Postcapitalism
Exploring how open-source software disrupts capitalism, examining economic transitions, and discussing strategies for companies to remain relevant in a world of free software.
Distributed Real-Time Stream Processing - Why and How
Explore state-of-the-art open-source distributed streaming frameworks, their trade-offs, use-cases, and selection criteria. Learn about Spark Streaming, Storm, Samza, and Flink for modern data processing challenges.
Scala - The Unpredicted Lingua Franca for Data Science
Explore Scala's emergence as a key language for data science, covering its features, integration with Spark, and advantages over traditional options like Python and R.
Swave - A Fresh Reactive Streams Implementation
Explore Swave, a high-performance Reactive Streams implementation for Scala. Learn its design, features, and advantages over existing solutions for asynchronous stream processing.
Scala and the JVM as a Big Data Platform - Lessons from Apache Spark
Explore Scala's advantages for Big Data, focusing on Apache Spark. Learn about JVM optimizations and Spark's Tungsten project for improved performance in data processing.
Data in Motion - Streaming Static Data Efficiently in Akka Persistence
Explore efficient streaming of static data in Akka Persistence, focusing on architecture, implementation, and performance tuning for distributed systems and enterprise applications.
Connecting Reactive Applications with Fast Data Using Reactive Streams
Explore integrating Spark Streaming with reactive applications using Reactive Streams. Learn about Spark's streaming model, back pressure support, and see a demo of a fully integrated reactive system.
Machine Learning with Scala on Spark
Explore machine learning with Spark and Scala, comparing frameworks, discussing advantages, and addressing challenges in data science. Gain insights into Spark.ml's capabilities and potential for predictive modeling.
Build a Recommender System in Apache Spark and Integrate it Using Akka
Learn to build and integrate a recommender system using Apache Spark and Akka HTTP. Discover the basics of machine learning and how to implement it in your applications for personalized recommendations.
Roll Your Own Shapeless
Explore advanced Scala type system techniques to recreate Shapeless framework elements, focusing on HList, context-dependence, and Peano arithmetic without macros.
Visualize Your Data Structures
Explore Reftree, a Scala library for creating diagrams and animations of data structures. Learn how functional programming techniques enhance visualization implementation.
Introduction to Code Generation with Scalameta
Explore scalameta for code generation in Scala. Learn basics, composable DSL, and advanced use cases. Includes live demo and discussion on potential applications and comparison with traditional macros.
Stream Away with Scala
Explore functional programming concepts for streaming data processing, focusing on real-time robot control using Scala. Learn about Potassium framework, Akka actors, and data visualization with React and Scala.js.
Fault Tolerance in Distributed Systems - A Case Study in Apache Spark
Explore fault tolerance in distributed systems through Apache Spark, examining design principles, challenges, and lessons for building robust systems and understanding their limitations.
Extending Spark Machine Learning - Beyond Linear Regression
Explore Spark's ML pipelines, learn to integrate custom tools, and understand how to build and customize advanced machine learning models for big data applications.
Bootstrapping Microservices Using Akka, Kafka, and Spark
Explore real-time data platforms using Kafka, Spark Streaming, and Akka. Learn about unified data transfer protocols, topic management, and scalable ingestion for modern microservices architecture.
Learn You Akka Streams for Great Good
Learn essential and advanced Akka Streams features through live coding and demos. Covers materialized values, cyclic graphs, and practical applications in Scala for efficient stream processing.
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.
Adventures in Metaprogramming - Macros versus Shapeless
Explore metaprogramming techniques in Scala, comparing macros, shapeless, and code generation to eliminate boilerplate and improve code maintainability for intermediate developers.
Bifurcation Without Schism - The Scala Ecosystem
Explore Scala's ecosystem duality: functional programming vs. practical development. Discover challenges, opportunities, and strategies for leveraging this unique community structure to create powerful libraries and a productive language.
Uniting Church and State - FP and OO Together
Explore Church encoding to combine functional and object-oriented programming, achieving simple semantics and high performance in time series analysis for large-scale data processing.