.org/02jqc0m91","country_code":"US","type":"education","lineage":["https://openalex.org/I58610484"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bill Howe","raw_affiliation_strings":["University of Washington, Seattle, WA, 98195, USA","University of Washington, Seattle, USA 98195"],"affiliations":[{"raw_affiliation_string":"University of Washington, Seattle, WA, 98195, USA","institution_ids":["https://openalex.org/I201448701"]},{"raw_affiliation_string":"University of Washington, Seattle, USA 98195","institution_ids":["https://openalex.org/I201448701","https://openalex.org/I58610484"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064988079","display_name":"Magdalena Ba\u0142azi\u0144ska","orcid":"https://orcid.org/0000-0002-6805-0325"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]},{"id":"https://openalex.org/I58610484","display_name":"Seattle University","ror":"https://ror.org/02jqc0m91","country_code":"US","type":"education","lineage":["https://openalex.org/I58610484"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Magdalena Balazinska","raw_affiliation_strings":["University of Washington, Seattle, WA, 98195, USA","University of Washington, Seattle, USA 98195"],"affiliations":[{"raw_affiliation_string":"University of Washington, Seattle, WA, 98195, USA","institution_ids":["https://openalex.org/I201448701"]},{"raw_affiliation_string":"University of Washington, Seattle, USA 98195","institution_ids":["https://openalex.org/I201448701","https://openalex.org/I58610484"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032068969","display_name":"Michael D. Ernst","orcid":"https://orcid.org/0000-0001-9379-277X"},"institutions":[{"id":"https://openalex.org/I58610484","display_name":"Seattle University","ror":"https://ror.org/02jqc0m91","country_code":"US","type":"education","lineage":["https://openalex.org/I58610484"]},{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael D. Ernst","raw_affiliation_strings":["University of Washington, Seattle, WA, 98195, USA","University of Washington, Seattle, USA 98195"],"affiliations":[{"raw_affiliation_string":"University of Washington, Seattle, WA, 98195, USA","institution_ids":["https://openalex.org/I201448701"]},{"raw_affiliation_string":"University of Washington, Seattle, USA 98195","institution_ids":["https://openalex.org/I201448701","https://openalex.org/I58610484"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102099238"],"corresponding_institution_ids":["https://openalex.org/I204250578"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":39.5157,"has_fulltext":false,"cited_by_count":138,"citation_normalized_percentile":{"value":0.99738491,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":100},"biblio":{"volume":"21","issue":"2","first_page":"169","last_page":"190"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998000264167786,"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":0.9998000264167786,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.994700014591217,"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/computer-science","display_name":"Computer science","score":0.8624647855758667},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7277124524116516},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5887041687965393},{"id":"https://openalex.org/keywords/very-large-database","display_name":"Very large database","score":0.5041295289993286},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.478809654712677},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.45107924938201904},{"id":"https://openalex.org/keywords/fault-tolerance","display_name":"Fault tolerance","score":0.43815261125564575},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.43783923983573914},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4244213104248047},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37923896312713623},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3436451852321625}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8624647855758667},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7277124524116516},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5887041687965393},{"id":"https://openalex.org/C23549232","wikidata":"https://www.wikidata.org/wiki/Q3556311","display_name":"Very large database","level":2,"score":0.5041295289993286},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.478809654712677},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.45107924938201904},{"id":"https://openalex.org/C63540848","wikidata":"https://www.wikidata.org/wiki/Q3140932","display_name":"Fault tolerance","level":2,"score":0.43815261125564575},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.43783923983573914},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4244213104248047},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37923896312713623},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3436451852321625},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s00778-012-0269-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00778-012-0269-7","pdf_url":null,"source":{"id":"https://openalex.org/S78926909","display_name":"The VLDB Journal","issn_l":"0949-877X","issn":["0949-877X","1066-8888"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The VLDB Journal","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.259.7755","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.259.7755","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.washington.edu/homes/magda/papers/bu-vldbj12.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.309.3641","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.309.3641","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://homes.cs.washington.edu/~mernst/pubs/haloop-vldb2012.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W200298483","https://openalex.org/W950821216","https://openalex.org/W1598064945","https://openalex.org/W1663866169","https://openalex.org/W1825077972","https://openalex.org/W1854214752","https://openalex.org/W1976860187","https://openalex.org/W1992419399","https://openalex.org/W1997020216","https://openalex.org/W2012095206","https://openalex.org/W2013344760","https://openalex.org/W2035543557","https://openalex.org/W2060280513","https://openalex.org/W2061901927","https://openalex.org/W2073904762","https://openalex.org/W2083541728","https://openalex.org/W2094469165","https://openalex.org/W2096125134","https://openalex.org/W2098935637","https://openalex.org/W2100830825","https://openalex.org/W2112013978","https://openalex.org/W2114303224","https://openalex.org/W2119400430","https://openalex.org/W2125775320","https://openalex.org/W2131314981","https://openalex.org/W2131975293","https://openalex.org/W2132063146","https://openalex.org/W2138621811","https://openalex.org/W2151930506","https://openalex.org/W2155909634","https://openalex.org/W2160039748","https://openalex.org/W2170616854","https://openalex.org/W2171668176","https://openalex.org/W2173213060","https://openalex.org/W2189465200","https://openalex.org/W2406836379","https://openalex.org/W2607967384","https://openalex.org/W2912802084","https://openalex.org/W3128285573","https://openalex.org/W4239429564","https://openalex.org/W4255738146"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W1504699686","https://openalex.org/W2064279841","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W2110295473","https://openalex.org/W1590307681","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":14},{"year":2017,"cited_by_count":13},{"year":2016,"cited_by_count":23},{"year":2015,"cited_by_count":14},{"year":2014,"cited_by_count":23},{"year":2013,"cited_by_count":13},{"year":2012,"cited_by_count":4}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}