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This book is for programmers who want to write faster and more reliable programs. By learning how programs are mapped onto the system and executed, readers will better understand why programs behave the way they do and how inefficiencies arise. Computer systems are viewed broadly, comprising processor and memory hardware, compiler, operating system, and networking environment. With its programmer's perspective, readers can clearly see how learning about the inner workings of computer systems will help their further development as computer scientists and engineers. It also helps prepare them for further study in computer architecture, operating systems, compilers, and networking.

Topics include: data representations, machine-level representations of C programs, processor architecture, program optimization, memory hierarchy, linking, exceptional control flow, virtual memory and memory management, system-level 1/O, network programming, and concurrent programming. The coverage focuses on how these areas affect application and system programmers. For example, when covering data representations, it considers how the finite representations used to represent numbers can approximate integer and real numbers, but with limitations that must be understood by programmers. When covering caching, it discusses how the ordering of loop indices in matrix code can affect program performance. When covering networking, it describes how a concurrent server can efficiently handle requests from multiple clients.

The book is based on Intel-compatible (IA32) machines executing C programs on Unix or related operating systems such as Linux. Some familiarity with C orC++ is assumed, although hints are included to help readers making the transition from Java to C.

A complete set of resources, including labs and assignments, lecture notes, and code examples are available via the book's Web site at

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Product Details

  • ISBN-13: 9780130340740
  • Publisher: Prentice Hall
  • Publication date: 8/13/2002
  • Edition description: Older Edition
  • Edition number: 1
  • Pages: 1008
  • Product dimensions: 7.54 (w) x 9.54 (h) x 1.59 (d)

Meet the Author

Randal E. Bryant received the Bachelor's degree from the University of Michigan in 1973 and then attended graduate school at the Massachusetts Institute of Technology, receiving the Ph.D. degree in computer science in 1981. He spent three years as an Assistant Professor at the California Institute of Technology and has been on the faculty at Carnegie Mellon since 1984. He is currently the President's Professor of Computer Science and head of the Department of Computer Science. He also holds a courtesy appointment with the Department of Electrical and Computer Engineering.

He has taught courses in computer systems at both the undergraduate and graduate level for over 20 years. Over many years of teaching computer architecture courses, he began shifting the focus from how computers are designed to one of how programmers can write more efficient and reliable programs if they understand the system better. Together with Prof. O'Hallaron, he developed the course "Introduction to Computer Systems" at Carnegie Mellon that is the basis for this book. He has also taught courses in algorithms and programming.

Prof. Bryant's research concerns the design of software tools to help hardware designers verify the correctness of their systems. These include several types of simulators, as well as formal verification tools that prove the correctness of a design using mathematical methods. He has published over 100 technical papers. His research results are used by major computer manufacturers including Intel, Motorola, IBM, and Fujitsu. He has won several major awards for his research. These include two inventor recognition awards and a technical achievement award from the SemiconductorResearch Corporation, the Kanellakis Theory and Practice Award from the Association for Computer Machinery (ACM), and the W. R. G. Baker Award and a Golden Jubilee Medal from the Institute of Electrical and Electronics Engineers (IEEE). He is a Fellow of both the ACM and the IEEE.

David R. O'Hallaron received the Ph.D. degree in computer science from the University of Virginia in 1986. After a stint at General Electric, he joined the Carnegie Mellon faculty in 1989 as a Systems Scientist. He is currently an Associate Professor in the Departments of Computer Science and Electrical and Computer Engineering.

He has taught computer systems courses at the undergraduate and graduate levels, on such topics as computer architecture, introductory computer systems, parallel processor design, and Internet services. Together with Prof. Bryant, he developed the course "Introduction to Computer Systems" that is the basis for this book.

Prof. O'Hallaron and his students perform research in the area of computer -systems. In particular, they develop software systems to help scientists and engineers simulate nature on computers. The best known example of their work is the Quake project, a group of computer scientists, civil engineers, and seismologists who have developed the ability to predict the motion of the ground during strong earthquakes, including major quakes in Southern California, Kobe, Japan, Mexico, and New Zealand. Along with the other members of the Quake Project, he received the Allen Newell Medal for Research Excellence from the CMU School of Computer Science. A benchmark he developed for the Quake project, 183.equake, was selected by SPEC for inclusion in the influential SPEC CPU and OMP (Open MP) benchmark suites.

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Read an Excerpt

This book, Computer Systems: A Programmer's Perspective (CS:APP), is for programmers who want to improve their skills by learning what is going on "under the hood" of a computer system.

