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.
Fundamentals of Parallelism on Intel Architecture
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Fundamentals of Parallelism on Intel Architecture
英特尔
課程信息
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您將獲得的技能
Distributed ComputingComputer ArchitectureOpenmpParallel Computing
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中級
完成時間大約為8 小時
建議：5 hours/week
英語（English）
字幕：英語（English）
教學大綱 - 您將從這門課程中學到什麼
完成時間為 3 小時
Modern Code
In the Introduction we will learn...
完成時間為 3 小時
7 個視頻 （總計 41 分鐘）, 1 個閱讀材料, 3 個測驗
7 個視頻
1.1 Why this course?5分鐘
1.2 How Computers Get Faster6分鐘
1.3 Intel Architecture6分鐘
1.4 Modern Code5分鐘
1.5 What You Are Going To Learn1分鐘
1.6 Remote Access11分鐘
1 個閱讀材料
Modern Code10分鐘
1 個練習
Modern code10分鐘
完成時間為 3 小時
Vectorization
完成時間為 3 小時
13 個視頻 （總計 72 分鐘）, 3 個閱讀材料, 2 個測驗
13 個視頻
2.2 Vectorizing Your Code5分鐘
2.3.1 Automatic Vectorization5分鐘
2.3.2 Will This Vectorize?15分鐘
2.4 Guided Automatic Vectorization4分鐘
2.8.1 Stencil Introduction2分鐘
2.8 Stencil9分鐘
2.5 SIMD-Enabled Functions3分鐘
2.6 Vector Dependence5分鐘
2.7 Strip Mining1分鐘
Numerical Integration Introduction2分鐘
2.9 Integral Vectorization8分鐘
2.10 Learn More1分鐘
3 個閱讀材料
Vectorization10分鐘
Code Download10分鐘
Code Download10分鐘
1 個練習
Vectorization10分鐘
完成時間為 2 小時
Multithreading with OpenMP
完成時間為 2 小時
10 個視頻 （總計 41 分鐘）, 3 個閱讀材料, 2 個測驗
10 個視頻
Demo: Forks9分鐘
3.2 Creating Threads4分鐘
3.3 Variable Sharing1分鐘
3.4 Parallel Loops5分鐘
3.5 Data Races Mutexes4分鐘
3.7 Parallel Reduction4分鐘
Stencil Introduction2分鐘
Stencil Demonstration3分鐘
Learn More1分鐘
3 個閱讀材料
Multithreading with OpenMP10分鐘
Code Download10分鐘
Code Download10分鐘
1 個練習
OpenMP14分鐘
完成時間為 3 小時
Memory Traffic
完成時間為 3 小時
14 個視頻 （總計 57 分鐘）, 3 個閱讀材料, 2 個測驗
14 個視頻
4.2 Memory Hierarchy7分鐘
4.3 High Bandwidth Memory3分鐘
4.4 Memory Allocation1分鐘
Stencil Introduction2分鐘
Demo: Stencil with numactl3分鐘
Demo: Stencil with Memkind3分鐘
4.5 Bypassing Caches2分鐘
Stencil Demonstration-Nontemporal1分鐘
Stencil Demonstration-Char3分鐘
4.6 Locality in Space7分鐘
4.7 Locality in Time8分鐘
Integral Introduction2分鐘
Integral Demonstration28
3 個閱讀材料
Memory Traffic10分鐘
Code Download10分鐘
Code Download10分鐘
1 個練習
Memory traffic16分鐘
審閱
4.6
來自FUNDAMENTALS OF PARALLELISM ON INTEL ARCHITECTURE的熱門評論
由 AL 提供Feb 18, 2018
A very good course with excellent material to enhance your knowledge. The quality of some videos could be improved (sudden changes/gaps).
由 BS 提供Oct 23, 2019
This was a very good experience and I will get additional marks for this in Computer Architecture Thanks to Coursera
由 AV 提供Aug 30, 2018
Nice course, really enjoyed every challenge in the course. Well laid out goals for a Computer Science student.
由 JT 提供Sep 21, 2019
It was a nice course. I got a chance to learn many things, and worked really hard to complete the course.
由 KS 提供Oct 16, 2019
Best Course for me as a beginner in understanding the concepts of parallel programming.
由 NR 提供Oct 29, 2019
The course was a wonderful insight into the world of parallelism. Thanks for the same.
由 MK 提供Mar 12, 2020
Very good course highly recommend, wish they continued the series to higher levels.
由 SP 提供Oct 27, 2019
I HAVE LEARNT A LOT FROM THIS COURSE AND GOT COMPLETE KNOWLEDGE ABOUT PARALLELISM
由 UB 提供Nov 7, 2019
the course was amazing and i get to learn a lot of new things through this course
由 S 提供Nov 7, 2019
best learning space but too costly would be more helpful if less than 10 dollars
由 LL 提供Nov 2, 2019
Had an amazing learning session with this course material. Thans to Coursera.
由 RG 提供Oct 5, 2019
No other alternative here, basically. Where are other courses from series?
由 MS 提供Oct 13, 2019
I Think This is tyhe one of thebest useful courses to learn.Keep Learning
由 RV 提供May 13, 2018
Please bring advance courses by Intel also such as FPGA based courses.
由 RS 提供Jan 25, 2018
Highly informative course with a steep learning curve but fruitful.
由 HK 提供Feb 7, 2020
An excellent course with great exercises. Highly recommended
由 JP 提供Sep 2, 2018
A very, very helpful course for learning parallel computing.
由 RP 提供Dec 14, 2019
Overall Nice experience during the whole course duration.
由 AT 提供Oct 31, 2019
Good course. Assignments need to be explained clearly.
由 AW 提供Mar 21, 2018
very nice course, good lecturer! I really enjoyed it!
關於 英特尔
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