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Although various colour transformations have been introduced and investigated in the past two decades, the process of determining the best colour scheme in a reasonable time remains an open challenge. For instance, the overhead time (i.e. to determine a suitable colour transformation) of the traditional colour selector mechanism can take up to 50% of the actual compression time. To avoid such high overhead, usually, one pre-specified transformation is applied regardless of the nature of the image and\/or correlation of the colour components. We propose a robust selection mechanism capable of reducing the overhead time to 20% of the actual compression time. It is postulated that implementing the proposed selection mechanism within the actual compression scheme such as JPEG-LS can further reduce the overhead time to 10%. In addition, the proposed scheme can also be extended to facilitate network-based compression\u2013decompression mechanism over distributed systems. <\/jats:p>","DOI":"10.1177\/15501329221083168","type":"journal-article","created":{"date-parts":[[2022,3,31]],"date-time":"2022-03-31T05:48:43Z","timestamp":1648705723000},"page":"155013292210831","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":6,"title":["A content awareness module for predictive lossless image compression to achieve high throughput data sharing over the network storage"],"prefix":"10.1177","volume":"18","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0157-129X","authenticated-orcid":false,"given":"Asif","family":"Rajput","sequence":"first","affiliation":[{"name":"Center of Excellence in Robotics, Artificial Intelligence and Blockchain (CRAIB), Sukkur IBA University, Sukkur, Pakistan"},{"name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt (DLR), Berlin, Germany"},{"name":"Faculty of Information Technology, Beijing University of Technology, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jianqiang","family":"Li","sequence":"additional","affiliation":[{"name":"Faculty of Information Technology, Beijing University of Technology, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6755-1972","authenticated-orcid":false,"given":"Faheem","family":"Akhtar","sequence":"additional","affiliation":[{"name":"Faculty of Information Technology, Beijing University of Technology, Beijing, China"},{"name":"Department of Computer Science, Sukkur IBA University, Sukkur, Pakistan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zahid","family":"Hussain Khand","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Sukkur IBA University, Sukkur, Pakistan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jason C","family":"Hung","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Information Engineering, National Taichung University of Science and Technology, Taichung City"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yan","family":"Pei","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, The University of Aizu, Aizuwakamatsu, Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anko","family":"B\u00f6rner","sequence":"additional","affiliation":[{"name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt (DLR), Berlin, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2022,3,30]]},"reference":[{"key":"bibr1-15501329221083168","unstructured":"ISO\/IEC 15444-1 and ITU-T 800. 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