Immutable Collections in Java - Persistent Collections and Their Applications
Explore persistent collections in JVM languages, their structure, benefits, and performance. Learn how they integrate with Java APIs and assess their suitability for your projects.
Scala War Stories - Challenges and Lessons from JVM Language Development
Explore Scala's intricacies, challenges, and quirks with Paul Phillips as he shares war stories and insights on language design, unification, primitives, and unexpected behaviors.
Java 19 Features in Action - Building a GitHub Crawler
Explore Java 19's new features like virtual threads, structured concurrency, sealed types, and pattern matching in action through a practical GitHub crawler implementation.
Java 8 to 18: Most Important Changes in the Java Platform
Explore key Java platform changes from versions 8 to 18, including new features, performance improvements, and tools for better development and deployment of Java applications.
Leveraging Java 17 Features to Create a Wordle Checker
Learn to build a Wordle Checker using Java 17's new features like Records, Switch Expressions, and Pattern Matching. Improve code readability while implementing complex algorithms.
Accelerating Scala Workloads on Oracle GraalVM Enterprise
Discover how GraalVM Enterprise optimizes Scala applications, enhances microservices for cloud deployment, and accelerates development processes for improved performance and efficiency.
Safe, Concise, Performant Code with the Scala Programming Language
Discover Scala's unique blend of conciseness and performance. This talk explores how Scala combines elegance with scalability, from simple REPL one-liners to complex real-world applications.
Well-typed Programs Can Go Wrong - Enhancing the Reliability of Type Checkers in Compilers
Explore how static typing bugs in compilers impact software development and learn about efforts to enhance type checker reliability through randomized testing.
Scala-Powered Strategies for Building Fault-Tolerant Systems
Explore Scala-based strategies for building resilient systems, covering bulkhead, caching, config management, fallback mechanisms, retries, and circuit breakers.
Simple Reference Immutability for System F-sub
Explore reference immutability in hybrid languages, focusing on interactions with higher-order functions, polymorphism, and subtyping in System F-sub. Gain insights into taming mutation in modern programming paradigms.
Type-Safe Dynamic Placement with First-Class Placed Values
Explore type-safe dynamic placement in distributed systems using first-class placed values. Learn about Dyno, a language enabling static reasoning with dynamic placement flexibility.
Gatling Beginner Tutorial - How to Run From Command Line
Learn to set up and run Gatling performance tests from the command line, covering project setup, IDE configuration, and executing simulations with Maven.
Gatling Beginner Tutorial - Feeders Demo - How to Use CSV Files
Learn to use CSV files as data sources in Gatling performance tests. Explore feeder strategies, implement feeders in scripts, and effectively utilize test data for more realistic load testing scenarios.
Gatling Beginner Tutorial - Maven, Project, Scripts, Execution & Reporting
Learn to set up, record, and execute performance tests using Gatling with Maven and IntelliJ IDEA. Covers project setup, script creation, and report analysis for beginners.
Boston Data Mining - A High-Performance Implementation of Bayesian Clustering
Explore Bayesian nonparametric methods and probabilistic machine learning, focusing on the Chinese Restaurant Process for clustering. Learn optimization strategies for applying these models to big data.
Managing Reference Data with Sirius - Not-So-Big Data After All
Explore managing reference data with Sirius, an open-source library for efficient data access and distributed systems management. Learn architecture, use cases, and real-world applications.
Building a Recommender: Best Practices with Apache Mahout and Solr - Emerging Technologies 2014
Building a recommender system using Apache Mahout and Solr: best practices, data selection, co-occurrence analysis, and deployment techniques for rapid, production-ready recommendations.
Free as in Monads - Understanding and Applying Free Monads - Lecture 44
Explore the Free monad concept through live coding, understanding its origins, applications, and powerful impact on software development. Learn how to derive and utilize this abstraction for solving complex problems.
Journey to the Centre of the JVM - Exploring CPU Architecture and Memory Models
Explore CPU architecture, memory models, and JVM intrinsics through functional abstractions, unraveling a complex bug in Scala implementation across different hardware.
When is an ADT Not an ADT? - Modeling Data Types in Programming
Explore data representation in programming, comparing OOP and FP approaches. Learn about tradeoffs and design choices for clear, efficient code in a simple programming language example.
Scala and Spark in the New Deep Learning Era
Explore integrating large language models into big data infrastructures using Apache Spark, Scala, and BigDL. Learn distributed fine-tuning for pre-trained models and their representation as Spark estimators.