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<title>1.1. Introduction to Concurrent Systems &mdash; Computer Systems Fundamentals</title>
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<a class="nav-link dropdown-toggle jmu-gold rounded" href="IntroConcSysOverview.html#" id="navbarDropdownChapters" role="button" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Contents</a>
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<a class="dropdown-item" tabindex="-1" href="IntroConcSysOverview.html#"><b>Chapter 1</b></a>
<a class="dropdown-item" href="IntroConcSysOverview.html">&nbsp;&nbsp;&nbsp;1.1. Introduction to Concurrent Systems</a>
<a class="dropdown-item" href="SysAndModels.html">&nbsp;&nbsp;&nbsp;1.2. Systems and Models</a>
<a class="dropdown-item" href="Themes.html">&nbsp;&nbsp;&nbsp;1.3. Themes and Guiding Principles</a>
<a class="dropdown-item" href="Architectures.html">&nbsp;&nbsp;&nbsp;1.4. System Architectures</a>
<a class="dropdown-item" href="StateModels.html">&nbsp;&nbsp;&nbsp;1.5. State Models in UML</a>
<a class="dropdown-item" href="SequenceModels.html">&nbsp;&nbsp;&nbsp;1.6. Sequence Models in UML</a>
<a class="dropdown-item" href="StateModelImplementation.html">&nbsp;&nbsp;&nbsp;1.7. Extended Example: State Model Implementation</a>
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<a class="dropdown-item disabled"><b>Chapter 2</b></a>
<a class="dropdown-item" href="ProcessesOverview.html">&nbsp;&nbsp;&nbsp;2.1. Processes and OS Basics</a>
<a class="dropdown-item" href="Multiprogramming.html">&nbsp;&nbsp;&nbsp;2.2. Processes and Multiprogramming</a>
<a class="dropdown-item" href="KernelMechanics.html">&nbsp;&nbsp;&nbsp;2.3. Kernel Mechanics</a>
<a class="dropdown-item" href="Syscall.html">&nbsp;&nbsp;&nbsp;2.4. System Call Interface</a>
<a class="dropdown-item" href="ProcessCycle.html">&nbsp;&nbsp;&nbsp;2.5. Process Life Cycle</a>
<a class="dropdown-item" href="UnixFile.html">&nbsp;&nbsp;&nbsp;2.6. The UNIX File Abstraction</a>
<a class="dropdown-item" href="EventsSignals.html">&nbsp;&nbsp;&nbsp;2.7. Events and Signals</a>
<a class="dropdown-item" href="Extended2Processes.html">&nbsp;&nbsp;&nbsp;2.8. Extended Example: Listing Files with Processes</a>
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<a class="dropdown-item" href="IPCOverview.html">&nbsp;&nbsp;&nbsp;3.1. Concurrency with IPC</a>
<a class="dropdown-item" href="IPCModels.html">&nbsp;&nbsp;&nbsp;3.2. IPC Models</a>
<a class="dropdown-item" href="Pipes.html">&nbsp;&nbsp;&nbsp;3.3. Pipes and FIFOs</a>
<a class="dropdown-item" href="MMap.html">&nbsp;&nbsp;&nbsp;3.4. Shared Memory With Memory-mapped Files</a>
<a class="dropdown-item" href="POSIXvSysV.html">&nbsp;&nbsp;&nbsp;3.5. POSIX vs. System V IPC</a>
<a class="dropdown-item" href="MQueues.html">&nbsp;&nbsp;&nbsp;3.6. Message Passing With Message Queues</a>
<a class="dropdown-item" href="ShMem.html">&nbsp;&nbsp;&nbsp;3.7. Shared Memory</a>
<a class="dropdown-item" href="IPCSems.html">&nbsp;&nbsp;&nbsp;3.8. Semaphores</a>
<a class="dropdown-item" href="Extended3Bash.html">&nbsp;&nbsp;&nbsp;3.9. Extended Example: Bash-lite: A Simple Command-line Shell</a>
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<a class="dropdown-item disabled"><b>Chapter 4</b></a>
<a class="dropdown-item" href="SocketsOverview.html">&nbsp;&nbsp;&nbsp;4.1. Networked Concurrency</a>
<a class="dropdown-item" href="FiveLayer.html">&nbsp;&nbsp;&nbsp;4.2. The TCP/IP Internet Model</a>
<a class="dropdown-item" href="NetApps.html">&nbsp;&nbsp;&nbsp;4.3. Network Applications and Protocols</a>
