Document worth reading: “Declarative Data Analytics: a Survey”

The house of declarative information analytics explores the equipment of the declarative paradigm on information science and machine learning. It proposes declarative languages for expressing information analysis duties and develops methods which optimize packages written in these languages. The execution engine shall be each centralized or distributed, as a result of the declarative paradigm advocates independence from express bodily implementations. The survey explores a extensive choice of declarative information analysis frameworks by inspecting every the programming model and the optimization strategies used, as a option to current conclusions on the current cutting-edge inside the house and decide open challenges. Declarative Data Analytics: a Survey