04 Vidya Venugopal Ever Changing Data Model Schema Management For The Future скачать в хорошем качестве

04 Vidya Venugopal Ever Changing Data Model Schema Management For The Future

Ever changing data model - Schema management for the future Schema means different things, depending upon your role in IT. If you are a data analyst, schema relates to tables, or it means REST API Specification for a web developer, or Schema registry if you are using streaming technologies like Kafka. Regardless, Schemas ensure data quality, it helps introduce a contract between parties who want to share data between each other be it developers or applications. In the beginning of the talk, let's compare how schema management has evolved over a period of time. How contracts are established using schemas, how it ensures data quality, how it helps you manage changes within or between organisations. Further, lets particularly focus on Event Streaming.How changes can be managed in the world of fast moving data. Every event in your organisation needs a specification, It is as important as defining a REST API Spec or a Table schema. How to seamlessly manage these changes between your consumers and producers ? And what are the technology options we have?