<a class="dropdown-item" href="Sockets.html">&nbsp;&nbsp;&nbsp;4.4. The Socket Interface</a>
<a class="dropdown-item" href="TCPSockets.html">&nbsp;&nbsp;&nbsp;4.5. TCP Socket Programming: HTTP</a>
<a class="dropdown-item" href="UDPSockets.html">&nbsp;&nbsp;&nbsp;4.6. UDP Socket Programming: DNS</a>
<a class="dropdown-item" href="AppBroadcast.html">&nbsp;&nbsp;&nbsp;4.7. Application-Layer Broadcasting: DHCP</a>
<a class="dropdown-item" href="Extended4CGI.html">&nbsp;&nbsp;&nbsp;4.8. Extended Example: CGI Web Server</a>
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<a class="dropdown-item disabled"><b>Chapter 5</b></a>
<a class="dropdown-item" href="InternetOverview.html">&nbsp;&nbsp;&nbsp;5.1. The Internet and Connectivity</a>
<a class="dropdown-item" href="AppLayer.html">&nbsp;&nbsp;&nbsp;5.2. Application Layer: Overlay Networks</a>
<a class="dropdown-item" href="TransLayer.html">&nbsp;&nbsp;&nbsp;5.3. Transport Layer</a>
<a class="dropdown-item" href="NetSec.html">&nbsp;&nbsp;&nbsp;5.4. Network Security Fundamentals</a>
<a class="dropdown-item" href="NetLayer.html">&nbsp;&nbsp;&nbsp;5.5. Network Layer: IP</a>
<a class="dropdown-item" href="LinkLayer.html">&nbsp;&nbsp;&nbsp;5.6. Link Layer</a>
<a class="dropdown-item" href="Wireless.html">&nbsp;&nbsp;&nbsp;5.7. Wireless Connectivity: Wi-Fi, Bluetooth, and Zigbee</a>
<a class="dropdown-item" href="Extended5DNS.html">&nbsp;&nbsp;&nbsp;5.8. Extended Example: DNS client</a>
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<a class="dropdown-item disabled"><b>Chapter 6</b></a>
<a class="dropdown-item" href="ThreadsOverview.html">&nbsp;&nbsp;&nbsp;6.1. Concurrency with Multithreading</a>
<a class="dropdown-item" href="ProcVThreads.html">&nbsp;&nbsp;&nbsp;6.2. Processes vs. Threads</a>
<a class="dropdown-item" href="RaceConditions.html">&nbsp;&nbsp;&nbsp;6.3. Race Conditions and Critical Sections</a>
<a class="dropdown-item" href="POSIXThreads.html">&nbsp;&nbsp;&nbsp;6.4. POSIX Thread Library</a>
<a class="dropdown-item" href="ThreadArgs.html">&nbsp;&nbsp;&nbsp;6.5. Thread Arguments and Return Values</a>
<a class="dropdown-item" href="ImplicitThreads.html">&nbsp;&nbsp;&nbsp;6.6. Implicit Threading and Language-based Threads</a>
<a class="dropdown-item" href="Extended6Input.html">&nbsp;&nbsp;&nbsp;6.7. Extended Example: Keyboard Input Listener</a>
<a class="dropdown-item" href="Extended6Primes.html">&nbsp;&nbsp;&nbsp;6.8. Extended Example: Concurrent Prime Number Search</a>
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<a class="dropdown-item disabled"><b>Chapter 7</b></a>
<a class="dropdown-item" href="SynchOverview.html">&nbsp;&nbsp;&nbsp;7.1. Synchronization Primitives</a>
<a class="dropdown-item" href="CritSect.html">&nbsp;&nbsp;&nbsp;7.2. Critical Sections and Peterson's Solution</a>
<a class="dropdown-item" href="Locks.html">&nbsp;&nbsp;&nbsp;7.3. Locks</a>
<a class="dropdown-item" href="Semaphores.html">&nbsp;&nbsp;&nbsp;7.4. Semaphores</a>
<a class="dropdown-item" href="Barriers.html">&nbsp;&nbsp;&nbsp;7.5. Barriers</a>
<a class="dropdown-item" href="Condvars.html">&nbsp;&nbsp;&nbsp;7.6. Condition Variables</a>
<a class="dropdown-item" href="Deadlock.html">&nbsp;&nbsp;&nbsp;7.7. Deadlock</a>
<a class="dropdown-item" href="Extended7Events.html">&nbsp;&nbsp;&nbsp;7.8. Extended Example: Event Log File</a>
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<a class="dropdown-item disabled"><b>Chapter 8</b></a>
<a class="dropdown-item" href="SynchProblemsOverview.html">&nbsp;&nbsp;&nbsp;8.1. Synchronization Patterns and Problems</a>
