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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Joins in KSQL 5.0 with Hojjat Jafarpour

Joins in KSQL 5.0 with Hojjat Jafarpour

KSQL 5.0 now supports stream-stream, stream-table and table-table joins. Tim Berglund interviews Hojjat Jafarpour about all three join types, how they work, what their limitations are and the new kind...

20 Syys 201829min

Ask Confluent #5: Kafka, KSQL and Viktor Gamov

Ask Confluent #5: Kafka, KSQL and Viktor Gamov

Gwen is joined in studio by co-host Tim Berglund and special guest, Viktor Gamov, a new member of Confluent’s Developer Experience Team specializing in Kafka, KSQL and Kubernetes. In this episode, we’...

10 Syys 201831min

KSQL Use Cases with Nick Dearden

KSQL Use Cases with Nick Dearden

A discussion about how people actually use KSQL with Nick Dearden, stream processing expert at Confluent. Try KSQL! For more, you can check out ksqlDB, the successor to KSQL. SEASON 2 Hosted by Tim ...

6 Syys 201832min

Nested Data in KSQL with Hojjat Jafarpour

Nested Data in KSQL with Hojjat Jafarpour

Interesting data isn't a polite little list of scalar types. Sometimes you have more complex structures and things like nesting. We'll see how KSQL supports that today as Tim Berglund discusses nested...

29 Elo 201813min

UDFs and UDAFs in KSQL 5.0 with Hojjat Jafarpour

UDFs and UDAFs in KSQL 5.0 with Hojjat Jafarpour

KSQL has a solid library of built-in functions, but no library is ever good enough. What if you want to write your own? We’ll learn how today with Hojjat Jafarpour, a software engineer on the KSQL tea...

24 Elo 201818min

Ask Confluent #4: The GitHub Edition

Ask Confluent #4: The GitHub Edition

Want to see a feature implemented in KSQL or other Kafka-related project? Gwen answers your questions from YouTube and walks through how to use GitHub issues to request features. This is the episode #...

16 Elo 201813min

Deep Dive into KSQL with Hojjat Jafarpour

Deep Dive into KSQL with Hojjat Jafarpour

Ever wonder what actually goes on when you run a KSQL query? Today, we take a deep dive into KSQL with Hojjat Jafarpour, a software engineer on the KSQL team at Confluent. For more, you can check out...

13 Elo 201833min

Ask Confluent #3: Kafka Upgrades, Cloud APIs and Data Durability

Ask Confluent #3: Kafka Upgrades, Cloud APIs and Data Durability

Tim Berglund and Gwen Shapira have a discussion with Koelli Mungee (Customer Operations Lead, Confluent) and cover the latest Apache Kafka upgrades, cloud APIs, and data durability. This is episode #3...

20 Heinä 201822min

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