article thumbnail

Microservices, Apache Kafka, and Domain-Driven Design

Confluent

Microservices have a symbiotic relationship with domain-driven design (DDD)—a design approach where the business domain is carefully modeled in software and evolved over time, independently of the plumbing that makes the system work. In these projects, microservice architectures use Kafka as an event streaming platform. Microservices.

article thumbnail

Machine Learning with Python, Jupyter, KSQL and TensorFlow

Confluent

Some examples of model deployment in Kafka environments are: Analytic models (TensorFlow, Keras, H2O and Deeplearning4j) embedded in Kafka Streams microservices. He is regular speaker at international conferences such as JavaOne, O’Reilly Software Architecture or ApacheCon, and he writes articles for professional journals.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

Real-Time Analytics and Monitoring Dashboards with Apache Kafka and Rockset

Confluent

Prior to Rockset, Shruti led product management for Oracle Cloud, with a focus on AI, IoT, and blockchain. Kai’s main area of expertise lies within the fields of big data analytics, machine learning, integration, microservices, Internet of Things, stream processing, and blockchain.

article thumbnail

Internet of Things (IoT) and Event Streaming at Scale with Apache Kafka and MQTT

Confluent

Microservices, Apache Kafka, and Domain-Driven Design (DDD) covers this in more detail. Kai’s main area of expertise lies within the fields of big data analytics, machine learning, integration, microservices, Internet of Things, stream processing, and blockchain.

IoT 20