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\begin{aosachapter}{Secrets of Mobile Network Performance}{s:mobile-perf}{Bryce Howard} \aosasecti{Introduction} The last few years have brought us significant progress in mobile cellular network performance. But many mobile applications cannot fully benefit from this advance due to inflated network latencies. Laten...
aosa/src/posa/tex/mobile-perf.tex
books
aosa
aosa/src/posa
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CC-BY-3.0
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\begin{aosachapter}{Zotonic}{s:zotonic}{Arjan Scherpenisse and Marc Worrell} \aosasecti{Introduction to Zotonic} Zotonic is an open source framework for doing full-stack web development, all the way from frontend to backend. Consisting of a small set of core functionalities, it implements a lightweight but extensible...
aosa/src/posa/tex/zotonic.tex
books
aosa
aosa/src/posa
CC-BY-3.0
CC-BY-3.0
12308deff812eb3a4fa4e210ae5496e154961311
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47,514
-1
\begin{aosachapter}{Continuous Integration}{s:integration}{C.\ Titus Brown and Rosangela Canino-Koning} Continuous Integration (CI) systems are systems that build and test software automatically and regularly. Though their primary benefit lies in avoiding long periods between build and test runs, CI systems can also ...
aosa/src/v1/tex/en/integration.tex
books
aosa
aosa/src/v1
CC-BY-3.0
CC-BY-3.0
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36,650
-1
\begin{aosachapter}{Scalable Web Architecture and Distributed Systems}{s:distsys}{Kate Matsudaira} Open source software has become a fundamental building block for some of the biggest websites. And as those websites have grown, best practices and guiding principles around their architectures have emerged. This chapter...
aosa/src/v2/tex/en/distsys.tex
books
aosa
aosa/src/v2
CC-BY-3.0
CC-BY-3.0
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-1
\begin{aosachapter}{Battle for Wesnoth}{s:wesnoth}{Richard Shimooka and David White} Programming tends to be considered a straightforward problem solving activity; a developer has a requirement and codes a solution. Beauty is often judged on the technical implementation's elegance or effectiveness; this book is replet...
aosa/src/v1/tex/en/wesnoth.tex
books
aosa
aosa/src/v1
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-1
\begin{aosachapter}{MediaWiki}{s:mediawiki}{Sumana Harihareswara and Guillaume Paumier} From the start, MediaWiki was developed specifically to be Wikipedia's software. Developers have worked to facilitate reuse by third-party users, but Wikipedia's influence and bias have shaped MediaWiki's architecture throughout it...
aosa/src/v2/tex/en/mediawiki.tex
books
aosa
aosa/src/v2
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\begin{aosachapter}{PyPy}{s:pypy}{Benjamin Peterson} PyPy is a Python implementation and a dynamic language implementation framework. This chapter assumes familiarity with some basic interpreter and compiler concepts like bytecode and constant folding. \begin{aosasect1}{A Little History} Python is a high-level, dyn...
aosa/src/v2/tex/en/pypy.tex
books
aosa
aosa/src/v2
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34,727
-1
\begin{aosachapter}{Asterisk}{s:asterisk}{Russell Bryant} Asterisk\footnote{\url{http://www.asterisk.org/}} is an open source telephony applications platform distributed under the GPLv2. In short, it is a server application for making, receiving, and performing custom processing of phone calls. The project was starte...
aosa/src/v1/tex/en/asterisk.tex
books
aosa
aosa/src/v1
CC-BY-3.0
CC-BY-3.0
12308deff812eb3a4fa4e210ae5496e154961311
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33,899
-1
\begin{aosachapter}{Puppet}{s:puppet}{Luke Kanies} \begin{aosasect1}{Introduction} Puppet is an open source IT management tool written in Ruby, used for datacenter automation and server management at Google, Twitter, the New York Stock Exchange, and many others. It is primarily maintained by Puppet Labs, which also f...
aosa/src/v2/tex/en/puppet.tex
books
aosa
aosa/src/v2
CC-BY-3.0
CC-BY-3.0
12308deff812eb3a4fa4e210ae5496e154961311
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0.006
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36,249
-1
\begin{aosachapter}{ZeroMQ}{s:zeromq}{Martin S\'{u}strik} {\O}MQ is a messaging system, or ``message-oriented middleware'', if you will. It's used in environments as diverse as financial services, game development, embedded systems, academic research and aerospace. Messaging systems work basically as instant messagin...
aosa/src/v2/tex/en/zeromq.tex
books
aosa
aosa/src/v2
CC-BY-3.0
CC-BY-3.0
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0.01
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40,786
-1
\begin{aosachapter}{Twisted}{s:twisted}{Jessica McKellar} Twisted is an event-driven networking engine in Python. It was born in the early 2000s, when the writers of networked games had few scalable and no cross-platform libraries, in any language, at their disposal. The authors of Twisted tried to develop games in th...
aosa/src/v2/tex/en/twisted.tex
books
aosa
aosa/src/v2
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38,971
-1
\begin{aosachapter}{GPSD}{s:gpsd}{Eric Raymond} %% Note: American spelling. --ARB GPSD is a suite of tools for managing collections of GPS devices and other sensors related to navigation and precision timekeeping, including marine AIS (Automatic Identification System) radios and digital compasses. The main program, a...