Our aim is to explain the enduring concepts underlying all computer systems, and to show you the concrete ways that these ideas affect the correctness, performance, and utility of your application programs. Unlike other systems books, which are written primarily for system builders, this book is written for programmers, from a programmer's perspective.

If you study and learn the concepts in this book, you will be on your way to becoming the rare "power programmer" who knows how things work and how to fix them when they break. You will also be prepared to study specific systems topics such as compilers, computer architecture, operating systems, embedded systems, and networking. Assumptions About the Reader's Background

The examples in the book are based on Intel-compatible processors (called "IA32" by Intel and "x86" colloquially) running C programs on Unix or Unix-like (such as Linux) operating systems. (To simplify our presentation, we will use the term "Unix" as an umbrella term for systems like Solaris and Linux.) The text contains numerous programming examples that have been compiled and run on Linux systems. We assume that you have access to such a machine, and are able to log in and do simple things such as changing directories.

If your computer runs Microsoft Windows, you have two choices. First, you can get a copy of Linux (see or and install it as a "dual boot" option, so that your machine can run eitheroperating system. Alternatively, by installing a copy of the Cygwin tools (, you can have up a Unix-like shell under Windows and have an environment very close to that provided by Linux. Not all features of Linux are available under Cygwin, however.

We also assume that you have some familiarity with C or C++. If your only prior experience is with Java, the transition will require more effort on your part, but we will help you. Java and C share similar syntax and control statements. However, there are aspects of C, particularly pointers, explicit dynamic memory allocation, and formatted I/O, that do not exist in Java. Fortunately, C is a small language, and it is clearly and beautifully described in the classic "K&R" text by Brian Kernighan and Dennis Ritchie 40. Regardless of your programming background, consider K&R an essential part of your personal systems library.

Several of the early chapters in the book explore the interactions between C programs and their machine-language counterparts. The machine language examples were all generated by the GNU Gcc compiler running on an Intel IA32 processor. We do not assume any prior experience with hardware, machine language, or assembly-language programming. How to Read the Book

Learning how computer systems work from a programmer's perspective is great fun, mainly because it can be done so actively. Whenever you learn some new thing, you can try it out right away and see the result first hand. In fact, we believe that the only way to learn systems is to do systems, either working concrete problems, or writing and running programs on real systems.

This theme pervades the entire book. When a new concept is introduced, it is followed in the text by one or more practice problems that you should work immediately to test your understanding. Solutions to the practice problems are at the end of each chapter (look for the blue edge). As you read, try to solve each problem on your own, and then check the solution to make sure you are on the right track. Each chapter is followed by a set of homework problems of varying difficulty. Your instructor has the solutions to the homework problems in an instructor's manual. For each homework problem, we show a rating of the amount of effort we feel it will require:

* Should require just a few minutes. Little or no programming required.
** Might require up to 20 minutes. Often involves writing and testing some code. Many of these are derived from problems we have given on exams.
*** Requires a significant effort, perhaps 1-2 hours. Generally involves writing and testing a significant amount of code.
**** A lab assignment, requiring up to 10 hours of effort.

Each code example in the text was formatted directly, without any manual intervention, from a C program compiled with Gcc version 2.95.3, and tested on a Linux system with a 2.2.16 kernel. All of the source code is available from the CS:APP Web page ( In the text, the file names of the source programs are documented in horizontal bars that surround the formatted code. For example, the program in Figure P.1 can be found in the file hello. c in directory code/intro/. We encourage you to try running the example programs on your system as you encounter them.

Finally, some sections (denoted by a "*") contain material that you might find interesting, but that can be skipped without any loss of continuity. Origins of the Book

The book stems from an introductory course that we developed at Carnegie Melton University in the Fall of 1998, called 15-213: Introduction to Computer Systems (ICS) 7. The ICS course has been taught every semester since then, each time to about 150 students, mostly sophomores in computer science and computer engineering. It has since become a prerequisite for most upper-level systems courses in the CS and ECE departments at Carnegie Melton.

The idea with ICS was to introduce students to computers in a different way. Few of our students would have the opportunity to build a computer system. On the other hand, most students, even the computer engineers, would be required to use and program computers on a daily basis. So we decided to teach about systems from the point of view of the programmer, using the following filter: We would cover a topic only if it affected the performance, correctness, or utility of user-level C programs.

For example, topics such as hardware adder and bus designs were out. Topics such as machine language were in, but instead of focusing on how to write assembly language, we would look at how C constructs such as pointers, loops, procedure calls and returns, and switch statements were translated by the compiler. Further, we would take a broader and more realistic view of the system as both hardware and systems software, covering such topics as linking, loading, processes, signals, performance optimization, measurement, I/O, and network and concurrent programming.

