Real-time Threat Detection Using Machine Learning and Apache Kafka

Real-time Threat Detection Using Machine Learning and Apache Kafka

Can we use machine learning to detect security threats in real-time? As organizations increasingly rely on distributed systems, it is becoming more important to analyze the traffic that passes through those systems quickly. Confluent Hackathon ’22 finalist, Géraud Dugé de Bernonville (Data Consultant, Zenika Bordeaux), shares how his team used TensorFlow (machine learning) and Neo4j (graph database) to analyze and detect network traffic data in real-time. What started as a research and develo...

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Apache Kafka Security Best Practices

Apache Kafka Security Best Practices

Security is a primary consideration for any system design, and Apache Kafka® is no exception. Out of the box, Kafka has relatively little security enabled. Rajini Sivaram (Principal Engineer, Confluen...

11 Aug 202239min

What Could Go Wrong with a Kafka JDBC Connector?

What Could Go Wrong with a Kafka JDBC Connector?

Java Database Connectivity (JDBC) is the Java API used to connect to a database. As one of the most popular Kafka connectors, it's important to prevent issues with your integrations. In this episode...

4 Aug 202241min

Apache Kafka Networking with Confluent Cloud

Apache Kafka Networking with Confluent Cloud

Setting up a reliable cloud networking for your Apache Kafka® infrastructure can be complex. There are many factors to consider—cost, security, scalability, and availability. With immense experience b...

28 Juli 202237min

Event-Driven Systems and Agile Operations

Event-Driven Systems and Agile Operations

How do the principles of chaotic, agile operations in the military apply to software development and event-driven systems? As a former Royal Marine, Ben Ford (Founder and CEO, Commando Development) is...

21 Juli 202253min

Streaming Analytics and Real-Time Signal Processing with Apache Kafka

Streaming Analytics and Real-Time Signal Processing with Apache Kafka

Imagine you can process and analyze real-time event streams for intelligence to mitigate cyber threats or keep soldiers constantly alerted to risks and precautions they should take based on events. In...

14 Juli 20221h 6min

Blockchain Data Integration with Apache Kafka

Blockchain Data Integration with Apache Kafka

How is Apache Kafka® relevant to blockchain technology and cryptocurrency? Fotios Filacouris (Staff Solutions Engineer, Confluent) has been working with Kafka for close to five years, primarily design...

7 Juli 202250min

Automating Multi-Cloud Apache Kafka Cluster Rollouts

Automating Multi-Cloud Apache Kafka Cluster Rollouts

To ensure safe and efficient deployment of Apache Kafka® clusters across multiple cloud providers, Confluent rolled out a large scale cluster management solution.Rashmi Prabhu (Staff Software Engineer...

30 Juni 202248min

Common Apache Kafka Mistakes to Avoid

Common Apache Kafka Mistakes to Avoid

What are some of the common mistakes that you have seen with Apache Kafka® record production and consumption? Nikoleta Verbeck (Principal Solutions Architect at Professional Services, Confluent) has a...

23 Juni 20221h 9min

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