May 2017
Beginner to intermediate
596 pages
15h 2m
English
Content preview from Data Lake for Enterprises
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Core architecture principles of Kafka
The main motivation behind Kafka when developed by LinkedIn’s engineering team was
To create a unified messaging platform to cater to real-time data from various applications in a big organization.
- LinkedIn
There are core architecture principles based on which Kafka was conceived and designed. The bulleted points sum up these principles:
- Maximize performance (compression and B-tree usage is an example)
- Wherever possible, core kernel capabilities to offload work to drive optimization and performance (zero-copy and direct use of Linux filesystem cache is an example)
- Distributed architecture
- Fault tolerance
- Durability of messages
- Wherever possible, eliminate redundant work
- Offload responsibility of tasks ...
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