Today, innovative approaches, such as Hadoop, Spark, NoSQL, and NewSQL, are being used in addition to more established technologies, such as the mainframe, and relational and MultiValue database systems. In addition, artificial intelligence and machine learning capabilities are some of the newer approaches being introduced in products. Cloud solutions are working alongside on-premises platforms, and the range of open source technologies is growing. Software-defined data centers are being deployed to augment hardware-based approaches. Newer interfaces help bridge the gap for business users and reduce friction between modern big data technologies and the BI tools they are accustomed to working with. To help bring these resources to light, each year, Database Trends and Applications magazine looks for offerings that promise to help organizations derive greater benefit from their data, make better decisions, work more efficiently, achieve greater security, and address emerging challenges. In total, this list of forward-looking products helps illuminate the path on which the data management market is headed. On the following pages, we present DBTA’s list of Trend-Setting Products for 2018. The complete article can be found here.