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What is the main difference between Kafka and Flume?

Deepika Sahu answered on December 17, 2022 Popularity 2/10 Helpfulness 1/10

answer What is the main difference between Kafka and Flume?

What is the main difference between Kafka and Flume?

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,Apache Kafka	Apache Flume
K,Apache Kafka is a distributed data system.	
F,Apache Flume is a available, reliable, and distributed system.
K,It is optimized for ingesting and processing streaming data in real-time.	
F,It is efficiently collecting, aggregating and moving large amounts of log data from many different sources to a centralized data store.
K,It is basically working as a pull model.	
F,It is basically working as a push model .
K,It is easy to scale.
F,It is not scalable in comparison with Kafka.
K,An fault-tolerant, efficient and scalable messaging system.	
F,It is specially designed for Hadoop.
K,It supports automatic recovery if resilient to node failure.	
F,You will lose events in the channel in case of flume-agent failure.
K,Kafka runs as a cluster which handles the incoming high volume data streams in the real time.
F,Flume is a tool to collect log data from distributed web servers.
K,Kafka will treat each topic partition as an ordered set of messages.	
F-Flume can take in streaming data from the multiple sources for storage and analysis which use in Hadoop.

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Contributed on Dec 17 2022

Deepika Sahu

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What is the main difference between Kafka and Flume?

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