{"id":"https://openalex.org/W2044221681","doi":"https://doi.org/10.1145/1779599.1779602","title":"Beyond online aggregation","display_name":"Beyond online aggregation","publication_year":2010,"publication_date":"2010-04-26","ids":{"openalex":"https://openalex.org/W2044221681","doi":"https://doi.org/10.1145/1779599.1779602","mag":"2044221681"},"language":"en","primary_location":{"id":"doi:10.1145/1779599.1779602","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1779599.1779602","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2010 Workshop on Massive Data Analytics on the Cloud","raw_type":"proceedings-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/A5001759233","display_name":"Joos-Hendrik B\u00f6se","orcid":null},"institutions":[{"id":"https://openalex.org/I1297971548","display_name":"International Computer Science Institute","ror":"https://ror.org/01ewh7m12","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1297971548"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Joos-Hendrik B\u00f6se","raw_affiliation_strings":["Intl. Comp. Sci. Institute, Berkeley"],"affiliations":[{"raw_affiliation_string":"Intl. Comp. Sci. Institute, Berkeley","institution_ids":["https://openalex.org/I1297971548"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054003032","display_name":"Artur Andrzejak","orcid":"https://orcid.org/0000-0003-0150-8220"},"institutions":[{"id":"https://openalex.org/I195893171","display_name":"Zuse Institute Berlin","ror":"https://ror.org/02eva5865","country_code":"DE","type":"facility","lineage":["https://openalex.org/I195893171"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Artur Andrzejak","raw_affiliation_strings":["Zuse Institute Berlin (ZIB), Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Zuse Institute Berlin (ZIB), Berlin, Germany","institution_ids":["https://openalex.org/I195893171"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042201975","display_name":"Mikael H\u00f6gqvist","orcid":null},"institutions":[{"id":"https://openalex.org/I195893171","display_name":"Zuse Institute Berlin","ror":"https://ror.org/02eva5865","country_code":"DE","type":"facility","lineage":["https://openalex.org/I195893171"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mikael H\u00f6gqvist","raw_affiliation_strings":["Zuse Institute Berlin (ZIB), Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Zuse Institute Berlin (ZIB), Berlin, Germany","institution_ids":["https://openalex.org/I195893171"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5001759233"],"corresponding_institution_ids":["https://openalex.org/I1297971548"],"apc_list":null,"apc_paid":null,"fwci":8.1188,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.97415367,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9945999979972839,"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/T11106","display_name":"Data Management and Algorithms","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.8628203868865967},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.8314316868782043},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.7122598886489868},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5471181273460388},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5444298386573792},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4486902356147766},{"id":"https://openalex.org/keywords/massively-parallel","display_name":"Massively parallel","score":0.44571802020072937},{"id":"https://openalex.org/keywords/map-reduce","display_name":"Map reduce","score":0.4193943738937378},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3476485013961792},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.33209311962127686},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24443131685256958},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.20226815342903137},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.17029592394828796}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8628203868865967},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.8314316868782043},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.7122598886489868},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5471181273460388},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5444298386573792},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4486902356147766},{"id":"https://openalex.org/C190475519","wikidata":"https://www.wikidata.org/wiki/Q544384","display_name":"Massively parallel","level":2,"score":0.44571802020072937},{"id":"https://openalex.org/C3019257732","wikidata":"https://www.wikidata.org/wiki/Q567759","display_name":"Map reduce","level":3,"score":0.4193943738937378},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3476485013961792},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.33209311962127686},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24443131685256958},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.20226815342903137},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.17029592394828796}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1779599.1779602","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1779599.1779602","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2010 Workshop on Massive Data Analytics on the Cloud","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7950407964","display_name":null,"funder_award_id":"FP6-034084 SELFMANFP6-033576 eXtreemOS","funder_id":"https://openalex.org/F4320334962","funder_display_name":"Sixth Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320334962","display_name":"Sixth Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1530595269","https://openalex.org/W1870625491","https://openalex.org/W2049631158","https://openalex.org/W2068714596","https://openalex.org/W2099395665","https://openalex.org/W2100830825","https://openalex.org/W2106753423","https://openalex.org/W2108271008","https://openalex.org/W2109722477","https://openalex.org/W2117990954","https://openalex.org/W2119714163","https://openalex.org/W2121990650","https://openalex.org/W2146635036","https://openalex.org/W2153192561","https://openalex.org/W2153834102","https://openalex.org/W2171488048","https://openalex.org/W2173213060","https://openalex.org/W2296677182","https://openalex.org/W2912802084"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W4394895745","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2908411463","https://openalex.org/W2608358066","https://openalex.org/W2763794325","https://openalex.org/W4392563410","https://openalex.org/W2942908007"],"abstract_inverted_index":{"There":[0],"are":[1],"only":[2],"few":[3],"data":[4,30,100],"mining":[5,27],"algorithms":[6,78],"that":[7,89],"work":[8],"in":[9,48],"a":[10,70],"massively":[11],"parallel":[12],"and":[13,32,68,102],"yet":[14],"online":[15,54],"(i.e.":[16],"incremental)":[17],"fashion.":[18],"A":[19],"combination":[20],"of":[21,28,38,56,76,98],"both":[22],"features":[23],"is":[24],"essential":[25],"for":[26,72],"large":[29,99],"streams":[31],"adds":[33],"scalability":[34],"to":[35,64],"the":[36,57,73,90],"concept":[37],"Online":[39],"Aggregation":[40],"introduced":[41],"by":[42],"J.":[43],"M.":[44],"Hellerstein":[45],"et":[46],"al.":[47],"1997.":[49],"We":[50],"show":[51],"how":[52],"an":[53],"version":[55],"Map-Reduce":[58,83],"programming":[59],"model":[60],"can":[61,93],"be":[62],"used":[63],"implement":[65],"such":[66],"algorithms,":[67],"propose":[69],"solution":[71],"hardest":[74],"class":[75],"these":[77],"-":[79],"those":[80],"requiring":[81],"multiple":[82],"phases.":[84],"An":[85],"experimental":[86],"evaluation":[87],"confirms":[88],"proposed":[91],"methods":[92],"substantially":[94],"accelerate":[95],"interactive":[96],"analysis":[97],"sets":[101],"facilitate":[103],"scalable":[104],"stream":[105],"mining.":[106]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}