aosa/src/v2/tex/en/gpsd.tex
books
aosa
aosa/src/v2
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CC-BY-3.0
12308deff812eb3a4fa4e210ae5496e154961311
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38,003
-1
\begin{aosachapter}{Violet}{s:violet}{Cay Horstmann} In 2002, I wrote an undergraduate textbook on object-oriented design and patterns \cite{bib:horstmann:oodp}. As with so many books, this one was motivated by frustration with the canonical curriculum. Frequently, computer science students learn how to design a sing...
aosa/src/v1/tex/en/violet.tex
books
aosa
aosa/src/v1
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CC-BY-3.0
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31,477
-1
\begin{aosachapter}{Yocto}{s:yocto}{Elizabeth Flanagan} % American spelling % TA: Not sure about use of the registered symbol ( ® ). Here's what the Linux % Foundation's page on trademarks says (http://www.linuxfoundation.org/about/linux-foundation-trademark-usage-guidelines): % % A trademark notice should be use...
aosa/src/v2/tex/en/yocto.tex
books
aosa
aosa/src/v2
CC-BY-3.0
CC-BY-3.0
12308deff812eb3a4fa4e210ae5496e154961311
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0.034
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34,092
-1
\begin{aosachapter}{nginx}{s:nginx}{Andrew Alexeev} nginx (pronounced ``engine x'') is a free open source web server written by Igor Sysoev, a Russian software engineer. Since its public launch in 2004, nginx has focused on high performance, high concurrency and low memory usage. Additional features on top of the web ...
aosa/src/v2/tex/en/nginx.tex
books
aosa
aosa/src/v2
CC-BY-3.0
CC-BY-3.0
12308deff812eb3a4fa4e210ae5496e154961311
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47,893
-1
\newpage % half title page \thispagestyle{empty} \vspace*{8.5cm} \hspace{-2.3cm} \includegraphics[width=475pt]{../images/frontmatter/title.pdf} \newpage % Blank page here \thispagestyle{empty} \mbox{} % need to have *something* in here or Latex "helpfully" removes page \newpage % title page \thispagestyle{empty...
aosa/src/v2/tex/en/frontmatter.tex
books
aosa
aosa/src/v2
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\begin{aosachapter}{Introduction}{s:intro}{Amy Brown and Greg Wilson} Carpentry is an exacting craft, and people can spend their entire lives learning how to do it well. But carpentry is not architecture: if we step back from pitch boards and miter joints, buildings as a whole must be designed, and doing that is as m...
aosa/src/v1/tex/en/intro.tex
books
aosa
aosa/src/v1
CC-BY-3.0
CC-BY-3.0
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22,044
-1
\begin{aosachapter}{SQLAlchemy}{s:sqlalchemy}{Michael Bayer} SQLAlchemy is a database toolkit and object-relational mapping (ORM) system for the Python programming language, first introduced in 2005. From the beginning, it has sought to provide an end-to-end system for working with relational databases in Python, usin...
aosa/src/v2/tex/en/sqlalchemy.tex
books
aosa
aosa/src/v2
CC-BY-3.0
CC-BY-3.0
12308deff812eb3a4fa4e210ae5496e154961311
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false
0.001
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59,916
-1
\begin{aosachapter}{Berkeley DB}{s:bdb}{Margo Seltzer and Keith Bostic} Conway's Law states that a design reflects the structure of the organization that produced it. Stretching that a bit, we might anticipate that a software artifact designed and initially produced by two people might somehow reflect, not merely the ...
aosa/src/v1/tex/en/bdb.tex
books
aosa
aosa/src/v1
CC-BY-3.0
CC-BY-3.0
12308deff812eb3a4fa4e210ae5496e154961311
doc
false
0.004
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66,544
-1
\begin{aosachapter}{Parsing XML at the Speed of Light}{s:pugixml}{Arseny Kapoulkine} \aosasecti{Preface} XML is a standardized markup language that defines a set of rules for encoding hierarchically structured documents in a human-readable text-based format. XML is in widespread use, with documents ranging from very ...
aosa/src/posa/tex/pugixml.tex
books
aosa
aosa/src/posa
CC-BY-3.0
CC-BY-3.0
12308deff812eb3a4fa4e210ae5496e154961311
doc
false
0.011
false
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48,208
-1
\begin{aosachapter}{The Dynamic Language Runtime and the Iron Languages}{s:ironlang}{Jeff Hardy} The Iron languages are an informal group of language implementations with ``Iron'' in their names, in honour of the first one, IronPython. All of these languages have at least one thing in common---they are dynamic languag...
aosa/src/v2/tex/en/ironlang.tex
books
aosa
aosa/src/v2
CC-BY-3.0
CC-BY-3.0
12308deff812eb3a4fa4e210ae5496e154961311
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42,580
-1
\begin{aosachapter}{Jitsi}{s:jitsi}{Emil Ivov} Jitsi is an application that allows people to make video and voice calls, share their desktops, and exchange files and messages. More importantly it allows people to do this over a number of different protocols, ranging from the standardized XMPP (Extensible Messaging and...
