Download Hardware-Software Interactions: Concurrency & Computing

What you would learn in Hardware-Software Interactions: Concurrency & Computing course?

Welcome to this class. Beginning with the standard method of concurrency, you'll learn how to write multi-threaded concurrent programs and create methods that don't require locking. Until recently, programs became quicker by themselves when processors were upgraded, but that does not occur anymore. The speed of clocks of modern processors has surpassed the maximum, and while new processors offer minor improvements to existing programs, they only help a little. To write effective software, you need to learn how to program effectively by making the best use of the computing resources. This course will show you how to achieve this. This course will help you'll examine the notions of granularity in parallelism, as well as coarse-grained and fine-grained parallel tasks by choosing a parallel programming structure and then dividing the task most efficiently. Learn how to utilize the task parallel library cancellations, timeouts, and cancellations and how to manage mistakes. You'll be able to select the proper data structure for a particular parallel algorithm that will allow for speed and scalability.

Additionally, you will learn about server scalability, asynchronous operations, thread pools, and how to write traditional applications that are responsive. This course will cover all the essential aspects of writing efficient software that uses memory and CPU resources efficiently while avoiding unnecessary computations—measuring the performance of your application and how to make use of multithreading and concurrency to use. Learn about compiler optimizations and how to utilize the programming language to its fullest. Additionally, you'll be able to understand the impact of design choices on the performance of your computer.

After the course, you'll be able to diagnose and fix common issues that may arise with processors, compilers, and multithreaded software.

Course Content:

• Learn to Write Effective Programming
• Learn to write high-performance applications that get every last amount of performance from your hardware
• Learn to understand and appreciate the concept of concurrency
• Find out how you can maximize the performance of your processors, caches, memory, and CPUs
• Learn to assess the effectiveness of your business.

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