Big Data Architecture Patterns | Lambda vs Kappa Architecture

We will cover the following topics:
1) 3 Lambda & 1 Kappa Patterns.
2) Lambda vs Kappa Architecture.
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Introduction to Big Data Architecture: • Introduction to Big Da...
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[@okorochaobinna7701]

Love it. More of this please!

[@mlnumex13]

Brilliantly explained .. I like youtubers like this who speak useful information to the point 👏

[@SoftwareArchitectureAcademy]

Thank you so much for your feedback 😊

[@cogno-slayer]

Looking forward to see your channel grow. Great contents so far. Best of luck!!

[@SoftwareArchitectureAcademy]

Thank you so much!

[@asrstgcp]

How is the implementation simpler/easier for Lambda? - It requires both batch & streaming layers. In the Kappa, only streaming will be present

[@SoftwareArchitectureAcademy]

Hello - it's because in organisations systems are evolved from existing systems - since batch is widespread hence it's easy to evolve to a lambda. A Kappa would usually require a new build.

[@ashutoshranjan4474]

Great lecture

[@SoftwareArchitectureAcademy]

Glad it was helpful!

[@mudassarm30]

Kappa architecture is also like the streaming layer + serving layer as in lambda architecture. How it is complex to implement?

[@pradeepsahoo7243]

I thikk because Lambda Architecture doesn't completely do away with Batch Processing, it still retains some of its legacy systems and tooling which operate RDBMS which have to be ingested as batch. However, Kappa architecture demands that all data utilise subscribe / notify event-driven systems such as using Kafka Streams. So, the data is always written to Event Streaming platform like Kafka once either ordered or with compaction and read by multiple different consumers based on their own data requirements and necessary view transformation.

[@estebanigancio58]

thanks for the explanation. It'd be very useful to include the sources of content

[@SoftwareArchitectureAcademy]

Thanks, noted!

[@milenaguimaraes3853]

Great explanation!!

[@SoftwareArchitectureAcademy]

Thanks Milena!

[@ANTONYSETYADI]

Why it is called Lambda and Kappa? Is that abbreviation of meaning?

[@waton1971]

Very well explained video

[@SoftwareArchitectureAcademy]

Glad you liked it

[@mchandresh]

Awesome sir🎉

[@SoftwareArchitectureAcademy]

Thanks 😊