Notes about Cutting-Edge Technologies and Everything

Solutions Review’s Data Integration Tools Vendors to Watch is an annual listing of solution providers we believe are worth monitoring. Companies are commonly included if they demonstrate a product roadmap aligning with our meta-analysis of the marketplace. Other criteria include recent and significant funding, talent acquisition, a disruptive or innovative new technology or product, or inclusion in a major analyst publication. Data integration tools vendors are increasingly being disrupted by cloud connectivity, self-service, and the encroachment of data management functionality. As data volumes grow, we expect to see a continued push by providers in this space to adopt core capabilities of horizontal technology sectors. Organizations are keen on adopting these changes as well, and continue to allocate resources toward the providers that can not only connect data lakes and Hadoop to their analytic frameworks, but cleanse, prepare, and govern data. The next generation of tools will offe...

This quarter: Investments - record breaking third quarter for investments in data & analytics companies. M&A - The Hadoop market consolidates quickly and data science/AI companies add portfolio capabilities by acquisition. B2B software brand Idera has bought WhereScape. WhereScape develops and markets automation software for modern Data Warehouses deployed in in the cloud or on premise. Idera, a parent company for several database, development, and testing software companies announced to integrate WhereScape in their Database Tools unit. Other software providers in the same Idera unit are AquaFold featuring an IDE for visual database queries and Webyog featuring MySQL monitoring and management tools. With the acquisition of WhereScape, Idera improves its capabilities for empowering data professionals regarding DevOps use cases in complex data environments. WhereScape was a very visible player in the Data & Analytics ecosystem. It will be interesting to watch whether Idera...

Gartner defines a data management solution for analytics (DMSA) as a complete software system that supports and manages data in one or many file management systems, most commonly a database or multiple databases. These management systems include specific optimization strategies designed for supporting analytical processing — including, but not limited to, relational processing, nonrelational processing (such as graph processing), and machine learning or programming languages such as Python or R. Data is not necessarily stored in a relational structure, and can use multiple data models — relational, XML, JavaScript Object Notation (JSON), key-value, graph, geospatial and others. Our definition also states that: A DMSA is a system for storing, accessing, processing and delivering data intended for one or more of the four primary use cases Gartner identifies that support analytics (see Note 1). A DMSA is not a specific class or type of technology; it is a use case. A DMSA ma...