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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

Mustafa R.
MR
Mustafa R.
Software Engineer
Mid-Market (51-1000 emp.)
"I used Apache Kafka to support real time connection for IoT devices"
4.5/5
What do you like best about Apache Kafka?

They're a lot of SDK libraries for easy integration and starting your logic and they're a lot of docs over the internet to get started, and The community is big enough to solve your issues. Review collected by and hosted on G2.com.

What do you dislike about Apache Kafka?

The Way as a developer handles the configurations It seems too hard to handle configurations from being and the error messages hard to detect issues come from what. Review collected by and hosted on G2.com.

SS
Sean S.
Business Development
Mid-Market (51-1000 emp.)
"Stream corporate events with ease and save on travel costs"
4/5
What do you like best about Apache Kafka?

We have integrated this with a few other systems, and streamed some pretty large corporate events to staff working remotely. It has worked very well and allowed us to reach a large number of staff without having to organize travel to a centralized location Review collected by and hosted on G2.com.

What do you dislike about Apache Kafka?

We have had some lag on occasion, but there is the chance that was due to internet connectivity rather than Apache Kafka itself Review collected by and hosted on G2.com.

Swagat S.
SS
Swagat S.
Product Tech Advisor
Enterprise (> 1000 emp.)
"Awesome experience using kafka"
4.5/5
What do you like best about Apache Kafka?

Apache Kafka is the most powerful and scalable streaming framework on the market. We have used Apache Kafka as a part of many real-time analytics solutions. It has a great performance [and is] easy to integrate with big data technologies like Spark. Due to its distributed nature, Apache Kafka is capable of operating very quickly and can handle millions of messages every second. Review collected by and hosted on G2.com.

What do you dislike about Apache Kafka?

I didn't find anything as such. I didn't find anything to dislike. Review collected by and hosted on G2.com.

Chirag T.
CT
Chirag T.
Technical Lead
Enterprise (> 1000 emp.)
"Apache Kafka - Simple, Easy to Use And Super Fast"
5/5
What do you like best about Apache Kafka?

Kafka is not only a messaging platform, but it works for streaming(KStreams), database querying (KSQL), Offset management etc. Unlike traditional messaging platform, it is a publisher subscriber based messaging platform. Review collected by and hosted on G2.com.

What do you dislike about Apache Kafka?

Nothing. It's the best messaging product that I have ever used in my software career. Would like to just highlight one point wherein if Kafka's dependency with Zookeeper could be removed, that would be the biggest and greatest achievement for Kafka to make it independent. Review collected by and hosted on G2.com.

Verified User in Information Technology and Services
UI
Verified User in Information Technology and Services
Small-Business (50 or fewer emp.)
"Simply the most reliable tool in the market"
5/5
What do you like best about Apache Kafka?

Apache Kafka offers the best Message Queueing system, having it as an open source library really helps in grasping the ins and outs of the program, I have worked with various different MQs and Apache Kafka is one of the best out there Review collected by and hosted on G2.com.

What do you dislike about Apache Kafka?

One thing I have noticed about Apache Kafka is the lack of monitoring tools. Another thing I dislike, however, some people tend to like it is that it has too many options and sometimes can be deemed complex to use Review collected by and hosted on G2.com.

hammoudai a.
HA
hammoudai a.
Devops Engineer
Small-Business (50 or fewer emp.)
"Devops Engineer"
4/5
What do you like best about Apache Kafka?

It's a nice web service that it enables me to host my website on any server Review collected by and hosted on G2.com.

What do you dislike about Apache Kafka?

Is a little bit hard to use, but i have to solve this problem Review collected by and hosted on G2.com.

Verified User in Computer Software
UC
Verified User in Computer Software
Mid-Market (51-1000 emp.)
"I am a software developer of 3 years of experience"
4.5/5
What do you like best about Apache Kafka?

without Resorting A B to complex routing with maximum throughput and it is best for storing, reading, re-reading, and analyzing streaming data. It’s ideal for routinely audited systems or that store their messages permanently. Breaking it down even further, Kafka shines with real-time processing and analyzing data. Review collected by and hosted on G2.com.

What do you dislike about Apache Kafka?

Apache Kafka is not having a complete set of monitoring tools and managing tools so it makes difficulty while analyzing so small tech cannot rely on it much and new broker can produce issue. Review collected by and hosted on G2.com.

Verified User in Retail
UR
Verified User in Retail
Mid-Market (51-1000 emp.)
"Best for real time analytics"
4/5
What do you like best about Apache Kafka?

It is good for messaging storing processing both real time and historical data. It is an ideal choice for real time event processing system like retail application Good part is It's free and getting high quality support And its scalable reliable and open source message streaming tool Review collected by and hosted on G2.com.

What do you dislike about Apache Kafka?

If we don't consume data for a long time, it will vanish from there. Data will be safe but only for short time. And its not a good choice for safety critic systems like medical systems Begginers find it difficult to understand Kafka concepts as it is vast It don't have full support for monitoring and management tools Review collected by and hosted on G2.com.

Vishal P.
VP
Vishal P.
SSE II
Enterprise (> 1000 emp.)
"Apache Kafka My Understanding."
5/5
What do you like best about Apache Kafka?

Its real-time processing and sequential processing expectations are one thing that is required and not present in AWS SQS. Review collected by and hosted on G2.com.

What do you dislike about Apache Kafka?

The Strict tie-up of consumers with the partitions. Review collected by and hosted on G2.com.

Verified User in Computer Software
UC
Verified User in Computer Software
Small-Business (50 or fewer emp.)
"Amazing product"
4.5/5
What do you like best about Apache Kafka?

Kafka is particularly valuable in scenarios requiring real-time data processing and application activity tracking, as well as for monitoring purposes. Review collected by and hosted on G2.com.

What do you dislike about Apache Kafka?

Apache Kafka does not contain a complete set of monitoring as well as managing tools. Thus, new startups or enterprises fear to work with Kafka. Message tweaking issues: The Kafka broker uses system calls to deliver messages to the consumer. Review collected by and hosted on G2.com.