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Flume Vs. Kafka
Omid Vahdaty, Big Data Ninja
Flume Kafka
Original Motivation Apache Flume is a distributed,
reliable, and available system for
efficiently collecting, aggregating
and moving large amounts of log
data from many different sources
to a centralized data store. Built
around hadoop ecosystem
. A general purpose
distributed publish-
subscribe messaging
system Multi-consumer
ultra-high availability
messaging system.
Data Flow push pull
event availability JDBC Databases Channel,
file Channel. Loose flume
agent = losing data.
replication of your events
data by design.
Commercial support Cloudera Cloudera
Collectors built in Yes. just the messaging
Flume Kafka
Choose when you desire No need for customization.
Need out of the box
components such HDFS
sink
Need a custom made high
availability delivery system
Velocity high higher
Event processing
Kafka and Flume combined
● Flume supports: Kafka source, Kafka channel, Kafka sink
● So, take the advantage of both and combine them to your needs.
Kafka as a Channel
Sources:
● https://www.quora.com/What-are-the-most-significant-differences-between-
Flume-and-Kafka
● https://www.cloudera.com/documentation/kafka/latest/topics/kafka_flume.
html
Stay in touch...
● Omid Vahdaty
● +972-54-2384178

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