Nowadays, it becomes crucial to researchers to launch simulations and running scripts to evaluate and test their models and algorithms on computer platforms. However, finding effective online tools to facilitate research reproducibility for big data is a real challenge. In this paper, we describe a new online “paper oriented” social media platform called Exec&Share. Exec&Share allows an open dissemination and reproducibility of research findings. The platform is well-appointed with a new Distributed Processing Framework for Big Data in such a way to allow testing and demonstrating massive data and computation-based research such as multimedia processing.