This course will introduce you to the multiple forms of parallelism found in modern Intel architecture processors and teach you the programming frameworks for handling this parallelism in applications. You will get access to a cluster of modern manycore processors (Intel Xeon Phi architecture) for experiments with graded programming exercises.
Offered By
Fundamentals of Parallelism on Intel Architecture
IntelAbout this Course
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Intermediate Level
Approx. 13 hours to complete
English
Subtitles: English
Skills you will gain
Distributed ComputingComputer ArchitectureOpenmpParallel Computing
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Intermediate Level
Approx. 13 hours to complete
English
Subtitles: English
Offered by
Intel
The Intel® Developer Zone offers tools and how-to information to enable cross-platform app development through platform and technology information, code samples, and peer expertise in order to help developers innovate and succeed. Join communities for the Internet of Things, Artificial Intelligence, Virtual Reality, Persistent Memory & Game Dev to download tools, access dev kits, share ideas with like-minded developers, and participate in hackathons, contests, roadshows, and local events.
Syllabus - What you will learn from this course
3 hours to complete
Modern Code
In the Introduction we will learn...
3 hours to complete
7 videos (Total 41 min), 1 reading, 3 quizzes
7 videos
1.1 Why this course?5m
1.2 How Computers Get Faster6m
1.3 Intel Architecture6m
1.4 Modern Code5m
1.5 What You Are Going To Learn1m
1.6 Remote Access11m
1 reading
Modern Code10m
1 practice exercise
Modern code10m
3 hours to complete
Vectorization
3 hours to complete
13 videos (Total 72 min), 3 readings, 2 quizzes
13 videos
2.2 Vectorizing Your Code5m
2.3.1 Automatic Vectorization5m
2.3.2 Will This Vectorize?15m
2.4 Guided Automatic Vectorization4m
2.8.1 Stencil Introduction2m
2.8 Stencil9m
2.5 SIMD-Enabled Functions3m
2.6 Vector Dependence5m
2.7 Strip Mining1m
Numerical Integration Introduction2m
2.9 Integral Vectorization8m
2.10 Learn More1m
3 readings
Vectorization10m
Code Download10m
Code Download10m
1 practice exercise
Vectorization10m
2 hours to complete
Multithreading with OpenMP
2 hours to complete
10 videos (Total 41 min), 3 readings, 2 quizzes
10 videos
Demo: Forks9m
3.2 Creating Threads4m
3.3 Variable Sharing1m
3.4 Parallel Loops5m
3.5 Data Races Mutexes4m
3.7 Parallel Reduction4m
Stencil Introduction2m
Stencil Demonstration3m
Learn More1m
3 readings
Multithreading with OpenMP10m
Code Download10m
Code Download10m
1 practice exercise
OpenMP14m
3 hours to complete
Memory Traffic
3 hours to complete
14 videos (Total 57 min), 3 readings, 2 quizzes
14 videos
4.2 Memory Hierarchy7m
4.3 High Bandwidth Memory3m
4.4 Memory Allocation1m
Stencil Introduction2m
Demo: Stencil with numactl3m
Demo: Stencil with Memkind3m
4.5 Bypassing Caches2m
Stencil Demonstration-Nontemporal1m
Stencil Demonstration-Char3m
4.6 Locality in Space7m
4.7 Locality in Time8m
Integral Introduction2m
Integral Demonstration28s
3 readings
Memory Traffic10m
Code Download10m
Code Download10m
1 practice exercise
Memory traffic16m
Reviews
TOP REVIEWS FROM FUNDAMENTALS OF PARALLELISM ON INTEL ARCHITECTURE
by PYMay 1, 2020
This coursework helped me to know the working of Intel architecture. How to optimize the code over the existing architecture with the help of vectorization and multithreading.
by ALFeb 18, 2018
A very good course with excellent material to enhance your knowledge. The quality of some videos could be improved (sudden changes/gaps).
by BSOct 23, 2019
This was a very good experience and I will get additional marks for this in Computer Architecture Thanks to Coursera
by AVAug 30, 2018
Nice course, really enjoyed every challenge in the course. Well laid out goals for a Computer Science student.
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