Measuring K8s Network Performance
Guía práctica para medir el rendimiento de la red en Kubernetes, abordando configuración, ejecución y análisis de pruebas, evitando errores comunes e interpretando resultados para tomar decisiones informadas.
Automated, Distributed Systems Testing for Kubernetes Controllers
Explore automated testing for Kubernetes controllers, addressing challenges like asynchrony and failures. Learn about Sieve, a tool for discovering and fixing critical bugs in popular controllers.
Lessons Learned - Four Years with Emissary-ingress and Envoy
Explore insights from four years of Emissary-ingress development, including challenges, lessons learned, and best practices for leveraging Envoy in Kubernetes environments.
Serving Machine Learning Models at Scale Using KServe
Explore KServe's Multi-Model Serving solution for scalable machine learning deployment, addressing resource limitations and enabling efficient GPU utilization in Kubernetes clusters.
Context Aware Traffic Routing for Stateful Services Using Envoy
Explore context-aware traffic routing for stateful services using Envoy, focusing on custom filters and partial message parsing to enhance routing decisions while maintaining API integrity.
Sparse High-resolution Histograms in the Prometheus TSDB
Explore sparse high-resolution histograms in Prometheus TSDB, covering implementation, storage savings, benchmarks, and future improvements for efficient data handling and visualization.
The Future of Scala Performance on Big Data
Explore Scala's performance improvements for big data, including new benchmarks and optimizations for datacenter workloads. Learn about advancements in Scala's efficiency for large-scale data processing.
Dotty Linker - Precise Types Bring Performance
Explore advanced type systems for optimizing Scala code, reducing performance overhead in generic methods, lazy vals, and closures through the Dotty Linker whole-program optimizer.
The Future of Scala Performance on Big Data
Explore Scala's performance in big data, new benchmarks, and optimizations for datacenter computing. Gain insights into Apache Spark and real-world workload improvements.
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.
Tools for Verified Scala
Explore tools for code verification, synthesis, and repair in Scala, focusing on the Stainless analyzer and its applications in proving program correctness and algebraic properties.
Numbers Every Scala Programmer Should Know
Explore performance optimization in Scala, covering cache hit rates, data alignment, immutability trade-offs, synchronization, and blocking. Learn to analyze and improve code efficiency for modern infrastructures.
Building Safe, More Testable Scala Production Systems at x.ai
Explore key coding patterns, libraries, and architecture lessons for building safe, testable Scala production systems. Learn from x.ai's experience in developing a functional "I/O vs. pure" approach for improved application testability.
The Essence of Testing
Explore the core principles of software testing, focusing on ScalaTest's evolution, propositional and predicate logic, and property-based testing advancements.
Fast Startup and Low Latency - Pick Two
Explore Scala Native for lightweight system programming, enabling fast startup and low latency without JVM complexities. Learn about its features, garbage collection, and performance benchmarks.
sbt 1 by Dale Wijnand and Eugene Yokota
Explore sbt 1's new features and improvements for Scala build management, enhancing productivity and streamlining development workflows.
In Types We Trust
Explore how types and contracts enhance software reliability, with insights on test-driven development, proof algorithms, and Scala's role in building robust systems.
How Are We Going to Migrate to Scala 3.0, Aka Dotty
Explore Scala 3.0 migration strategies, new features, and design principles. Learn about breaking changes, metaprogramming, and the roadmap for transitioning from Scala 2 to 3.
Testing in the Postapocalyptic Future
Explore advanced testing techniques for complex logic, including property-based and mutation testing, to create robust test suites in Scala applications.
ScalaClean - Full Program Static Analysis at Scale
Explore full-program static analysis for Scala, focusing on code quality, dead code removal, and optimization techniques to improve large-scale software projects.
Building Scala with Bazel
Learn to build Scala projects efficiently using Bazel, exploring its advantages, setup process, and integration with popular tools for improved development workflows.