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In order to verify the effectiveness and efficiency of the proposed approach, the assessment using Cost-Performance ratio has been done for several competitive benchmark databases and the proposed one. As a result, our proposed approach outperforms the other databases and fulfills secondary index function with fast query in NoSQL database. Moreover, according to the cross-sectional analysis, the proposed combination of HBase and Solr database is capable of performing an excellent query\/response in a big data environment.<\/jats:p>","DOI":"10.1155\/2015\/560714","type":"journal-article","created":{"date-parts":[[2015,8,13]],"date-time":"2015-08-13T17:03:19Z","timestamp":1439485399000},"page":"1-10","source":"Crossref","is-referenced-by-count":3,"title":["Implementation of Secondary Index on Cloud Computing NoSQL Database in Big Data Environment"],"prefix":"10.1155","volume":"2015","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0952-3591","authenticated-orcid":true,"given":"Bao Rong","family":"Chang","sequence":"first","affiliation":[{"name":"Department of Computer Science and Information Engineering, National University of Kaohsiung, Kaohsiung 81148, Taiwan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hsiu-Fen","family":"Tsai","sequence":"additional","affiliation":[{"name":"Department of Marketing Management, Shu-Te University, Kaohsiung 82445, Taiwan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9856-7301","authenticated-orcid":true,"given":"Chia-Yen","family":"Chen","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Information Engineering, National University of Kaohsiung, Kaohsiung 81148, Taiwan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0246-287X","authenticated-orcid":true,"given":"Chien-Feng","family":"Huang","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Information Engineering, National University of Kaohsiung, Kaohsiung 81148, Taiwan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hung-Ta","family":"Hsu","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Information Engineering, National University of Kaohsiung, Kaohsiung 81148, Taiwan"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1038\/455047a"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1145\/1536616.1536632"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1145\/1978915.1978919"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1108\/17440081311316398"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1108\/ec-11-2012-0295"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1016\/j.reseneeco.2007.03.003"},{"issue":"16","key":"7","first-page":"5956","volume":"7","year":"2011","journal-title":"Journal of Computational Information Systems"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.6138\/jit.2013.14.7.13"},{"issue":"1","key":"9","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1145\/1740390.1740405","volume":"44","year":"2010","journal-title":"ACM SIGOPS Operating Systems Review"},{"year":"2009","key":"10"},{"year":"2012","key":"11"},{"year":"2012","key":"12"},{"issue":"2","key":"13","first-page":"116","volume":"16","year":"2012","journal-title":"Informatica Economica"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1145\/1327452.1327492"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.1089\/big.2013.0011"},{"year":"2013","key":"16"},{"year":"2014","key":"17"},{"issue":"4","key":"18","first-page":"614","volume":"5","year":"2014","journal-title":"Journal of Information Hiding and Multimedia Signal Processing"},{"issue":"3","key":"19","first-page":"192","volume":"4","year":"2013","journal-title":"Journal of Information Hiding and Multimedia Signal Processing"}],"container-title":["Scientific Programming"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/sp\/2015\/560714.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/sp\/2015\/560714.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/sp\/2015\/560714.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,23]],"date-time":"2017-06-23T13:37:00Z","timestamp":1498225020000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.hindawi.com\/journals\/sp\/2015\/560714\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"references-count":19,"alternative-id":["560714","560714"],"URL":"https:\/\/doi.org\/10.1155\/2015\/560714","relation":{},"ISSN":["1058-9244","1875-919X"],"issn-type":[{"type":"print","value":"1058-9244"},{"type":"electronic","value":"1875-919X"}],"subject":[],"published":{"date-parts":[[2015]]}}}