Mastering Concurrency: From Future To Core

[mitsumi]

Mastering Concurrency: From Future To Core
Published 3/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.81 GB | Duration: 1h 51m

Learn how to maximize the concurrency performance of your Scala application

What you'll learn
Develop the ability to analyze and identify concurrency issues in Scala applications, and learn how to fix them using practical examples.
This hands-on course is suitable for both beginner and experienced Scala developers looking to improve their understanding of concurrency
Learn by hands-on examples how to fix concurrency issues
Understand how different thread pool are required and used
Learn to analyze concurrency issues on the JVM
Configure applications like Play Framework correctly
Requirements
Basic understanding about Scala and Futures
Description
If you are a software developer looking to improve your understanding of concurrency in Scala applications, then the Building Concurrency in Scala course is for you. Led by a Senior Scala Developer with over 15 years of experience, this hands-on course will provide you with the knowledge and tools needed to identify and fix concurrency pitfalls.Throughout the course, you will learn about the importance of thread pools, how to deal with blocking IO, and how frameworks apply concurrency. You will also gain a deeper understanding of different ThreadPools and how to use them correctly, as well as how to monitor and tweak your applications to improve throughput or latency.This course is designed for beginners who are familiar with Futures and experienced developers who want to gain a deeper understanding of Scala concurrency. It is hands-on, with step-by-step examples that simulate real-world applications. You will build small applications with performance issues, analyze them, and fix them.Misusing execution contexts and thread pools can lead to poor throughput and overloaded systems. Therefore, understanding how the JVM internally works and having the right tools to analyze the problem is crucial for achieving high-performance applications. Many Scala frameworks, including Play, have dedicated chapters for the correct configuration of concurrency, highlighting the importance of properly configured concurrency.In summary, if you want to improve your understanding of concurrency in Scala applications and learn how to identify and fix concurrency pitfalls, this hands-on Building Concurrency in Scala course is for you.
Overview
Section 1: Introduction
Lecture 1 Introduction
Section 2: Scaling computation on a CPU
Lecture 2 Intro
Lecture 3 Identify the limits of a synchronous application
Lecture 4 How to identify concurrency issues
Section 3: All cores on deck
Lecture 5 Intro
Lecture 6 Enable concurrent processing
Lecture 7 Await asynchronous computation
Lecture 8 From Future to Core
Lecture 9 Going full core with the ForkJoinPool
Lecture 10 The inner workings of a thread pool
Section 4: Orchestrate CPU and IO
Lecture 11 Intro
Lecture 12 Build a real-world application with IO and computation
Lecture 13 Which thread pool should you use?
Section 5: Working with Scala Frameworks
Lecture 14 Intro
Lecture 15 Play Framework
Lecture 16 Play - Naive Approach
Lecture 17 Play - Blocking Thread Pool
Lecture 18 Cats Effects
Section 6: Summary
Lecture 19 Outro
This course is aimed at Scala developers who want to learn how to optimize concurrency performance.,This course is designed for developers who are interested in learning how to properly configure thread pools and concurrency in their applications.

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