This approach allowed us to teach the ICS course in a way that was practical, concrete, hands-on, and exciting for the students. The response from our students and faculty colleagues was immediate and overwhelmingly positive, and we realized that others outside of CMU might benefit from using our approach. Hence this book, which we developed over a period of two years from the ICS lecture notes. Overview of the Book

The CS:APP book consists of 13 chapters designed to capture the core ideas in computer systems:

  • Chapter 1: A Tour of Computer Systems. This chapter introduces the major ideas and themes in computer systems by tracing the life cycle of a simple "hello, world" program.

  • Chapter 2: Representing and Manipulating Information. We cover computer arithmetic, emphasizing the properties of unsigned and two's complement number representations that affect programmers. We consider how numbers are represented and therefore what range of values can be encoded for a given word size. We consider the effect of casting between signed and unsigned numbers. We cover the mathematical properties of arithmetic operations. Students are surprised to learn that the (two's complement) sum or product of two positive numbers can be negative. On the other hand, two's complement arithmetic satisfies ring properties, and hence a compiler can transform multiplication by a constant into a sequence of shifts and adds. We use the bit-level operations of C to demonstrate the principles and applications of Boolean algebra. We cover the IEEE floating point format in terms of how it represents values and the mathematical properties of floating point operations.

    Having a solid understanding of computer arithmetic is critical to writing reliable programs. For example, one cannot replace the expression (x<y) with (x-y<0) due to the possibility of overflow. One cannot even replace it with the expression (-y<-x) due to the asymmetric range of negative and positive numbers in the two's complement representation. Arithmetic overflow is a common source of programming errors, yet few other books cover the properties of computer arithmetic from a programmer's perspective.

  • Chapter 3: Machine-Level Representation of Programs. We teach students how to read the IA32 assembly language generated by a C compiler. We cover the basic instruction patterns generated for different control constructs, such as conditionals, loops, and switch statements. We cover the implementation of procedures, including stack allocation, register usage conventions and parameter passing. We cover the way different data structures such as structures, unions, and arrays are allocated and accessed. Learning the concepts in this chapter helps students become better programmers, because they understand how their programs are represented on the machine. Another nice benefit is that students develop a concrete understanding of pointers.

  • Chapter 4: Processor Architecture. This chapter covers basic combinational and sequential logic elements and then shows how these elements can be combined in a datapath that executes a simplified subset of the IA32 instruction set called "Y86." We begin with the design of a single-cycle nonpipelined datapath, which we extend into a five-stage pipelined design. The control logic for the processor designs in this chapter are described using a simple hardware description language called HCL. Hardware designs written in HCL can be compiled and linked into graphical processor simulators provided with the textbook.

  • Chapter 5: Optimizing Program Performance. In this chapter we introduce a number of techniques for improving code performance. We start with machine-independent program transformations that should be standard practice when writing any program on any machine. We then progress to transformations whose efficacy depends on the characteristics of the target machine and compiler. To motivate these transformation, we introduce a simple operational model of how modern out-of-order processors work, and then show students how to use this model to improve the performance of their C programs.

  • Chapter 6: The Memory Hierarchy. The memory system is one of the most visible parts of a computer system to application programmers. To this point, the students have relied on a conceptual model of the memory system as a linear array with uniform access times. In practice, a memory system is a hierarchy of storage devices with different capacities, costs, and access times. We cover the different types of RAM and ROM memories and the geometry and organization of modern disk drives. We describe how these storage devices are arranged in a hierarchy. We show how this hierarchy is made possible by locality of reference. We make these ideas concrete by introducing a unique view of a memory system as a "memory mountain" with ridges of temporal locality and slopes of spatial locality. Finally, we show students how to improve the performance of application programs by improving their temporal and spatial locality.

  • Chapter 7: Linking. This chapter covers both static and dynamic linking, including the ideas of relocatable and executable object files, symbol resolution, relocation, static libraries, shared object libraries, and position-independent code. Linking is not covered in most systems texts, but we cover it for several reasons. First, some of the most confusing errors that students can encounter are related to glitches during linking, especially for large software packages. Second, the object files produced by linkers are tied to concepts such as loading, virtual memory, and memory mapping.

  • Chapter 8: Exceptional Control Flow. In this part of the course we break the single-program model by introducing the general concept of exceptional control flow (i.e., changes in control flow that are outside the normal branches and procedure calls). We cover examples of exceptional control flow that exist at all levels of the system, from low-level hardware exceptions and interrupts, to context switches between concurrent processes, to abrupt changes in control flow caused by the delivery of Unix signals, to the nonlocal jumps in C that break the stack discipline.

