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Apache Kafka Pros and Cons: Top 5 Advantages and Disadvantages

Quick AI Summary Based on G2 Reviews

Generated from real user reviews

Users value the high scalability of Apache Kafka, which excels in managing growing data volumes efficiently. (3 mentions)
Users praise the high scalability and performance of Apache Kafka, making it perfect for enterprise data growth. (2 mentions)
Users value the high scalability and performance of Apache Kafka, making it perfect for growing enterprise data needs. (2 mentions)
Users praise real-time data processing in Apache Kafka for its speed, reliability, and scalability across systems. (2 mentions)
Users commend the reliability of Apache Kafka, praising its durability, fault tolerance, and scalability for data processing. (2 mentions)
Users struggle with operational complexity and high resource consumption, finding Kafka's message queuing features limited. (1 mentions)
Users feel that data management issues in Apache Kafka require extensive expertise, which can overwhelm smaller teams. (1 mentions)
Users find debugging issues in Apache Kafka challenging, requiring significant effort and effective tools for resolution. (1 mentions)
Users find the difficult learning curve of Apache Kafka overwhelming for smaller teams, requiring dedicated expertise for management. (1 mentions)
Users find limited customization challenging, especially with complex setups and manual management of brokers and zookeepers. (1 mentions)

5 Pros or Advantages of Apache Kafka

5 Cons or Disadvantages of Apache Kafka

Nilesh B.
NB
Nilesh B.
Software Developer
Small-Business (50 or fewer emp.)
"Very Good"
5/5
What do you like best about Apache Kafka?

Apache Kafka is one of the best to stream continuous messages. It streams continuously without interruption. Review collected by and hosted on G2.com.

What do you dislike about Apache Kafka?

The only issue is with message ordering if the quantity is too much. Review collected by and hosted on G2.com.

K Madhusudan C.
KC
K Madhusudan C.
Software Engineer
Mid-Market (51-1000 emp.)
"Distributed streaming system with high scalability and high performance"
4.5/5
What do you like best about Apache Kafka?

Its ability to handle high throughput and low latency event streaming. Its partitioning system allows data to be distributed across multiple brokers making it horizontally scalable Review collected by and hosted on G2.com.

What do you dislike about Apache Kafka?

it lacks built-in security features and is very complex to set up and configure. Also, it consumes too much of resources, especially memory. Message ordering is not guaranteed across multiple partitions. Review collected by and hosted on G2.com.

north w.
NW
north w.
Senior Software Engineer
Enterprise (> 1000 emp.)
"Kafka for optimizing all the functionality"
5/5
What do you like best about Apache Kafka?

Kafka is great when you want to enhance your software system and make it asynchronous. It's like the best most enhanced version of having a queue with partitions that you can leverage. Review collected by and hosted on G2.com.

What do you dislike about Apache Kafka?

So far it's great, documentation is great. Review collected by and hosted on G2.com.

Ranjit Kumar M.
RM
Ranjit Kumar M.
Lead Consultant
Enterprise (> 1000 emp.)
"No better solution to support huge data streaming"
5/5
What do you like best about Apache Kafka?

It is fault tolerant and has a retention period for playback of undelivered data. Review collected by and hosted on G2.com.

What do you dislike about Apache Kafka?

Does not fit everywhere. It can only be used for huge data streams not for small applications where point to point data transfer is required. Review collected by and hosted on G2.com.

Vaibhav J.
VJ
Vaibhav J.
Senior Principal Software Engineer
Enterprise (> 1000 emp.)
"Rock solid and dependable system for messaging and streaming use cases"
5/5
What do you like best about Apache Kafka?

It's a stable product that serves almost all messaging and streaming needs. Various delivery guarantees help developers design different types of systems. Also, it provides clients and other utilities which are easy to use and speed up development. Review collected by and hosted on G2.com.

What do you dislike about Apache Kafka?

Sometimes the re-balancing creates problems and makes the system unstable. Also, a few features are missing in the design, available in Apache Pulsar. Review collected by and hosted on G2.com.

Shobit A.
SA
Shobit A.
Software Engineer
Enterprise (> 1000 emp.)
"Highly Scalable"
4.5/5
What do you like best about Apache Kafka?

Highly scalable, easy to configure, Highly available, Guarantee sequential processing in a partition, No Data loss Review collected by and hosted on G2.com.

What do you dislike about Apache Kafka?

debugging the production issues related to data loss, consumer lag, duplicate messages, lost messages Review collected by and hosted on G2.com.

Durgesh P.
DP
Durgesh P.
Technical Lead - Cloud & DevOps Practice
Small-Business (50 or fewer emp.)
"Kafka is one of the Best Open Messaging due"
4.5/5
What do you like best about Apache Kafka?

Apache Kafka have the good platform support, also its adopibility make easy to get the community presence Review collected by and hosted on G2.com.

What do you dislike about Apache Kafka?

There are few techical complexity like introducing zookeeper which bring some more understanding from business can be solved by simpler architecture Review collected by and hosted on G2.com.

Verified User in Consulting
UC
Verified User in Consulting
Enterprise (> 1000 emp.)
"The best pubsub for both cloud and on premise"
4.5/5
What do you like best about Apache Kafka?

Powerful

Feature rich

Flexible design

Can work both cloud and on premise Review collected by and hosted on G2.com.

What do you dislike about Apache Kafka?

I can hardly think any , it's the best pubsub I have found Review collected by and hosted on G2.com.

Martand S.
MS
Martand S.
Senior Data Engineer
Mid-Market (51-1000 emp.)
"best fast & distributed streaming service"
4/5
What do you like best about Apache Kafka?

the best features of kafka are scalability &durability. it is fault tolerance so even if something bad goes, kafka manages itself. We do not have write logics to prevent data loss. Review collected by and hosted on G2.com.

What do you dislike about Apache Kafka?

I would say dislike. it is more of a limitation, kafka is purely programming based. As a programmer I find it manageable but for a non-programming background person it can be a bit challenge to learn Java code. Review collected by and hosted on G2.com.

Verified User in Hospital & Health Care
CH
Verified User in Hospital & Health Care
Enterprise (> 1000 emp.)
"Distributed real time messaging system"
5/5
What do you like best about Apache Kafka?

Support pub-sup. Pipeline streaming, many connectors Review collected by and hosted on G2.com.

What do you dislike about Apache Kafka?

Difficult to achieve atomic principles like transaction. Review collected by and hosted on G2.com.