"Turning the database inside out with Apache Samza" by Martin Kleppmann
Databases are global, shared, mutable state. That's the way it has been since the 1960s, and no amount of NoSQL has changed that. However, most self-respecting developers have got rid of mutable global variables in their code long ago. So why do we tolerate databases as they are? A more promising model, used in some systems, is to think of a database as an always-growing collection of immutable f
Real time insights into LinkedIn's performance using Apache Samza
Real time insights into LinkedIn's performance using Apache Samza It's not easy to quickly gather all the data that goes into a LinkedIn page view, particularly for something like our home page. LinkedIn benefits from a very distributed service-oriented architecture for assembling pages as quickly possible while still being resilient to failures from any particular bit of content. Each bit that en
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Samza at LinkedIn: Taking Stream Processing to the Next Level
Turning the database inside out with Apache Samza
