written in front
If the steam engine is the engine of the industrial revolution, and the generator is the engine of the electrical age, then the computer is the engine of the digital information age, and the supercomputer is the engine that leads scientific computing innovation and climbs new heights.
Now, the development of public cloud is in full swing, and the concept of cloud is deeply rooted in the hearts of the people. Many cities in our country are also committed to building supercomputing centers. But people always think that supercomputing centers and public clouds are two cars running on two roads, and there is no intersection at all. Is it really like this? We will discuss and answer this question in the book "Computing Economy: From Supercomputing to Cloud Computing".
Computing power, data, AI - the three carriages of technological development
The work of the creator of the concept of computing power economy
A profound interpretation of the future of supercomputing!
This book discusses why supercomputers are needed, what kind of problems supercomputers can solve, the evolution and development of supercomputers, and the integration and development of supercomputing and cloud computing. I hope readers have a deep understanding of the above issues. For those CIOs who hope or are building supercomputers, this book can provide them with construction methods and directions, technical tips and experience sharing.
I hope this book can help more people understand high-performance computing, make good use of high-performance computing computing power services, and let the computing power economy play a greater role.
brief introduction
Computing power, data, and AI have become the three carriages that drive the technological development of today's society, and computing power is also developing from traditional supercomputing to cloud supercomputing. This book aims to discuss the new development of computing power brought about by the integration of supercomputing and cloud computing, introduce some current practices and explorations in the field of computing power, from theory to engineering, and help readers understand the key technologies and concepts of supercomputing. Future development, so as to better apply and develop high-performance technology.
reader audience
1. The person in charge of enterprise technology.
2. Technicians in computing power and supercomputing fields
3 Readers who want to understand computing power economy and supercomputing
Table of contents
Contents directory
Table of contents
Introduction
Preface two
Preface three
foreword
Chapter 1 What is a Supercomputer 1
1.1 A brief history of supercomputers 2
1.2 Modern supercomputers 8
1.2.1 Parallel Computing and Concurrent Computing 11
1.2.2 Distributed Computing System 12
1.2.3 Energy use and thermal management of supercomputers 25
1.3 Development of supercomputers 26
1.3.1 The concept and importance of quantum computers 30
1.3.2 Quantum entanglement in quantum computers 30
1.3.3 Research and development of quantum computers 31
1.3.4 Future supercomputers 32
1.4 Supercomputing and computing power economy 33
Chapter 2 Supercomputers and Their Applications 43
2.1 Supercomputer is the engine of technological R&D and innovation44
2.1.1 Per capita computing power consumption reflects a country's technological innovation level 44
2.1.2 Supercomputer and artificial intelligence 46
2.1.3 Supercomputer and machine learning 48
2.1.4 Applications of supercomputers 49
2.2 Supercomputer and Industrial Intelligent Manufacturing 55
2.2.1 The next era of CAE is digital twin 56
2.2.2 Artificial intelligence combined with HPC to improve manufacturing efficiency 59
2.2.3 Industry 4.0 and HPC 60
2.3 The integration of supercomputer, artificial intelligence and big data 63
2.3.1 Integration of supercomputers, artificial intelligence and big data
is an inevitable trend63
2.3.2 Cases of Convergence 68
Chapter 3 Construction and Management of Supercomputers 71
3.1 Supercomputer cluster construction 72
3.1.1 What you need to know before building an HPC cluster 72
3.1.2 Factors to be considered in building HPC clusters 79
3.1.3 Building an HPC cluster 88
3.2 Application Integration Platform and Scheduling Engine 95
3.2.1 Cluster scheduling software and application integration platform 96
3.2.2 SD-WAN and multi-site HPC resource pool sharing 103
3.3 The development of supercomputing in my country 103
3.3.1 China's TOP100 ranking and the world's TOP500 ranking 103
3.3.2 Shanghai Supercomputing Center assists engineering simulation application 116
3.3.3 Sunway TaihuLight: an independently developed super
computer boilerplate 123
Chapter 4 Supercomputing and Cloud Computing 131
4.1 Traditional supercomputing and cloud computing 133
4.1.1 The difference between supercomputing and cloud computing 133
4.1.2 The economics of supercomputing and cloud computing 134
4.2 Convergence of supercomputing and cloud computing 138
4.2.1 Supercomputing to the cloud is the general trend 138
4.2.2 World-renowned high-performance computing cloud providers 141
4.2.3 Supercomputing moves closer to the cloud 144
4.2.4 Elastic Cluster-as-a-Service for High Performance Computing Cloud 148
4.2.5 Amazon HPC Cloud 151
4.2.6 my country's supercomputing cloud situation 164
4.3 my country's supercomputing cloud 165
4.3.1 Supercomputing Cloud and Cloud Supercomputing 165
4.3.2 Alibaba Cloud's E-HPC 167
4.3.3 Supercomputing Cloud in Beijing Super Cloud Computing Center 179
References 185
Postscript and Acknowledgments 189
more introduction
Welfare at the end of the article
In order to repay the support of fans, we will send out 3 physical books "Computing Power Economy: From Supercomputing to Cloud Computing" with free shipping;
Quickly click here to learn more about the book donation: [Community Welfare] Send a few books "Computing Power Economy: From Supercomputing to Cloud Computing"-CSDN Community