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There is, however, a lack of understanding of how and why Big Data architectures vary in different domains and how the Big Data architecture strategy in one domain may possibly advance other domains. Therefore, this paper surveys and compares the Big Data architectures in different application domains. It also chooses a representative architecture of each researched application domain to indicate which Big Data architecture from a given domain the researchers and practitioners may possibly start from. Next, a pairwise cross-domain comparison among the Big Data architectures is presented to outline the similarities and differences between the domain-specific architectures. Finally, the paper provides a set of practical guidelines for Big Data researchers and practitioners to build and improve Big Data architectures based on the knowledge gathered in this study.<\/jats:p>","DOI":"10.1142\/s0218843020300016","type":"journal-article","created":{"date-parts":[[2020,9,3]],"date-time":"2020-09-03T15:34:47Z","timestamp":1599147287000},"page":"2030001","source":"Crossref","is-referenced-by-count":2,"title":["A Cross-Domain Comparative Study of Big Data Architectures"],"prefix":"10.1142","volume":"29","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9655-9228","authenticated-orcid":false,"given":"Martin","family":"Macak","sequence":"first","affiliation":[{"name":"Institute of Computer Science, Masaryk University, Sumavska 15, 602 00 Brno, Czech Republic"},{"name":"Faculty of Informatics, Masaryk University, Botanicka 68a, 602 00 Brno, Czech Republic"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mouzhi","family":"Ge","sequence":"additional","affiliation":[{"name":"Institute of Computer Science, Masaryk University, Sumavska 15, 602 00 Brno, Czech Republic"},{"name":"Faculty of Informatics, Masaryk University, Botanicka 68a, 602 00 Brno, Czech Republic"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Barbora","family":"Buhnova","sequence":"additional","affiliation":[{"name":"Institute of Computer Science, Masaryk University, Sumavska 15, 602 00 Brno, Czech Republic"},{"name":"Faculty of Informatics, Masaryk University, Botanicka 68a, 602 00 Brno, Czech Republic"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2020,10,28]]},"reference":[{"volume-title":"Engineering Systems Monograph","year":"2004","author":"Crawley E.","key":"S0218843020300016BIB001"},{"key":"S0218843020300016BIB002","doi-asserted-by":"crossref","first-page":"601","DOI":"10.1016\/j.future.2018.04.053","volume":"87","author":"Ge M.","year":"2018","journal-title":"Future Gener. 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