Fast Fourier Transform (FFT) of Time Series in Kafka Streams
Explore digital signal processing with Kafka Streams, transforming time-domain signals to frequency domain using FFT. Learn to build a precise frequency alert system and visualize results in real-time.
Approaching Kafka Replication at Scale - Go Big or Go Home
Explore scaling strategies for Kafka, including horizontal and vertical scaling, replication techniques, and routing events between clusters. Learn to overcome bottlenecks and manage large-scale data processing effectively.
Off-Label Data Mesh - A Prescription for Healthier Data
Explore data mesh application beyond analytics, using event streams for real-time and batch operations. Learn practical guidelines, overcome hurdles, and implement a minimally viable data mesh for improved data management.
Configuring Kafka Connect for Scalability - Best Practices
Optimize Kafka Connect clusters for scalability. Learn best practices to configure and manage Kafka Connect effectively, ensuring successful integration of external systems with Apache Kafka at scale.
Evolution of Streaming Pipeline at Lyft - Real-Time Optimization Platform
Explore Lyft's real-time optimization platform evolution, focusing on streaming infrastructure for marketplace balance, scalability, and decision-making using Kafka and data science tools.
Restate: Stream Processing for Microservices
Explore a novel system for microservices that handles state, communication, and consistency. Learn how it complements event-processing systems for complex control flow and coordination in distributed applications.
Beyond Monoliths: Thrivent's Lessons in Building a Modern Integration Architecture
Explore strategies for modernizing data architecture, from technical aspects like JSON Schema and OpenTelemetry to human factors like building trust and adopting a product-focused mindset.
Debezium Snapshots Revisited - Incremental Snapshots for CDC Pipelines
Explore innovative incremental snapshot techniques for Debezium CDC connectors. Learn to pause, resume, and parallelize snapshots, and customize snapshot contents for efficient data pipeline management.
Dynamic Change Data Capture with Flink CDC and Consistent Hashing
Implement dynamic Change Data Capture for large databases using Flink CDC connectors and consistent hashing. Overcome challenges with incremental snapshotting and Postgres replication slots.
Automatically Detect and Remediate Degraded Storage in Kafka
Discover an automated system for detecting and remediating degraded storage in Kafka, improving cluster performance and availability. Learn about monitoring, algorithm formulation, and mitigation strategies.
From Raw Data to an Interactive Data App in an Hour - Powered by Snowpark Python
Develop a Streamlit data app to visualize advertising ROI using Snowpark Python. Learn data ingestion, transformation, ML modeling, and interactive visualization techniques.
Time-State Analytics for Multidimensional Event Streams
Explore multidimensional time-state analytics for complex, large-scale metrics tracking. Learn about architectural and algorithmic solutions to improve performance, reduce costs, and simplify development.
Exactly-Once Semantics Revisited: Distributed Transactions Across Flink and Kafka
Explore challenges and improvements in Exactly-Once Semantics for distributed transactions between Apache Flink and Kafka. Learn about proposed protocol changes and enhanced integration for robust data processing.
5-Minute Practical Streaming Techniques That Can Save You Millions
Learn cost-effective streaming optimization techniques to drastically reduce infrastructure expenses. Discover simple SQL methods and advanced strategies for distributed storage and compute stacks.
Side Effects: The Hidden Complexity in Software Development
Explore how side effects impact software complexity and learn industry solutions. Discover connections between microservices, immutable data, functional languages, and event streaming in tackling this fundamental problem.
Learnings of Running Kafka Tiered Storage at Scale
Explore Kafka tiered storage implementation, deployment, and production learnings at scale. Gain insights on principles, workloads, extended features, and issue mitigation for improved scalability and efficiency.
4 Patterns to Jumpstart Your Event-Driven Architecture Journey
Explore key event-driven architecture patterns for robust, decoupled service communication using Apache Kafka. Learn to implement claim-check, content enricher, message translator, and outbox patterns through live demos.
Autoscaling Confluent Cloud: Should We and How Would We?
Explore strategies for autoscaling Confluent Cloud resources. Learn when and how to implement scaling for cloud-based Kafka, handle ephemeral workloads, and create effective monitoring policies for optimal performance.
The Nuts and Bolts of Kafka Streams - An Architectural Deep Dive
Explore Kafka Streams' internal architecture for efficient application deployment and tuning. Learn threading models, partition assignment, and key configurations to optimize performance and scalability.
The Wonderful World of Apache Kafka
Explore Apache Kafka's ecosystem, including Producer and Consumer libraries, Connect, Streams, and Schema Registry. Gain insights for implementing Kafka in your organization.
Analytics: The Final Data Frontier - Why Users Need Your Data and How Pinot Serves It
Explore Apache Pinot's real-time analytics capabilities for user-facing applications, leveraging streaming data from Apache Kafka to deliver rapid insights across diverse business domains.