A Flight Over the Cloud Native Landscape
Explore 33 CNCF graduated and incubating projects in this visual speed-run, understanding their functions and interconnections within the expanding Cloud Native Computing Landscape.
Migration 101 - From VMs to Kubernetes
Learn to migrate apps from VMs to Kubernetes: Dockerize, create YAML specs, configure routing, perform no-downtime migration, and monitor with logging and metrics tools. Hands-on tutorial for managing hybrid environments.
Toward Hybrid Cloud Serverless Transparency with Lithops Framework
Explore serverless computing for diverse scenarios using Lithops framework. Learn to connect existing code effortlessly, enabling transparent execution of Python across cloud resources without starting from scratch.
Fluent Bit Updates and Stream Processing
Explore Fluent Bit's latest performance updates, multi-worker support, and SQL stream processing features for efficient data routing, filtering, and transformation in cloud-native environments.
Deep Dive - Fluent Bit
Explore Fluent Bit internals, performance optimizations, and 2019 roadmap for logging pipelines. Gain insights from experts on enhancing production environments using Fluentd and Fluent Bit.
Intro - Fluentd
Learn about Fluentd's role in cloud-native logging, including its features for filtering, buffering, and log centralization in Kubernetes environments. Gain insights into observability fundamentals.
Petabyte Scale Logging with Fluentd and Fluent Bit - A Use Case From Intuit
Explore petabyte-scale logging with Fluentd and Fluent Bit, addressing challenges and implementing solutions for reliable buffering, flexible configurations, and backpressure management in large-scale observability systems.
Building a Portable Kubernetes Deployment Pipeline with Argo Workflows and Events
Explore building a portable Kubernetes deployment pipeline using Argo Workflows and Events. Learn best practices for multi-cloud environments, platform portability, and managing scalable cluster configurations.
Noise Cancelling Headphones for Fluent Bit - Powered by Lua
Explore Fluent Bit's Lua filter plugin for IP address enrichment and noise reduction in log data, enhancing security and data engineering workflows.
High Throughput with Low Resource Usage - A Logging Journey
Explore high-throughput logging techniques for distributed environments, focusing on performance optimization, resource efficiency, and data management challenges in Fluent Bit project.
Stream vs. Batch - Leveraging M3 and Thanos for Real-Time Aggregation
Explore real-time aggregation approaches in M3 and Thanos for efficient monitoring of high-volume data in cloud-native applications, comparing stream and batch processing methodologies.
Scaling Machine Learning Workflows to Big Data with Fugue
Learn to scale machine learning workflows from Pandas to distributed computing using Fugue, an open-source abstraction layer. Discover how to port Python code to Spark or Dask with minimal changes, enabling framework-agnostic and scale-agnostic data scie…
Connecting with Prometheus World - Logs and Metrics
Explore unified log and metric collection with Fluent Bit's integration of OpenMetrics and Prometheus, enhancing data management for cloud-native environments.
Scala on the Move
Explore Scala's versatility in diverse projects, from music analysis to robotics and home automation, showcasing its power in data processing, web development, and hardware integration.
Streams, Effects and Beautiful Folds - A Winning Trilogy
Explore building a minimal streaming library using eff for async computations and origami for data extraction, learning to balance complexity and powerful abstractions in Scala.
Patterns for Streaming Telemetry with Akka Streams
Learn patterns for streaming telemetry using Akka Streams, including error handling, grouping, filtering, rate limiting, and concurrency, with practical examples and best practices.
The Promise of Event Driven Programming with Fast Data
Explore event-driven programming, micro-services, and fast data concepts for building scalable systems with feedback control and promise theory.
Keeping the Fun in Apache Spark Datasets and FP
Explore functional programming techniques in Apache Spark Datasets with Holden Karau, focusing on maintaining enjoyment while leveraging powerful data processing capabilities.
Analyzing Pwned Passwords with Apache Spark
Learn to analyze compromised passwords using Apache Spark, exploring data processing techniques and security implications in this Scala Days conference talk.
Ducktape - Holding Scala's Productivity Together
Explore ducktape, a macro-based library for Scala 3 that streamlines JSON handling, reduces boilerplate, and enhances productivity in common development scenarios.
Gallia - Practical Data Transformation in Scala
Explore Gallia, a schema-aware Scala library for practical data transformation. Learn its benefits, usage, and comparison with alternatives like Pandas and Apache Spark through live coding demonstrations.