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Big data concept which scale for amount data, that generated from several data sources through captured data process produced large dataset from multiple domains; cloud platforms provide the scalability and availability to carrying on volume, management and analytics data. Software concept in big data regard to cloud deployment involve three main layers are data layers (sources data), data aggregation, and analytics layer. In this research we proposed development references architecture which indicates the processes through life data cycle, cloud (SaaS, PaaS, and IaaS), and analytics layer. The preprocess and acquisition process drive interlinking among layers and provide the validate process.