Modern C++ Concurrency in Depth
What you'll learn
- Build lock free and lock based thread safe data structures and algorithms which harvest the power of modern day multi-core processors
Requirements
- basic of c++ programming , some knowledge about data structures and algorithms would be helpful
Description
C++ programming language can be categorized under many topics. Some say its a general purpose programming language, some say its a object oriented version of C, but above all i liked to categorized under system programming language. One characteristic of any system programming language including C++ is that language should be able to execute faster compare to other languages like java etc.
C++ paradigm took sharp turn with the introduction of C++11 standards. The most notable difference with previous version is the introduction of new memory model. Memory model is the key part of any language, and the performance of all the functionalities depends on that language memory model. With new c++ memory model, we can exploit tremendous power of modern multi core processors.
Programming a proper C++ code with better memory reclaim mechanism is tough task. But if we want to code thread safe code which can harvest underline processors true power is much more difficult task. In this course we will have in depth discussion on C++ concurrency features including memory model. We will implements thread safe data structures and algorithms, both lock based manner and lock free manner. Proper lock free implementations of data structures and algorithms will provide unprecedented performance output. Let me listed down key aspects we cover in this course below.
1.Basics of C++ concurrency(threads, mutex, package_task, future ,async, promise)
2.Lock based thread safe implementation of data structures and algorithms.
3.C++ memory model.
4.Lock free implementation of data structures and algorithms.
5. Proper memory reclaim mechanism for lock free data structures.
6. Design aspects of concurrent code.
7. In depth discussion on thread pools
Who this course is for:
- Anyone who wants to widen you skills with c++ programming.
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Course content
- Preview10:30
- 01:04Quiz : Parallel programming in general
- Preview05:37
- 00:55Programming exercise 1 : Launching the threads
- 04:17Joinability of threads
- 04:11Join and detach functions
- 05:30How to handle join, in exception scenarios
- 02:03Programming exercise 2 : Trivial sale a ship model
- 04:07How to pass parameters to a thread
- 03:19Problematic situations may arise when passing parameters to a thread
- 03:24Transferring ownership of a thread
- 05:10Some useful operations on thread
- 01:59Programming excersice 3 : Sail a ship with work queues
- 03:39Parallel accumulate - algorithm explanation
- 08:30Parallel accumulate algorithm implementation
- 4 questionsThread management
Instructor
- 4.2 Instructor Rating
- 1,349 Reviews
- 11,002 Students
- 3 Courses
Software engineer with years of experience in industry with c++ and java programming language. And entrepreneur and founder of intellect. creator of GPU MLIB library which provides GPU optimized parallel implementation of machine learning algorithms. My current project include fashion design framework which allows user to get the live fit on room experience. I am graduate on electrical and information engineering and i currently reading for master in artificial intelligence.