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 3.1 - Overview of Latest Features, Updates, and KIPs

Apache Kafka 3.1 - Overview of Latest Features, Updates, and KIPs

Apache Kafka® 3.1 is here with exciting new features and improvements! On behalf of the Kafka community, Danica Fine (Senior Developer Advocate, Confluent) shares release highlights that you won’t wan...

24 Tammi 20224min

Optimizing Cloud-Native Apache Kafka Performance ft. Alok Nikhil and Adithya Chandra

Optimizing Cloud-Native Apache Kafka Performance ft. Alok Nikhil and Adithya Chandra

Maximizing cloud Apache Kafka® performance isn’t just about running data processes on cloud instances. There is a lot of engineering work required to set and maintain a high-performance standard for s...

20 Tammi 202230min

From Batch to Real-Time: Tips for Streaming Data Pipelines with Apache Kafka ft. Danica Fine

From Batch to Real-Time: Tips for Streaming Data Pipelines with Apache Kafka ft. Danica Fine

Implementing an event-driven data pipeline can be challenging, but doing so within the context of a legacy architecture is even more complex. Having spent three years building a streaming data infrast...

13 Tammi 202229min

Real-Time Change Data Capture and Data Integration with Apache Kafka and Qlik

Real-Time Change Data Capture and Data Integration with Apache Kafka and Qlik

Getting data from a database management system (DBMS) into Apache Kafka® in real time is a subject of ongoing innovation. John Neal (Principal Solution Architect, Qlik) and Adam Mayer (Senior Technica...

6 Tammi 202234min

Modernizing Banking Architectures with Apache Kafka ft. Fotios Filacouris

Modernizing Banking Architectures with Apache Kafka ft. Fotios Filacouris

It’s been said that financial services organizations have been early Apache Kafka® adopters due to the strong delivery guarantees and scalability that Kafka provides. With experience working and desig...

28 Joulu 202134min

Running Hundreds of Stream Processing Applications with Apache Kafka at Wise

Running Hundreds of Stream Processing Applications with Apache Kafka at Wise

What’s it like building a stream processing platform with around 300 stateful stream processing applications based on Kafka Streams? Levani Kokhreidze (Principal Engineer, Wise) shares his experience ...

21 Joulu 202131min

Lessons Learned From Designing Serverless Apache Kafka ft. Prachetaa Raghavan

Lessons Learned From Designing Serverless Apache Kafka ft. Prachetaa Raghavan

You might call building and operating Apache Kafka® as a cloud-native data service synonymous with a serverless experience. Prachetaa Raghavan (Staff Software Developer I, Confluent) spends his days f...

14 Joulu 202128min

Using Apache Kafka as Cloud-Native Data System ft. Gwen Shapira

Using Apache Kafka as Cloud-Native Data System ft. Gwen Shapira

What does cloud native mean, and what are some design considerations when implementing cloud-native data services? Gwen Shapira (Apache Kafka® Committer and Principal Engineer II, Confluent) addresses...

7 Joulu 202133min

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