There are numerous possibilities that can be explored. While it may be challenging to fully comprehend the potential advantages, one key aspect is the ability to establish a proper sequence of events rather than simply dealing with a jumbled group of occurrences. These events possess their own timestamps, even if they were not initially provided with one, and are arranged in a chronological order that allows for a clear understanding of the progression of the events.
Senior Software Engineering Consultant at a tech services company with 51-200 employees
May 8, 2017
Kafka, as compared with other messaging system options, is great for large scale message processing applications. It offers high throughput with built-in fault-tolerance and replication.
Software Engineer at a financial services firm with 10,001+ employees
Feb 1, 2023
The use of Kafka's logging mechanism has been extremely beneficial for us, as it allows us to sequence messages, track pointers, and manage memory without having to create multiple copies.
Lead Data Scientist at a transportation company with 51-200 employees
May 2, 2024
The most valuable features of the solution revolve around areas like the latency part, where the tool offers very little latency and the sequencing part.
There have been some challenges with monitoring Apache Kafka, as there are currently only a few production-grade solutions available, which are all under enterprise license and therefore not easily accessible. The speaker has not had access to any of these solutions and has instead relied on tools, such as Dynatrace, which do not provide sufficient insight into the Apache Kafka system. While there are other tools available, they do not offer the same level of real-time data as enterprise solutions.
Lead Architect at a financial services firm with 1,001-5,000 employees
Sep 16, 2022
One of the things I am mostly looking for is that once the message is picked up from Kafka, it should not be visible or able to be consumed by other applications, or something along those lines. That feature is not present, but it is not a limitation or anything of the sort; rather, it is a desirable feature.
The next release should include a feature that prevents messages from being consumed by other applications once they are picked up by Kafka.
Senior Software Engineering Consultant at a tech services company with 51-200 employees
May 8, 2017
Kafka requires non-trivial expertise with DevOps to deploy in production at scale. The organization needs to understand ZooKeeper and Kafka and should consider using additional tools, such as MirrorMaker, so that the organization can survive an availability zone or a region going down.
If the graphical user interface was easier for the Kafka administration it would be much better. Right now, you need to use the program with the command-line interface. If the graphical user interface was easier, it could be a better product.
Lead Data Scientist at a transportation company with 51-200 employees
May 2, 2024
One complexity that I faced with the tool stems from the fact that since it is not kind of a stand-alone application, it won't integrate with native cloud, like AWS or Azure.
