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Fault Tolerance with Kafka

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Fault Tolerance with Kafka

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www.edureka.co/apache-kafka
Fault Tolerance with Kafka
www.edureka.co/apache-kafka
What will you learn today ?
 What is Apache Kafka?
 Architecture of Kafka
 How Kafka achieves Fault Tolerance?
 Hands-On : Fault Tolerance with Kafka
www.edureka.co/apache-kafka
Data : The Ingredient
Data is the main ingredient of Internet applications and typically includes the following :
 Page visits and clicks
 User activities
 Events corresponding to logins
 Social networking activities such as likes, shares, and comments
 Application specific metrics (e.g. logs, page load time, performance etc.)
www.edureka.co/apache-kafka
Need : Real Time Analytics
In todays applications, activity data has become a part of production data and is used to run
analytics in real time. These analytics can be:
 Delivering advertisements to the masses
 Tracking any abnormal user behavior or application hacking
 Search-based on relevance
 Recommendations based on popularity
www.edureka.co/apache-kafka
Messaging Systems
Messaging systems provide seamless integration among distributed applications with the
help of messages, that are shared between them
In the present big-data era, the very first challenge is to collect the data as it is a huge and the
second challenge is to analyze it, one way to solve this problem is by using messaging systems
Problem :
Solution :
www.edureka.co/apache-kafka
Apache Kafka
 Apache Kafka is a distributed publish-subscribe messaging system
 Originally developed at LinkedIn and later on became a part of Apache project
 Kafka is fast, scalable, durable and distributed by design

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