<a class="dropdown-item" href="SynchDesign.html">&nbsp;&nbsp;&nbsp;8.2. Basic Synchronization Design Patterns</a>
<a class="dropdown-item" href="ProdCons.html">&nbsp;&nbsp;&nbsp;8.3. Producer-Consumer Problem</a>
<a class="dropdown-item" href="ReadWrite.html">&nbsp;&nbsp;&nbsp;8.4. Readers-Writers Problem</a>
<a class="dropdown-item" href="DiningPhil.html">&nbsp;&nbsp;&nbsp;8.5. Dining Philosophers Problem and Deadlock</a>
<a class="dropdown-item" href="CigSmokers.html">&nbsp;&nbsp;&nbsp;8.6. Cigarette Smokers Problem and the Limits of Semaphores and Locks</a>
<a class="dropdown-item" href="Extended8ModExp.html">&nbsp;&nbsp;&nbsp;8.7. Extended Example: Parallel Modular Exponentiation</a>
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<a class="dropdown-item disabled"><b>Chapter 9</b></a>
<a class="dropdown-item" href="ParallelDistributedOverview.html">&nbsp;&nbsp;&nbsp;9.1. Parallel and Distributed Systems</a>
<a class="dropdown-item" href="ParVConc.html">&nbsp;&nbsp;&nbsp;9.2. Parallelism vs. Concurrency</a>
<a class="dropdown-item" href="ParallelDesign.html">&nbsp;&nbsp;&nbsp;9.3. Parallel Design Patterns</a>
<a class="dropdown-item" href="Scaling.html">&nbsp;&nbsp;&nbsp;9.4. Limits of Parallelism and Scaling</a>
<a class="dropdown-item" href="DistTiming.html">&nbsp;&nbsp;&nbsp;9.5. Timing in Distributed Environments</a>
<a class="dropdown-item" href="DistDataStorage.html">&nbsp;&nbsp;&nbsp;9.6. Reliable Data Storage and Location</a>
<a class="dropdown-item" href="DistConsensus.html">&nbsp;&nbsp;&nbsp;9.7. Consensus in Distributed Systems</a>
<a class="dropdown-item" href="Extended9Blockchain.html">&nbsp;&nbsp;&nbsp;9.8. Extended Example: Blockchain Proof-of-Work</a>
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<a class="dropdown-item disabled"><b>Appendix A</b></a>
<a class="dropdown-item" href="CLangOverview.html">&nbsp;&nbsp;&nbsp;A.1. C Language Reintroduction</a>
<a class="dropdown-item" href="Debugging.html">&nbsp;&nbsp;&nbsp;A.2. Documentation and Debugging</a>
<a class="dropdown-item" href="BasicTypes.html">&nbsp;&nbsp;&nbsp;A.3. Basic Types and Pointers</a>
<a class="dropdown-item" href="Arrays.html">&nbsp;&nbsp;&nbsp;A.4. Arrays, Structs, Enums, and Type Definitions</a>
<a class="dropdown-item" href="Functions.html">&nbsp;&nbsp;&nbsp;A.5. Functions and Scope</a>
<a class="dropdown-item" href="Pointers.html">&nbsp;&nbsp;&nbsp;A.6. Pointers and Dynamic Allocation</a>
<a class="dropdown-item" href="Strings.html">&nbsp;&nbsp;&nbsp;A.7. Strings</a>
<a class="dropdown-item" href="FunctionPointers.html">&nbsp;&nbsp;&nbsp;A.8. Function Pointers</a>
<a class="dropdown-item" href="Files.html">&nbsp;&nbsp;&nbsp;A.9. Files</a>
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<script>ODSA.SETTINGS.DISP_MOD_COMP = true;ODSA.SETTINGS.MODULE_NAME = "IntroConcSysOverview";ODSA.SETTINGS.MODULE_LONG_NAME = "Introduction to Concurrent Systems";ODSA.SETTINGS.MODULE_CHAPTER = "Introduction to Computer Systems"; ODSA.SETTINGS.BUILD_DATE = "2021-06-01 15:31:50"; ODSA.SETTINGS.BUILD_CMAP = false;JSAV_OPTIONS['lang']='en';JSAV_EXERCISE_OPTIONS['code']='java';</script><div class="section" id="introduction-to-concurrent-systems">
<h1>1.1. Introduction to Concurrent Systems<a class="headerlink" href="IntroConcSysOverview.html#introduction-to-concurrent-systems" title="Permalink to this headline"></a></h1>
<blockquote class="blockquote text-center">
<p>“The Analytical Engine has no pretensions whatever to originate anything.
