Who are using Kafka?
Summary of the Article
Who are the top users of Kafka?
1453 companies reportedly use Kafka in their tech stacks, including Uber, Shopify, and Spotify.
Does Netflix use Kafka?
Netflix embraces Apache Kafka® as the de-facto standard for its eventing, messaging, and stream processing needs. Kafka acts as a bridge for all point-to-point and Netflix Studio wide communications.
Is Kafka still being used?
Currently, tens of thousands of organisations have adopted Kafka, among them very popular real-time event-driven experiences, such as Netflix, PayPal, AirBnB and Pinterest.
What is the real world use of Kafka?
Kafka is often used for operational monitoring data. This involves aggregating statistics from distributed applications to produce centralized feeds of operational data.
Which company used Kafka?
Apache Kafka is used at LinkedIn for activity stream data and operational metrics. This powers various products like LinkedIn Newsfeed, LinkedIn Today in addition to our offline analytics systems like Hadoop.
Why is Kafka trending?
Real-time data processing
Enterprises can process big streams of incoming data without experiencing time lags. The enhanced speed is a primary reason why Kafka is very popular among businesses. Corporate and non-corporate firms want a quick analysis of their data, which many traditional message brokers cannot offer.
Does Tesla use Kafka?
Tesla has built a Kafka-based data platform infrastructure “to support millions of devices and trillions of data points per day”.
Does Amazon use Kafka?
Amazon Managed Streaming for Apache Kafka (Amazon MSK) is a fully managed service that enables you to build and run applications that use Apache Kafka to process streaming data. Amazon MSK provides the control-plane operations, such as those for creating, updating, and deleting clusters.
What problem does Kafka solve?
Kafka takes on the burden of handling all the problems related to distributed computing: node failures, replication or ensuring data integrity. It makes Kafka a great candidate for the fundamental piece of architecture, a central log that can serve as a source of truth for other services.
What language does Kafka use?
Apache Kafka is an open-source stream-processing software platform developed by the Apache Software Foundation. It is written in Scala and Java and is often used for building real-time data pipelines and streaming applications.
What is the downside of Kafka?
Disadvantages Of Apache Kafka
Do not have complete set of monitoring tools: 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.
Is there something better than Kafka?
RabbitMQ is backed not only by a robust support system but also offers a great developer community. Since it is open-source software, it allows flexibility and customization to meet specific requirements. It’s a widely used message broker that is known for its ease of use and scalability.
Who are the top users of Kafka
1453 companies reportedly use Kafka in their tech stacks, including Uber, Shopify, and Spotify.Uber.Shopify.Spotify.Udemy.LaunchDarkly.Slack.Robinhood.CRED.
CachedSimilar
Does Netflix use Kafka
Netflix embraces Apache Kafka® as the de-facto standard for its eventing, messaging, and stream processing needs. Kafka acts as a bridge for all point-to-point and Netflix Studio wide communications.
Is Kafka still being used
Currently, tens of thousands of organisations have adopted Kafka, among them very popular real-time event-driven experiences, such as Netflix, PayPal, AirBnB and Pinterest.
Cached
What is the real world use of Kafka
Kafka is often used for operational monitoring data. This involves aggregating statistics from distributed applications to produce centralized feeds of operational data.
Cached
Which company used Kafka
Apache Kafka is used at LinkedIn for activity stream data and operational metrics. This powers various products like LinkedIn Newsfeed, LinkedIn Today in addition to our offline analytics systems like Hadoop.
Why is Kafka trending
Real-time data processing
Enterprises can process big streams of incoming data without experiencing time lags. The enhanced speed is a primary reason why Kafka is very popular among businesses. Corporate and non-corporate firms want a quick analysis of their data, which many traditional message brokers cannot offer.
Does Tesla use Kafka
Tesla has built a Kafka-based data platform infrastructure “to support millions of devices and trillions of data points per day”.
Does Amazon use Kafka
Amazon Managed Streaming for Apache Kafka (Amazon MSK) is a fully managed service that enables you to build and run applications that use Apache Kafka to process streaming data. Amazon MSK provides the control-plane operations, such as those for creating, updating, and deleting clusters.
What problem does Kafka solve
Kafka takes on the burden of handling all the problems related to distributed computing: node failures, replication or ensuring data integrity. It makes Kafka a great candidate for the fundamental piece of architecture, a central log that can serve as a source of truth for other services.
What language does Kafka use
Apache Kafka is an open-source stream-processing software platform developed by the Apache Software Foundation. It is written in Scala and Java and is often used for building real-time data pipelines and streaming applications.
What is the downside of Kafka
Disadvantages Of Apache Kafka
Do not have complete set of monitoring tools: 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.
Is there something better than Kafka
RabbitMQ is backed not only by a robust support system but also offers a great developer community. Since it is open-source software it is one of the best Kafka Alternatives and RabbitMQ is free of cost.
Does Uber use Kafka
Uber has one of the largest deployments of Apache Kafka® in the world.
Does Walmart use Kafka
The Kafka framework
We leverage an array of processors to generate an order plan for the entire network of Walmart stores with great accuracy and at high throughputs of 85GB messages/min.
Why does Uber use Kafka
It empowers a large number of real-time workflows at Uber, including pub-sub message buses for passing event data from the rider and driver apps, as well as financial transaction events between the backend services.
What is the weakness of Kafka
Disadvantages Of Apache Kafka
Do not have complete set of monitoring tools: 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.
Does Microsoft use Kafka
Microsoft provides a 99.9% Service Level Agreement (SLA) on Kafka uptime. For more information, see the SLA information for HDInsight document. It uses Azure Managed Disks as the backing store for Kafka. Managed Disks can provide up to 16 TB of storage per Kafka broker.
Is Kafka too complex
Retention. On the one hand, Kafka seems to be dead simple, but on the other, it's an incredibly complicated thing. Yes, it's just a service that allows you to write and read bytes, but there are hundreds of different settings that control the transmission and storage of these bytes.
What is replacing Kafka
IBM MQ is one of the best Kafka Alternatives which has an easy-to-use Interface and High Reliability and Data Security. It also facilitates the interoperability between various applications, either within or outside the organization.
Does TikTok use Kafka
TikTok (ByteDance) utilizes Kafka as a data hub for the collection of events and logs in support of a variety of services such as large scale message processing and activity tracking.
Why not to use Kafka
Apache Kafka is not suitable for streaming data that requires low latency. It is designed to handle large volumes of data, but it is not suitable for streaming data that requires real-time processing. For example, if you need to stream data from a sensor in real-time, Apache Kafka is not the best choice.
Why not use Kafka as database
Kafka's data storage is a little different from how a database functions. Because of its streaming services, users consume data on this platform using tail reads. It does not rely much on disk reads as a database would because it wants to leverage the page cache to serve the data.
Does AWS use Kafka
AWS also offers Amazon MSK, the most compatible, available, and secure fully managed service for Apache Kafka, enabling customers to populate data lakes, stream changes to and from databases, and power machine learning and analytics applications.
What are disadvantages of Kafka
Disadvantages of KafkaDoesn't possess a full set of management and monitoring tools.The broker uses certain system calls to deliver messages to the consumer, but if the message needs some tweaking, doing so reduces Kafka's performance significantly.
Does Spotify use Kafka
System Design. The system that we have in production today was built on top of Kafka 0.7.