{"id":"https://openalex.org/W2885610719","doi":"https://doi.org/10.5220/0006861802940301","title":"BRAID - A Hybrid Processing Architecture for Big Data","display_name":"BRAID - A Hybrid Processing Architecture for Big Data","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2885610719","doi":"https://doi.org/10.5220/0006861802940301","mag":"2885610719"},"language":"en","primary_location":{"id":"doi:10.5220/0006861802940301","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006861802940301","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Conference on Data Science, Technology and Applications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0006861802940301","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048485295","display_name":"Corinna Giebler","orcid":"https://orcid.org/0000-0002-5726-0685"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Corinna Giebler","raw_affiliation_strings":["Institute for Parallel and Distributed Systems, University of Stuttgart, Universit\u00e4tsstra\u00dfe 38, D-70569 Stuttgart and Germany, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Parallel and Distributed Systems, University of Stuttgart, Universit\u00e4tsstra\u00dfe 38, D-70569 Stuttgart and Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089733978","display_name":"Christoph Stach","orcid":"https://orcid.org/0000-0003-3795-7909"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christoph Stach","raw_affiliation_strings":["Institute for Parallel and Distributed Systems, University of Stuttgart, Universit\u00e4tsstra\u00dfe 38, D-70569 Stuttgart and Germany, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Parallel and Distributed Systems, University of Stuttgart, Universit\u00e4tsstra\u00dfe 38, D-70569 Stuttgart and Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048962966","display_name":"Holger Schwarz","orcid":"https://orcid.org/0000-0001-7085-2813"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Holger Schwarz","raw_affiliation_strings":["Institute for Parallel and Distributed Systems, University of Stuttgart, Universit\u00e4tsstra\u00dfe 38, D-70569 Stuttgart and Germany, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Parallel and Distributed Systems, University of Stuttgart, Universit\u00e4tsstra\u00dfe 38, D-70569 Stuttgart and Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062152793","display_name":"Bernhard Mitschang","orcid":"https://orcid.org/0000-0003-0809-9159"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bernhard Mitschang","raw_affiliation_strings":["Institute for Parallel and Distributed Systems, University of Stuttgart, Universit\u00e4tsstra\u00dfe 38, D-70569 Stuttgart and Germany, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Parallel and Distributed Systems, University of Stuttgart, Universit\u00e4tsstra\u00dfe 38, D-70569 Stuttgart and Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I100066346"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.2905,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.93674284,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9983000159263611,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.6816986203193665},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.6282156705856323},{"id":"https://openalex.org/keywords/braid","display_name":"Braid","score":0.5851426124572754},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.4429188668727875},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.44187432527542114},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.15923309326171875},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.0686628520488739}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6816986203193665},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.6282156705856323},{"id":"https://openalex.org/C124194741","wikidata":"https://www.wikidata.org/wiki/Q320809","display_name":"Braid","level":2,"score":0.5851426124572754},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.4429188668727875},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.44187432527542114},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.15923309326171875},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0686628520488739},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0006861802940301","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006861802940301","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Conference on Data Science, Technology and Applications","raw_type":"proceedings-article"},{"id":"pmh:oai:informatik.uni-stuttgart.de:INPROC-2018-14","is_oa":false,"landing_page_url":"http://www2.informatik.uni-stuttgart.de/cgi-bin/NCSTRL/NCSTRL_view.pl?id=INPROC-2018-14&engl=1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401306","display_name":"Fachbereich Informatik (University of Stuttgart)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I100066346","host_organization_name":"University of Stuttgart","host_organization_lineage":["https://openalex.org/I100066346"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"\\n            In: Proceedings of the 7th International Conference on Data Science,\\n            Technology and Applications (DATA 2018), pp. 1-8\\n          ","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.5220/0006861802940301","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006861802940301","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Conference on Data Science, Technology and Applications","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W148076032","https://openalex.org/W1635892993","https://openalex.org/W1981420413","https://openalex.org/W2068714596","https://openalex.org/W2070225064","https://openalex.org/W2105947650","https://openalex.org/W2119738171","https://openalex.org/W2149576945","https://openalex.org/W2154148713","https://openalex.org/W2173213060","https://openalex.org/W2189465200","https://openalex.org/W2292173672","https://openalex.org/W2566712162","https://openalex.org/W2767749111","https://openalex.org/W2896020322"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W1983695032","https://openalex.org/W1978622242","https://openalex.org/W3021719692","https://openalex.org/W3200673678","https://openalex.org/W4234871603","https://openalex.org/W2527628754","https://openalex.org/W2418687552","https://openalex.org/W3119071194","https://openalex.org/W2038503502"],"abstract_inverted_index":{"\\n":[0],"The":[1],"Internet":[2],"of":[3,14,23,60,81,90,94,108,118,130,161],"Things":[4],"is":[5],"applied":[6],"in":[7,111],"many":[8],"domains":[9],"and":[10,48,73,164,175],"collects":[11],"vast\\n":[12],"amounts":[13],"data.":[15,61,86,120],"This":[16,179],"data":[17,50,68,83,163,166],"provides":[18],"access":[19,39],"to":[20,40,104,113,126,141,181],"a":[21,54,91,106,115,147,188],"lot":[22,107],"knowledge\\n":[24],"when":[25],"analyzed":[26],"comprehensively.":[27],"However,":[28,87],"advanced":[29],"analysis":[30,117],"techniques\\n":[31],"such":[32],"as":[33,53],"predictive":[34],"or":[35,134],"prescriptive":[36],"analytics":[37],"require":[38],"both,\\n":[41],"history":[42,82],"data,":[43,47,154],"i.e.,":[44],"long-term":[45],"persisted":[46],"real-time":[49,85,165],"as\\n":[51],"well":[52],"joint":[55],"view":[56],"on":[57],"both":[58,131],"types":[59],"State-of-the-art":[62],"hybrid\\n":[63],"processing":[64,80,97,139,150,160],"architectures":[65],"for":[66],"big":[67,153],"-":[69,77],"namely,":[70],"the":[71,79,95,101,119,123,128,142,159,176],"Lambda":[72],"the\\n":[74,172],"Kappa":[75],"Architecture":[76],"support":[78],"and\\n":[84],"they":[88],"lack":[89],"tight":[92],"coupling":[93],"two\\n":[96],"modes.":[98],"That":[99],"is,":[100],"user":[102,124],"has":[103,125],"do":[105],"work":[109],"manually\\n":[110],"order":[112],"enable":[114],"comprehensive":[116,184],"For\\n":[121],"instance,":[122],"combine":[127],"results":[129],"processing\\n":[132],"modes":[133],"apply":[135],"knowledge":[136],"from":[137],"one":[138],"mode":[140],"other.\\n":[143],"Therefore,":[144],"we":[145],"introduce":[146],"novel":[148],"hybrid":[149],"architecture":[151],"for\\n":[152],"called":[155],"BRAID.":[156],"BRAID":[157],"intertwines":[158],"history\\n":[162],"by":[167],"adding":[168],"communication":[169],"channels":[170],"between":[171],"batch":[173],"engine":[174],"stream":[177],"engine.":[178],"enables":[180],"carry":[182],"out\\n":[183],"analyses":[185],"automatically":[186],"at":[187],"reasonable":[189],"overhead.\\n":[190]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}