Starting from the combination of two emerging research areas, namely OLAP-based big data analytics tools and Cloud infrastructures, this paper focuses the attention on so-called scalable OLAP-based big data analytics tools, by providing literature overview and two state-of-the-art research contributions of recent years. Acting as fundamental components, these solutions are likely to be integrated in larger OLAP-based big data analytics tools of the future.