Unlock the Power of Parallel Programming with Intel Parallel Studio XE

Unlock the Power of Parallel Programming with Intel Parallel Studio XE

Table of Contents:

1. Introduction
2. The Concept of the Book
3. Hands-on Approach
4. Co-Authorship
5. Technical Knowledge Requirements
6. Code Examples and Programming Languages
7. Beyond Parallelism: Other Tool Features
8. Architectural Analysis with Amplifier XE
9. Threading Building Blocks
10. Four Stages of Parallel Code Development

📚Chapter 1: Introduction

In this chapter, we will provide an overview of the book and its main objectives. We will briefly discuss the importance of parallelism in programming and its relevance in the context of Intel Parallel Studio. By the end of this chapter, you will have a clear understanding of what to expect from the book and how it aims to help you become proficient in parallel programming.

📚Chapter 2: The Concept of the Book

In this chapter, we will delve into the concept behind the book. Our focus will be on creating a practical resource that allows readers to use the tools effectively. We will explain the difference between a product-oriented book and a theoretical one, highlighting our intention to provide a self-contained, teach-yourself guide on parallelism and the use of Intel Parallel Studio. This chapter will set the foundation for the rest of the book.

📚Chapter 3: Hands-on Approach

One of the key aspects of this book is its hands-on approach to learning parallelism. In this chapter, we will discuss the importance of practical exercises and how they can help you grasp the concepts more effectively. We will highlight the presence of hands-on sections in nearly every chapter, along with their corresponding source code. By the end of this chapter, you will understand the value of practical implementation and how it can enhance your learning experience.

📚Chapter 4: Co-Authorship

In this chapter, we will introduce the co-author of the book, Andrew Stokes. We will provide a brief background on his expertise and explain how his contribution has enriched the content. Co-authorship brings diverse perspectives and insights to the book, making it a comprehensive resource for readers. By the end of this chapter, you will have an understanding of the collaborative effort behind the book.

📚Chapter 5: Technical Knowledge Requirements

Before diving into the technical aspects of parallel programming, it is essential to address the level of technical knowledge required to make the most of this book. In this chapter, we will discuss the assumptions made about the readers' programming skills, particularly in C and C++. We will emphasize that while expertise in C++ is not mandatory, a basic understanding is beneficial. By the end of this chapter, you will have Clarity on the technical prerequisites for successfully navigating through the book.

📚Chapter 6: Code Examples and Programming Languages

This chapter will focus on the code examples used throughout the book and the programming languages involved. We will explain why C and C++ were chosen as the primary languages for the examples and how they cater to readers with diverse programming backgrounds. Additionally, we will touch upon the presence of code downloads for the case studies presented in the later chapters. By the end of this chapter, you will be familiar with the coding aspect of the book and how it aligns with your programming proficiency.

📚Chapter 7: Beyond Parallelism: Other Tool Features

In this chapter, we will explore the broader scope of the book beyond parallelism. We will discuss the inclusion of other features of the Intel Parallel Studio toolset, such as generating safe code, code optimization, and utilizing the reporting features of the compiler. By the end of this chapter, you will understand that the book offers not only parallel programming techniques but also a comprehensive understanding of the toolset's capabilities.

📚Chapter 8: Architectural Analysis with Amplifier XE

This chapter will focus on the use of Amplifier XE for conducting architectural analysis of applications. We will explain how this tool can help you understand the performance of your code on the CPU. While introducing this topic, we will ensure that readers without an extensive background in architecture can grasp the concepts. By the end of this chapter, you will be equipped with the knowledge to analyze the efficiency of your code using Amplifier XE.

📚Chapter 9: Threading Building Blocks

In this chapter, we will explore the use of threading building blocks (TBB) in parallel programming. While this topic will not be covered exhaustively, we will provide examples and guidance on utilizing TBB for specific purposes, such as parallelizing loops. We will refer to James Reinders' book on threading building blocks for readers interested in a more in-depth understanding. By the end of this chapter, you will have a basic knowledge of TBB and its applications in parallel programming.

📚Chapter 10: Four Stages of Parallel Code Development

In this final chapter, we will Present the four stages of parallel code development. We will explain the importance of analyzing hotspots, implementing parallelism, identifying and resolving threading errors, and optimizing parallelism. By following these stages, you will be able to effectively create parallel code. This chapter will tie together all the concepts covered in the book, providing readers with a structured approach to parallel programming.

