{"id":"https://openalex.org/W2096092966","doi":"https://doi.org/10.1145/1807128.1807139","title":"Comet","display_name":"Comet","publication_year":2010,"publication_date":"2010-06-10","ids":{"openalex":"https://openalex.org/W2096092966","doi":"https://doi.org/10.1145/1807128.1807139","mag":"2096092966"},"language":"en","primary_location":{"id":"doi:10.1145/1807128.1807139","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1807128.1807139","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st ACM symposium on Cloud computing","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/A5039946576","display_name":"Bingsheng He","orcid":"https://orcid.org/0000-0001-8618-4581"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bingsheng He","raw_affiliation_strings":["Microsoft Research Asia, Beijing, China","Microsoft research Asia, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]},{"raw_affiliation_string":"Microsoft research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100438310","display_name":"Mao Yang","orcid":"https://orcid.org/0009-0009-6455-3898"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mao Yang","raw_affiliation_strings":["Microsoft Research Asia, Beijing, China","Microsoft research Asia, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]},{"raw_affiliation_string":"Microsoft research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103172890","display_name":"Zhenyu Guo","orcid":"https://orcid.org/0000-0002-0644-3596"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenyu Guo","raw_affiliation_strings":["Microsoft Research Asia, Beijing, China","Microsoft research Asia, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]},{"raw_affiliation_string":"Microsoft research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053239449","display_name":"Rishan Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I49496784","display_name":"Beijing City University","ror":"https://ror.org/01jfjwr55","country_code":"CN","type":"education","lineage":["https://openalex.org/I49496784"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rishan Chen","raw_affiliation_strings":["Beijing University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing University, Beijing, China","institution_ids":["https://openalex.org/I49496784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101457606","display_name":"Bing Su","orcid":"https://orcid.org/0000-0002-1359-2979"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing Su","raw_affiliation_strings":["Microsoft Research Asia, Beijing, China","Microsoft research Asia, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]},{"raw_affiliation_string":"Microsoft research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100636012","display_name":"Wei Lin","orcid":"https://orcid.org/0000-0002-3003-0150"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Lin","raw_affiliation_strings":["Microsoft Research Asia, Beijing, China","Microsoft research Asia, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]},{"raw_affiliation_string":"Microsoft research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037359171","display_name":"Lidong Zhou","orcid":"https://orcid.org/0000-0002-7258-3116"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lidong Zhou","raw_affiliation_strings":["Microsoft Research Asia, Beijing, China","Microsoft research Asia, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]},{"raw_affiliation_string":"Microsoft research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5039946576"],"corresponding_institution_ids":["https://openalex.org/I4210113369"],"apc_list":null,"apc_paid":null,"fwci":16.7377,"has_fulltext":false,"cited_by_count":143,"citation_normalized_percentile":{"value":0.99393313,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"63","last_page":"74"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9997000098228455,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9997000098228455,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9991999864578247,"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/T11106","display_name":"Data Management and Algorithms","score":0.9986000061035156,"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/comet","display_name":"Comet","score":0.7729618549346924},{"id":"https://openalex.org/keywords/astrobiology","display_name":"Astrobiology","score":0.45861366391181946},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43290606141090393},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08230167627334595}],"concepts":[{"id":"https://openalex.org/C94081185","wikidata":"https://www.wikidata.org/wiki/Q3559","display_name":"Comet","level":2,"score":0.7729618549346924},{"id":"https://openalex.org/C87355193","wikidata":"https://www.wikidata.org/wiki/Q411","display_name":"Astrobiology","level":1,"score":0.45861366391181946},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43290606141090393},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08230167627334595}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1807128.1807139","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1807128.1807139","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st ACM symposium on Cloud computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1493893823","https://openalex.org/W1582870960","https://openalex.org/W1923049033","https://openalex.org/W1997020216","https://openalex.org/W2001474264","https://openalex.org/W2002110561","https://openalex.org/W2051716170","https://openalex.org/W2058978608","https://openalex.org/W2080427212","https://openalex.org/W2097432384","https://openalex.org/W2098416578","https://openalex.org/W2098935637","https://openalex.org/W2100830825","https://openalex.org/W2106105896","https://openalex.org/W2112312025","https://openalex.org/W2116476518","https://openalex.org/W2119400430","https://openalex.org/W2119565742","https://openalex.org/W2119714163","https://openalex.org/W2122816893","https://openalex.org/W2123107958","https://openalex.org/W2125759315","https://openalex.org/W2129055634","https://openalex.org/W2132461362","https://openalex.org/W2153329411","https://openalex.org/W2158237121","https://openalex.org/W2166562437","https://openalex.org/W2171922437","https://openalex.org/W2173213060","https://openalex.org/W2206204485","https://openalex.org/W2325507490","https://openalex.org/W2398660820","https://openalex.org/W2964160710","https://openalex.org/W2986746185","https://openalex.org/W4232534713","https://openalex.org/W4239429564","https://openalex.org/W6640068286","https://openalex.org/W6678120442","https://openalex.org/W6688217013"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2061245293","https://openalex.org/W3049149308","https://openalex.org/W3036339064","https://openalex.org/W3132686465","https://openalex.org/W3080418168","https://openalex.org/W3031501629","https://openalex.org/W2985497073","https://openalex.org/W3017696152"],"abstract_inverted_index":{"Batched":[0],"stream":[1,66],"processing":[2,8,53,59,67],"is":[3,22],"a":[4,29,32,39,50,57,87,92,109],"new":[5],"distributed":[6],"data":[7,18],"paradigm":[9],"that":[10,45,63,83],"models":[11],"recurring":[12],"batch":[13,52],"computations":[14],"on":[15,28,91],"incrementally":[16],"bulk-appended":[17],"streams.":[19],"The":[20],"model":[21],"inspired":[23],"by":[24],"our":[25,103,118],"empirical":[26],"study":[27],"trace":[30,112],"from":[31],"large-scale":[33],"production":[34,111],"data-processing":[35],"cluster;":[36],"it":[37],"allows":[38],"set":[40],"of":[41,81,99,125],"effective":[42],"query":[43,58],"optimizations":[44,82],"are":[46],"not":[47],"possible":[48],"in":[49],"traditional":[51],"model.We":[54],"have":[55],"developed":[56],"system":[60,89],"called":[61],"Comet":[62,84],"embraces":[64],"batched":[65],"and":[68],"integrates":[69],"with":[70],"DryadLINQ.":[71],"We":[72],"used":[73],"two":[74],"complementary":[75],"methods":[76],"to":[77,108],"evaluate":[78],"the":[79],"effectiveness":[80],"enables.":[85],"First,":[86],"prototype":[88],"deployed":[90],"40-node":[93],"cluster":[94],"shows":[95,120],"an":[96,121],"I/O":[97,123],"reduction":[98],"over":[100,114,126],"40%":[101],"using":[102],"benchmark.":[104],"Second,":[105],"when":[106],"applied":[107],"real":[110],"covering":[113],"19":[115],"million":[116],"machine-hours,":[117],"simulator":[119],"estimated":[122],"saving":[124],"50%.":[127]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":14},{"year":2018,"cited_by_count":11},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":21},{"year":2015,"cited_by_count":14},{"year":2014,"cited_by_count":14},{"year":2013,"cited_by_count":18},{"year":2012,"cited_by_count":15}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}
