Parallel Programming in Scala: Concurrency and Performance
Learn how to write efficient, thread-safe, and parallel applications in Scala to leverage the full power of modern multi-core processors.
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With modern computers and mobile devices housing multiple CPU cores, writing sequential code limits your application's true potential. Harnessing parallel execution in Scala allows you to build highly responsive, high-performance software. This course guides you from foundational concurrency concepts to writing robust parallel programs. You will understand how to safely split tasks, manage shared state, and utilize Scala's powerful standard library features to execute operations concurrently without common multithreading pitfalls. What you'll learn: Understand the fundamental differences between parallelism, concurrency, and asynchronous execution; Configure and manage threads safely while learning to avoid deadlocks and race conditions; Utilize Scala Futures and Promises to handle asynchronous computations cleanly; Apply parallel collections to accelerate data processing pipelines with minimal code changes; Practice using modern JVM concurrency utilities and task-parallelism abstractions; Learn modern Scala features for structured concurrency and asynchronous programming patterns. The course begins with essential terminology and the theoretical foundations of JVM concurrency. You will then progress through step-by-step written explanations, reading practical code examples that demonstrate asynchronous tasks, parallel collections, and safe state synchronization. This text-only course is designed for developers who have a basic understanding of Scala and want to transition into writing parallel and concurrent applications. No prior experience with multithreading is required. Start reading today to unlock the full processing power of modern multi-core systems.
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2 oras 42 min ng practical content
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