Typelevel in 2016
Overview of Typelevel ecosystem in 2016, highlighting project collaborations, community growth, and the Typelevel Scala fork. Explores integrations, new arrivals, and future developments in the Scala landscape.
Dotty Support in IntelliJ IDEA
Explore Dotty's differences from Scala and its support in IntelliJ IDEA, covering type systems, language features, and build processes for Scala developers.
Perfect Scalability
Explore architectural constraints for near-linear system scalability, examining real-world design approaches, tools, and techniques to achieve extreme load handling and avoid common pitfalls.
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.
Programming with Futures, Lattices and Quiescence
Explores extending Scala's futures with lattices and quiescence, enabling multiple updates and cyclic dependency resolution. Discusses applications in concurrent static analysis frameworks like OPAL.
Reactive Microservices with Akka and Docker
Explore building elastic and resilient distributed systems using Akka toolkit and Docker, with a focus on creating Reactive microservices through live demonstrations.
Dotty Linker - Precise Types Bring Performance
Explore how advanced type systems drive powerful optimizations in Scala, reducing performance overhead for generic methods, lazy vals, implicit conversions, and closures through the Dotty Linker.
Reactors - Road to Composable Distributed Computing
Explore composable distributed computing with the reactor model, comparing it to actors and showcasing the Reactors.IO framework for building reusable, scalable systems in Scala.
Using Actors for the Internet of Lego Trains
Explore IoT applications using Scala and Akka for Lego trains, comparing remote actors to REST endpoints. Includes live demo of a Raspberry Pi-controlled Lego train system with various IoT components.
@inline and @specialized - What Do They Do? Should I Be Using Them?
Explore @inline and @specialized annotations in Scala, their performance impacts, and usage guidelines. Learn about other useful annotations like @elidable, @strictfp, @switch, and @varargs.
Being Creative with Genetic Algorithms and Typeclasses
Explore genetic algorithms and typeclasses in Scala, demonstrating their power through hands-on examples, testing with ScalaCheck, and creative visual solutions.
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.
Scalan - A Reasonably Typed Meta Programming Framework in Scala
Explore Scalan's unique meta-programming approach for Scala, focusing on graph-based IR, functional optimizations, and type-safe program transformations. Learn to enhance domain-specific libraries with performance optimizations.
Monitoring Reactive Applications
Explore monitoring challenges and solutions for reactive applications, including tracing techniques and best practices for cloud-based architectures.
Introducing the Scala Center
Heather Miller introduces the Scala Center, discussing its mission, educational initiatives, community development efforts, and future plans for advancing the Scala programming language ecosystem.
Akka JS - Drop Your Actors Outside the JVM Boundaries
Explore porting Akka to Scala.js, enabling unified concurrent programming across JVM and JavaScript environments. Learn about challenges, implementations, and future plans for this ambitious project.
Rust - Confident, Productive Systems Programming
Explore Rust's ownership concept for safe, efficient systems programming. Learn about memory management, concurrency, abstraction, and Rust's community-driven evolution.
Jepsen 7 - Anna Concurrenina
Exploring the diverse ways distributed systems can fail, using Tolstoy's insight to analyze database breakdowns and their consequences in computer networks.
What's Different in Dotty
Explore Dotty, the next iteration of Scala, with Martin Odersky. Learn about major changes, innovations, and new features that enhance program legibility and safety in this comprehensive keynote.