⊿ Point. {R} Glossary. ◢ Keyword: S. ▰ Sources. 〓 Books [B] ◥ University. {q} PhD. ⏫ THEMES. ⏫ Big Data. [B] Big Data. ⚫ USA. ↂ EndNote. ☝️ BD Dummies. Streaming Data. Data that is continuously generated by different sources Streaming data is data that is continuously generated by different sources. Such data should be processed incrementally using stream processing techniques without having access to all of the data. In addition, it should be considered that concept drift may happen in the data which means that the properties of the stream may change over time.
It is usually used in the context of big data in which it is generated by many different sources at high speed.[1] Characteristics and consequences [edit] In digital innovation management theories, five characteristics of digital innovative technologies are mentioned; homogenization and decoupling, modularity, connectivity, digital traces and programmability.
Now, firstly homogenization and decoupling. Data streaming is also modular, because systems components may be separated and recombined mainly for flexibility and variety. Impacted industries Federal Standard 1037C data stream.