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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Reimagining Stream Processing with Matthias J. Sax | Ep. 9

Reimagining Stream Processing with Matthias J. Sax | Ep. 9

Viktor Gamov talks to Matthias J. Sax (Confluent) about his career in stream processing and, specifically, Kafka Streams. Matthias’ first job: an electrician-in-training on BMW’s assembly lines. His c...

17 Nov 202536min

How Time Kills All Deals in Pre-Sales with Rachel Pedreschi | Ep. 8

How Time Kills All Deals in Pre-Sales with Rachel Pedreschi | Ep. 8

Listen: https://confluent.buzzsprout.com | In this episode, Tim Berglund talks to his guest, Rachel Pedreschi (DeltaStream), about her career in pre-sales engineering. Her first job: rectory office as...

10 Nov 202527min

Scaling AI in Engineering with Peter Bell | Ep. 7

Scaling AI in Engineering with Peter Bell | Ep. 7

Listen: https://confluent.buzzsprout.com | Today, Adi Polak talks to her guest, Peter Bell (gather.dev), about his career in software engineering leadership, CTO community building, and AI-driven deve...

3 Nov 202527min

How Kafka Expert Robin Moffat Tackles Open Source Problems | Ep. 6

How Kafka Expert Robin Moffat Tackles Open Source Problems | Ep. 6

Today, Viktor Gamov talks to his colleague Robin Moffat (Confluent) about his career in data engineering. His first job: paperboy. His challenge: working at a retailer with Oracle materialized views a...

27 Okt 202524min

Building Parquet into Apache Pinot ft. Neha Pawar | Ep. 5

Building Parquet into Apache Pinot ft. Neha Pawar | Ep. 5

Today, Tim Berglund talks to Neha Pawar (StarTree) about her career in real-time analytics and open source database engineering. Her first job: a year-long internship at NVIDIA. Her challenge: leading...

20 Okt 202526min

The Fix That Secured 1000s of Credit Cards ft. Brian Sletten | Ep. 4

The Fix That Secured 1000s of Credit Cards ft. Brian Sletten | Ep. 4

In this episode, Tim talks to Brian Sletten (Bosatsu Consulting) about his career in software development. His first job: working at a small communications company that built network matrix switch int...

13 Okt 202529min

How Viktor Gamov Stays Curious as Tech Rapidly Evolves | Ep. 3

How Viktor Gamov Stays Curious as Tech Rapidly Evolves | Ep. 3

Adi Polak interviews her co-host, Viktor Gamov, about his career’s evolution from distributed systems to streaming technology. Viktor’s first job: apple picking. His challenge/theme: staying curious a...

6 Okt 202530min

How Tim Berglund Found His Calling | Ep. 2

How Tim Berglund Found His Calling | Ep. 2

Viktor Gamov interviews his co-host, Tim Berglund, about his career in the world of streaming data. Tim’s first job: Burger King broiler steamer. His challenge/theme: pivoting from working in hardware...

29 Sep 202530min

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