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...

Episoder(285)

Modernizing Inventory Management Technology ft. Sina Sojoodi and Rohit Kelapure

Modernizing Inventory Management Technology ft. Sina Sojoodi and Rohit Kelapure

Inventory management systems are crucial for reducing real-time inventory data drift, improving customer experience, and minimizing out-of-stock events. Apache Kafka®’s real-time data technology provi...

20 Jul 202041min

Fault Tolerance and High Availability in Kafka Streams and ksqlDB ft. Matthias J. Sax

Fault Tolerance and High Availability in Kafka Streams and ksqlDB ft. Matthias J. Sax

Apache Kafka® Committer and PMC member Matthias J. Sax explains fault tolerance, high-availability stream processing, and how it’s done in Kafka Streams. He discusses the differences between changelog...

15 Jul 202054min

Benchmarking Apache Kafka Latency at the 99th Percentile ft. Anna Povzner

Benchmarking Apache Kafka Latency at the 99th Percentile ft. Anna Povzner

Real-time stock trades, GPS location, and website click tracking are just a few industries that heavily rely on Apache Kafka®'s real-time messaging and data delivery functions. As such, Kafka's latenc...

8 Jul 202046min

Open Source Workflow Automation with Apache Kafka ft. Bernd Ruecker

Open Source Workflow Automation with Apache Kafka ft. Bernd Ruecker

What started out as a consulting company, Camunda eventually turned into a developer-friendly, open source vendor that now focuses on workflow automation. Bernd Ruecker, a co-founder and the chief te...

29 Jun 202043min

Growing the Event Streaming Community During COVID-19 ft. Ale Murray

Growing the Event Streaming Community During COVID-19 ft. Ale Murray

We've all been affected by COVID-19 in one way or another, resulting in big changes in workplace functionality, productivity, and even our relationships within the Apache Kafka® and Confluent communit...

24 Jun 202040min

From Monolith to Microservices with Sam Newman

From Monolith to Microservices with Sam Newman

Author Sam Newman catches up with Tim Berglund (Senior Director of Developer Advocacy, Confluent) in the virtual studio on what microservices are, how they work, the drawbacks of microservices, what s...

17 Jun 202040min

Exploring Event Streaming Use Cases with µKanren ft. Tim Baldridge

Exploring Event Streaming Use Cases with µKanren ft. Tim Baldridge

Tim Baldridge (Senior Software Engineer, Cisco) joins us on Streaming Audio to talk about event streaming, stream processing use cases, and µKanren. First, Tim shares about his work at Cisco related ...

8 Jun 202051min

Introducing JSON and Protobuf Support ft. David Araujo and Tushar Thole

Introducing JSON and Protobuf Support ft. David Araujo and Tushar Thole

Confluent Platform 5.5 introduces long-awaited JSON Schema and Protobuf support in Confluent Schema Registry and across other platform components. Support for Protobuf and JSON Schema in Schema Regis...

1 Jun 202040min

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