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Culture and Methodologies
Agile Career Development Methodologies Team Management
Data Engineering
AI/ML Big Data Data Databases IoT
Software Design and Architecture
Cloud Architecture Containers Integration Microservices Performance Security
Coding
Frameworks Java JavaScript Languages Tools
Testing, Deployment, and Maintenance
Deployment DevOps and CI/CD Maintenance Monitoring and Observability Testing, Tools, and Frameworks

Last call! Secure your stack and shape the future! Help dev teams across the globe navigate their software supply chain security challenges.

Modernize your data layer. Learn how to design cloud-native database architectures to meet the evolving demands of AI and GenAI workloads.

Releasing software shouldn't be stressful or risky. Learn how to leverage progressive delivery techniques to ensure safer deployments.

Avoid machine learning mistakes and boost model performance! Discover key ML patterns, anti-patterns, data strategies, and more.

Building a Real-Time Analytics Stack with Apache Kafka and Apache Druid

510 Downloads

Developing analytics applications for real-time monitoring and diagnosis of operational activity such as clickstreams or network flows is very different from building for traditional “BI” analytics. First, you need to execute analytics against a live data stream with minimal latency. Second, you need to store petabytes of real-time and historical data together. Third, you need to support hundreds to thousands of users. Last but not least, you need to support a variety of analytics methods, including real-time alerting, dashboards, ad hoc slice and dice, drill downs, search, ideally through a single UI.


In this webinar, one of the creators of Apache Druid, will dive into:

  • The current state of real-time and streaming analytics, from stream processing like Spark and Flink to analytics tools including Tableau, Looker, Superset and Imply Pivot.
  • The challenges of architecting for real-time analytics, and how combining Kafka and Druid deliver low end-to-end latency at scale.
  • Design considerations and details behind Druid's integration with Kafka, Amazon Kinesis, and other messaging technologies for real-time ingestion at scale.
  • Architectural considerations for achieving speed and scale for real-time analytics including ad hoc, search and time-based queries.
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Date: February 05, 2020 at 01:00pm ET

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