August 2017
Beginner to intermediate
278 pages
6h 40m
English
book
Building Data Streaming Applications with Apache Kafka
by Chanchal Singh, Manisha Sethi, Manish Kumar, Anshul Joshi
Content preview from Building Data Streaming Applications with Apache Kafka
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Introduction to Apache Heron
Apache Heron is the successor to Apache Storm with backward compatibility. Apache Heron provides more power in terms of throughput, latency, and processing capability over Apache Storm as use cases in Twitter started increasing, they felt of having new stream processing engine because of the following Storm bottleneck:
- Debugging: Twitter faced challenges in debugging due to code errors, hardware failures, and so on. The root cause was very difficult to detect because of no clear mapping of logical unit of computation to physical processing.
- Scale on Demand: Storm requires dedicated cluster resources, which needs separate hardware resources to run Storm topology. This restricts Storm from using cluster resources ...
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