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Hence, the study of big data compression is valuable in the field of sensors. A problem is how to compress the long-stream data efficiently with the finite memory of a sensor. To maintain the performance, traditional techniques of compression have to treat the data streams on a small and incompetent scale, which will reduce the compression ratio. To solve this problem, this paper proposes a block-split coding algorithm named \u201cCZ-Array algorithm,\u201d and implements it in the shareware named \u201cComZip.\u201d CZ-Array can use a relatively small data window to cover a configurable large scale, which benefits the compression ratio. It is fast with the time complexity O(<mml:math xmlns:mml=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" id=\"M1\"><mml:mi>N<\/mml:mi><\/mml:math>) and fits the big data compression. The experiment results indicate that ComZip with CZ-Array can obtain a better compression ratio than gzip, lz4, bzip2, and p7zip in the multiple stream data compression, and it also has a competent speed among these general data compression software. Besides, CZ-Array is concise and fits the hardware parallel implementation of sensors.<\/jats:p>","DOI":"10.1155\/2020\/5726527","type":"journal-article","created":{"date-parts":[[2020,2,18]],"date-time":"2020-02-18T18:31:40Z","timestamp":1582050700000},"page":"1-22","source":"Crossref","is-referenced-by-count":3,"title":["Block-Split Array Coding Algorithm for Long-Stream Data Compression"],"prefix":"10.1155","volume":"2020","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3763-458X","authenticated-orcid":true,"given":"Qin","family":"Jiancheng","sequence":"first","affiliation":[{"name":"School of Electronic and Information Engineering, South China University of Technology, Guangdong, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5631-6413","authenticated-orcid":true,"given":"Lu","family":"Yiqin","sequence":"additional","affiliation":[{"name":"School of Electronic and Information Engineering, South China University of Technology, Guangdong, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4943-8356","authenticated-orcid":true,"given":"Zhong","family":"Yu","sequence":"additional","affiliation":[{"name":"Zhaoqing Branch, China Telecom Co., Ltd., Guangdong, China"},{"name":"School of Software, South China University of Technology, Guangdong, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1155\/2017\/2837970"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1155\/2016\/1250538"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1016\/S1005-8885(10)60037-4"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1155\/2017\/4209397"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/6908760"},{"issue":"3","key":"7","doi-asserted-by":"crossref","first-page":"256","DOI":"10.1145\/290159.290162","volume":"16","year":"1998","journal-title":"ACM Transactions on Information Systems"},{"key":"8","year":"1994"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1145\/5684.5688"},{"key":"12","year":"2015"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1155\/2016\/3184840"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1049\/el:19900310"},{"issue":"9","key":"15","first-page":"737","volume":"14","year":"1999","journal-title":"Signal Processing: Image Communication"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1587\/elex.14.20170399"},{"key":"19","doi-asserted-by":"publisher","DOI":"10.1002\/cpe.4283"},{"key":"21","doi-asserted-by":"publisher","DOI":"10.1145\/2517327.2442536"}],"container-title":["Journal of Sensors"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/js\/2020\/5726527.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/js\/2020\/5726527.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/js\/2020\/5726527.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,2,18]],"date-time":"2020-02-18T18:31:47Z","timestamp":1582050707000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/js\/2020\/5726527\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,2,18]]},"references-count":15,"alternative-id":["5726527","5726527"],"URL":"https:\/\/doi.org\/10.1155\/2020\/5726527","relation":{},"ISSN":["1687-725X","1687-7268"],"issn-type":[{"value":"1687-725X","type":"print"},{"value":"1687-7268","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,2,18]]}}}