    This is the part of the book where we introduce students to the fundamental idea of a process. Students learn how processes work and how they can be crested and manipulated from application programs. We show them how application programmers can make use of multiple processes via Unix system calls. When students finish this chapter, they are able to write a Unix shell with job control.

  • Chapter 9: Measuring Program Execution Time. This chapter teaches students how computers keep track of time (interval timers, cycle timers, and system clocks), the sources of error when we try to use these times to measure running time, and how to exploit this knowledge to get accurate measurements. To the best of our knowledge, this is unique material that has never been discussed before in any consistent way. We include the topic at this point because it requires an understanding of assembly language, processes, and caches.

  • Chapterl0: Virtual Memory. Our presentation of the virtual memory system seeks to give students some understanding of how it works and its characteristics. We want students to know how it is that the different simultaneous processes can each use an identical range of addresses, sharing some pages but having individual copies of others. We also cover issues involved in managing and manipulating virtual memory. In particular, we cover the operation of storage allocators such as the Unix malloc and free operations. Covering this material serves several purposes. It reinforces the concept that the virtual memory space is just an array of bytes that the program can subdivide into different storage units. It helps students understand the effects of programs containing memory referencing errors such as storage leaks and invalid pointer references. Finally, many application programmers write their own storage allocators optimized toward the needs and characteristics of the application.

  • Chapter 11: System-Level I/O. We cover the basic concepts of Unix I/O such as files and descriptors. We describe how files are shared, how I/O redirection works, and How to access file metadata. We also develop a robust buffered I/O package that deals correctly with short counts. We cover the C standard I/O library and its relationship to Unix I/O, focusing on limitations of standard I/O that make it unsuitable for network programming. In general, the topics covered in this chapter are building blocks for the next two chapters on network and concurrent programming.

  • Chapter 12: Network Programming. Networks are interesting I/O devices to program, tying together many of the ideas that we have studied earlier in the text, such as processes, signals, byte ordering, memory mapping, and dynamic storage allocation. Network programs also provide a compelling context for concurrency, which is the topic of the next chapter. This chapter is a thin slice through network programming that gets the students to the point where they can write a Web server. We cover the client-server model that underlies all network applications. We present a programmer's view of the Internet, and show students how to write Internet clients and servers using the sockets interface. Finally, we introduce HTTP and develop a simple iterative Web server.

  • Chapter 13: Concurrent Programming. This chapter introduces students to concurrent programming using Internet server design as the running motivational example. We compare and contrast the three basic mechanisms for writing concurrent programs—processes, I/O multiplexing, and threads—and show how to use them to build concurrent Internet servers. We cover basic principles of synchronization using P and V semaphore operations, thread safety and reentrancy, race conditions, and deadlocks.
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Table of Contents

About the Authors
1 A Tour of Computer Systems 1
Pt. I Program Structure and Execution
2 Representing and Manipulating Information 24
3 Machine-Level Representation of Programs 122
4 Processor Architecture 254
5 Optimizing Program Performance 376
6 The Memory Hierarchy 454
Pt. II Running Programs on a System
7 Linking 538
8 Exceptional Control Flow 584
9 Measuring Program Execution Time 650
10 Virtual Memory 690
Pt. III Interaction and Communication Between Programs
11 System-Level I/O 776
12 Network Programming 800
13 Concurrent Programming 846
A HCL Descriptions of Processor Control Logic 905
B Error Handling 925
Bibliography 949
Index 953
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  • Anonymous

    Posted September 16, 2007

    Wonderful Book

    This book serves as a great introduction to systems programming. The examples are clear and insightful the concepts of computer systems are explained thoroughly. Best of all, this books makes the boring aspects of systems design fun!

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  • Anonymous

    Posted June 16, 2004

    Great introduction to systems

    This book exlplains the fundamentals extremely well. (In response to one of the other reviews, this book is about explaining *concepts* unlike K & R which is meant to describe a language. You're comparing apples and oranges.) This book also has interesting, stimulating exercises that along with the explanations make a pretty complete introductory course to computer systems. I would strongly reccomend this to anyone who is trying to self-teach the topic.

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  • Anonymous

    Posted October 28, 2003


    Dont buy this book . It is waste of money and doesnt solve the purpose.I have taken this course and this was the text book for my masters. The authors completely failed to explain it properly. For every concept he explains it in the most prolonged way where you get lost. I really pity all the schools and students where they have this book as the text book. Cant they write something shorter and nice version which gives key concepts? Why cant these authors learn from authors like'kernighan and ritchie'

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