The volume, variety, and velocity BigData made Cloud and computing frameworks such as Hadoop and Spark indispensible for fast and robust data analysis and management. In verim, we are working on security and privacy of shared data in the Cloud, parallel and distributed BigData analysis, novel and specialized work-flow approaches, and cost optimization for Cloud computing expenses without detoriating the performance.