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(286)

Powering Real-Time Analytics with Apache Kafka and Rockset

Powering Real-Time Analytics with Apache Kafka and Rockset

Using large amounts of streaming data increasingly requires interactive, real-time analytics and dashboards—and this applies to any industry, including tech. CTO and Co-Founder of Rockset Dhruba Borth...

15 Jul 202125min

Automated Event-Driven Architectures and Microservices with Apache Kafka and SmartBear

Automated Event-Driven Architectures and Microservices with Apache Kafka and SmartBear

Is it possible to have automated adoption of your event-driven architectures and microservices? The answer is yes! Alianna Inzana, product leader for API testing and virtualization at SmartBear, uses ...

8 Jul 202129min

Data-Driven Digitalization with Apache Kafka in the Food Industry at BAADER

Data-Driven Digitalization with Apache Kafka in the Food Industry at BAADER

Coming out of university, Patrick Neff (Data Scientist, BAADER) was used to “perfect” examples of datasets. However, he soon realized that in the real world, data is often either unavailable or unstru...

29 Jun 202127min

Chaos Engineering with Apache Kafka and Gremlin

Chaos Engineering with Apache Kafka and Gremlin

The most secure clusters aren’t built on the hopes that they’ll never break. They are the clusters that are broken on purpose and with a specific goal. When organizations want to avoid systematic weak...

22 Jun 202135min

Boosting Security for Apache Kafka with Confluent Cloud Private Link ft. Dan LaMotte

Boosting Security for Apache Kafka with Confluent Cloud Private Link ft. Dan LaMotte

Confluent Cloud isn’t just for public access anymore. As the requirement for security across sectors increases, so does the need for virtual private cloud (VPC) connections. It is becoming more common...

15 Jun 202125min

Confluent Platform 6.2 | What’s New in This Release + Updates

Confluent Platform 6.2 | What’s New in This Release + Updates

Based on Apache Kafka® 2.8, Confluent Platform 6.2 introduces Health+, which offers intelligent alerting, cloud-based monitoring tools, and accelerated support so that you can get notified of potentia...

10 Jun 20219min

Adopting OpenTelemetry in Confluent and Beyond ft. Xavier Léauté

Adopting OpenTelemetry in Confluent and Beyond ft. Xavier Léauté

Collecting internal, operational telemetry from Confluent Cloud services and thousands of clusters is no small feat. Stakeholders need to rely on the same data to make operational decisions. Whether i...

8 Jun 202132min

Running Apache Kafka Efficiently on the Cloud ft. Adithya Chandra

Running Apache Kafka Efficiently on the Cloud ft. Adithya Chandra

Focused on optimizing Apache Kafka® performance with maximized efficiency, Confluent’s Product Infrastructure team has been actively exploring opportunities for scaling out Kafka clusters. They are ab...

25 Mai 202138min

Populært innen Politikk og nyheter

giver-og-gjengen-vg
aftenpodden
aftenpodden-usa
forklart
popradet
stopp-verden
det-store-bildet
lydartikler-fra-aftenposten
rss-gukild-johaug
fotballpodden-2
dine-penger-pengeradet
nokon-ma-ga
rss-ness
i-retten
hanna-de-heldige
aftenbla-bla
frokostshowet-pa-p5
rss-dannet-uten-piano
rss-penger-polser-og-politikk
rss-utenrikskomiteen-med-bogen-og-grasvik