It can do whatever we know how to order it to perform.”
<footer class="blockquote-footer">Ada Lovelace</footer>
</blockquote><p><a class="reference internal" href="Glossary.html#term-concurrency"><span class="xref std std-term">Concurrency</span></a> is hard. When your program is performing dozens of tasks at the same time, a
single crash in any of them can cause all of them to stop. Perhaps one of the tasks was supposed to
wait for some critical calculation to complete, but it proceeded too early. Perhaps one task
corrupted a pointer that another was using, leading to a mysterious segmentation fault. Perhaps two
tasks overwrote each others intermediate calculations, leading to incorrect final results. Once you
begin writing software that goes beyond a single coherent algorithm, you quickly learn that you are
entering a world with a completely new set of programming errors that you never imagined. Each line
of code can interact and interfere with other parts of the system in new, unintended, and
unpredictable ways. In other words, concurrency is hard. This book aims to make it less so.</p>
<div class="topic border border-dark rounded-lg bg-light px-2 mb-3">
<div class="figure align-left" style="width: 5%">
<a class="reference internal image-reference" href="_images/CSF-Images-Objectives.png"><img alt="Decorative chapter objectives image" src="_images/CSF-Images-Objectives.png" style="width: 100%;" /></a>
</div>
<p class="topic-title first pt-2 mb-1">Chapter Objectives</p><hr class="mt-1" />
<p>In this chapter, we will address the following instructional objectives:</p>
<ul class="simple">
<li>We will summarize the major themes and guiding principles this book addresses.</li>
<li>We will describe the relationship between the notions of systems and models.</li>
<li>We will characterize the key features of common system architectures.</li>
<li>We will introduce UML state and sequence models, which will be used throughout the book.</li>
</ul>
</div>
<p>Our focus in this book is to establish a foundation of key principles and techniques that are be
used to implement concurrent systems software. This class of software ranges from operating systems
(OS) and web servers to databases and scientific modeling platforms. What these types of programs
have in common is that they subdivide complicated tasks into smaller ones that can be run at the
same time. In doing so, these approaches introduce <a class="reference internal" href="Glossary.html#term-nondeterminism"><span class="xref std std-term">nondeterminism</span></a> and complexity, as the
programmer must give up some control over what steps and calculations will be performed in which
particular order. If the programmer writes code that says tasks A, B, and C can be executed in any
order, they will quickly learn whether or not that claim is actually true.</p>
<p>At this point, some readers may object: they do not plan to write systems software, so this material
is not relevant for them. While the first part of that claim may be true (or it may not), the latter
is certainly not the case. The principles used to build systems and infrastructure can be applied to
more traditional applications; if your application uses event handlers to detect mouse clicks or key
presses, you have a concurrent program. If your code is structured to use a web-based application
programming interface (API), you have a concurrent program. If your application performs graphical
calculations or applies artificial intelligence, you have a concurrent program (or you should, as it
would run faster).</p>
<p>In short, concurrency is everywhere. Mastering the concepts and principles of concurrent programming
can help you build better software, whether the end result is a new application or a platform for
applications. In this chapter, we will introduce the major themes and guiding principles that we
will use throughout the book. We will also define some key terminology and notation that are helpful
in characterizing concurrent systems. Without further delay, let us begin our exploration.</p>
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