{"id":1400,"date":"2022-02-25T10:54:29","date_gmt":"2022-02-25T10:54:29","guid":{"rendered":"http:\/\/www.igfasouza.com\/blog\/?p=1400"},"modified":"2022-02-25T10:54:29","modified_gmt":"2022-02-25T10:54:29","slug":"so-wheres-the-difference-between-all-these-streams","status":"publish","type":"post","link":"http:\/\/www.igfasouza.com\/blog\/so-wheres-the-difference-between-all-these-streams\/","title":{"rendered":"So where\u2019s the difference between all these streams?"},"content":{"rendered":"

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How heya?<\/b><\/p>\n

What are the differences between Data Streams, Java Streams, Reactive Streams, Kafka Streams, Spark Streams, and several others Streams?<\/p>\n

The term stream does not really say much. A stream is simply a sequence of data elements made available over time. So the word stream does not imply any technical details, just that there is data and we can use it over time. It is a generic term that applies to Java Streams, Observables, and even Iterators. This blog might help to clarify your understanding of what the fuss is about.<\/p>\n

Let’s check one by one;<\/p>\n

Data Streams<\/h2>\n

Data streaming is the ongoing transfer of data at a high rate of speed. Most data streams are continuously collecting data from thousands of data sources, and typically send large clusters of smaller-sized data records simultaneously.<\/p>\n

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\nPicture 1: Data Streams<\/small><\/p>\n