作者
Marcos D Assunção, Rodrigo N Calheiros, Silvia Bianchi, Marco AS Netto, Rajkumar Buyya
发表日期
2015/5/1
期刊
Journal of parallel and distributed computing
卷号
79
页码范围
3-15
出版商
Academic Press
简介
This paper discusses approaches and environments for carrying out analytics on Clouds for Big Data applications. It revolves around four important areas of analytics and Big Data, namely (i) data management and supporting architectures; (ii) model development and scoring; (iii) visualisation and user interaction; and (iv) business models. Through a detailed survey, we identify possible gaps in technology and provide recommendations for the research community on future directions on Cloud-supported Big Data computing and analytics solutions.
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