🔍 Article: A Practical Guide to Parallel Programming with Intel Parallel Studio

Are you interested in exploring the world of parallel programming? Are you seeking a practical resource that can guide you through the process of using Intel Parallel Studio effectively? Look no further! In this article, we will take you on a journey through the pages of a book that aims to make parallelism accessible and comprehensible to programmers of all levels.

📚Chapter 1: Introduction

Parallel programming has become increasingly crucial in harnessing the power of modern computer architectures. The book we're discussing here provides a comprehensive guide to parallel programming using Intel Parallel Studio. It aims to equip readers with the skills and knowledge needed to unlock the full potential of their applications.

📚Chapter 2: The Concept of the Book

Unlike theoretical books on parallelism, this book takes a product-oriented approach, focusing on practical usage of Intel Parallel Studio. The author's intention was to create a self-contained resource that readers can use to teach themselves parallel programming. The concept was to include hands-on sections in every chapter, allowing readers to experiment with the provided source code and apply the techniques directly.

📚Chapter 3: Hands-on Approach

The book's hands-on approach sets it apart from others in the field. Each chapter incorporates practical exercises and examples, enabling readers to gain real-world experience in parallel programming. This approach ensures that the concepts discussed are not only understood but also internalized through active implementation.

📚Chapter 4: Co-Authorship

The book is a collaboration between the main author and Andrew Stokes, a former colleague with extensive knowledge in parallel programming. This co-authorship brings a diverse range of perspectives to the content, offering readers a holistic understanding of the subject matter.

📚Chapter 5: Technical Knowledge Requirements

To make the most of this book, readers should possess basic programming skills in C and C++. While expertise in C++ is not mandatory, a familiarity with the language will enhance the learning experience. The book assumes that readers have a technical background and can write and compile programs.

📚Chapter 6: Code Examples and Programming Languages

The book predominantly utilizes C and C++ for code examples due to their widespread usage and compatibility. However, the code snippets are designed to be accessible to readers with varying levels of experience and expertise in these languages. Additionally, the book includes downloadable code for case studies, allowing readers to practice and apply the concepts covered.

📚Chapter 7: Beyond Parallelism: Other Tool Features

In addition to parallel programming techniques, this book explores other features of Intel Parallel Studio. Topics such as generating safe code, code optimization, and utilizing the compiler's reporting features are covered to provide a comprehensive understanding of the toolset.

📚Chapter 8: Architectural Analysis with Amplifier XE

The book introduces Amplifier XE as a tool for conducting architectural analysis of applications. It empowers readers to assess code performance on the CPU and make informed optimizations. The chapter provides a beginner-friendly introduction to architectural analysis, ensuring that readers of all levels can leverage this powerful tool.

📚Chapter 9: Threading Building Blocks

While not extensively covered, the book touches upon threading building blocks (TBB) and their application in parallel programming. Basic examples and guidance are provided, allowing readers to implement TBB for specific purposes such as parallelizing loops. For those seeking a deeper understanding, a recommended book on TBB by James Reinders is referenced.

📚Chapter 10: Four Stages of Parallel Code Development

The book concludes with a comprehensive exploration of the four stages essential for developing parallel code: hotspot analysis, parallelism implementation, identifying and resolving threading errors, and optimizing parallelism. By following these stages, readers can effectively create parallel code that maximizes performance.

In conclusion, "A Practical Guide to Parallel Programming with Intel Parallel Studio" offers a solid foundation for programmers looking to harness the power of parallelism. With its hands-on approach and comprehensive coverage of Intel Parallel Studio features, this book provides a valuable resource for both beginners and experienced programmers alike.

Pros:

• Practical and hands-on approach.
• Covers various features of Intel Parallel Studio.
• Provides downloadable code for case studies.
• Includes guidance on architectural analysis and threading building blocks.
• Suitable for programmers at different skill levels.

Cons:

• Limited coverage of threading building blocks (TBB).

🌟 Highlights:

• Hands-on approach to parallel programming using Intel Parallel Studio
• Covers code examples, tool features, and architectural analysis
• Addresses technical knowledge requirements
• Includes case studies and practical exercises
• Recommended for both beginners and experienced programmers

FAQ:

Q: Do I need to be an expert in programming to benefit from this book? A: No, the book assumes a basic programming knowledge in C and C++. It caters to readers with varying levels of experience.

Q: Is there any downloadable code available for practicing? A: Yes, the book provides downloadable code for the case studies presented in the later chapters.

Q: How extensively is threading building blocks (TBB) covered in the book? A: The book provides basic examples and guidance on utilizing TBB. For a more in-depth understanding, a recommended book on TBB is referenced.

Resources:

• Intel Parallel Studio
• Threading Building Blocks by James Reinders