aosa/src/v1/tex/en/jitsi.tex
books
aosa
aosa/src/v1
CC-BY-3.0
CC-BY-3.0
12308deff812eb3a4fa4e210ae5496e154961311
doc
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0.026
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38,040
-1
\newpage % half title page \thispagestyle{empty} \vspace*{8.5cm} \hspace{-2.3cm} \includegraphics[width=445pt]{frontmatter-images/title.pdf} \newpage % Blank page here \thispagestyle{empty} \mbox{} % need to have *something* in here or Latex "helpfully" removes page \newpage % title page \thispagestyle{empty} \...
aosa/src/500lines/minutiae/pdf/frontmatter.tex
books
aosa
aosa/src/500lines
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3,919
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\begin{aosachapter}{FreeRTOS}{s:freertos}{Christopher Svec} FreeRTOS (pronounced ``free-arr-toss'') is an open source real-time operating system (RTOS) for embedded systems. FreeRTOS supports many different architectures and compiler toolchains, and is designed to be ``small, simple, and easy to use''\footnote{\url{ht...
aosa/src/v2/tex/en/freertos.tex
books
aosa
aosa/src/v2
CC-BY-3.0
CC-BY-3.0
12308deff812eb3a4fa4e210ae5496e154961311
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0.05
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38,879
-1
\begin{aosachapter}{GNU Mailman}{s:mailman}{Barry Warsaw} GNU Mailman\footnote{\url{http://www.list.org}} is free software for managing mailing lists. Almost everybody who writes or uses free and open source software has encountered a mailing list. Mailing lists can be discussion-based or announcement-based, with al...
aosa/src/v2/tex/en/mailman.tex
books
aosa
aosa/src/v2
CC-BY-3.0
CC-BY-3.0
12308deff812eb3a4fa4e210ae5496e154961311
doc
false
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49,412
-1
\begin{aosachapter}{The Bourne-Again Shell}{s:bash}{Chet Ramey} \begin{aosasect1}{Introduction} A Unix shell provides an interface that lets the user interact with the operating system by running commands. But a shell is also a fairly rich programming language: there are constructs for flow control, alternation, loop...
aosa/src/v1/tex/en/bash.tex
books
aosa
aosa/src/v1
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48,232
-1
\begin{chapter}*{Colophon} The image on the cover is of New York's Equitable Building, photographed and modified by James Howe (\url{http://www.jameshowephotography.com}). \medskip \noindent The cover font is Junction by Caroline Hadilaksono. The text font is \TeX Gyre Termes and the heading font is \TeX Gyre Heros...
aosa/src/v2/tex/en/colophon.tex
books
aosa
aosa/src/v2
CC-BY-3.0
CC-BY-3.0
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\begin{aosachapter}{Introduction}{s:intro}{Michael DiBernardo} This is the fourth volume in the \emph{Architecture of Open Source Applications} series, and the first to not feature the words ``open source applications'' anywhere in the title. The first three volumes in the series were about big problems that big pro...
aosa/src/500lines/minutiae/pdf/intro.tex
books
aosa
aosa/src/500lines
CC-BY-3.0
CC-BY-3.0
12308deff812eb3a4fa4e210ae5496e154961311
doc
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% \begin{chapter}*{} % \aosafigure{../images/backmatter/making.pdf}{}{fig.making.making} \thispagestyle{empty} \sffamily \Large You May Also Enjoy\ldots \normalsize \begin{figure}[h!] \centering \includegraphics[width=250pt]{../images/backmatter/making.pdf} \end{figure} Many claims are made about how certain tool...
aosa/src/v1/tex/en/makingsoftware.tex
books
aosa
aosa/src/v1
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\begin{aosachapter}{Firefox Release Engineering}{s:ffreleng}{Chris AtLee, Lukas Blakk, John O'Duinn, and Armen Zambrano Gasparnian} Recently, the Mozilla Release Engineering team has made numerous advances in release automation for Firefox. We have reduced the requirements for human involvement during signing and send...
aosa/src/v2/tex/en/ffreleng.tex
books
aosa
aosa/src/v2
CC-BY-3.0
CC-BY-3.0
12308deff812eb3a4fa4e210ae5496e154961311
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46,742
-1
\begin{aosachapter}{Python Packaging}{s:packaging}{Tarek Ziad\'{e}} \begin{aosasect1}{Introduction} There are two schools of thought when it comes to installing applications. The first, common to Windows and Mac OS X, is that applications should be self-contained, and their installation should not depend on anything...
aosa/src/v1/tex/en/packaging.tex
books
aosa
aosa/src/v1
CC-BY-3.0
CC-BY-3.0
12308deff812eb3a4fa4e210ae5496e154961311
doc
false
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55,151
-1
\begin{aosachapter}{Ninja}{s:ninja}{Evan Martin} Ninja is a build system similar to Make. As input you describe the commands necessary to process source files into \emph{target} files. Ninja uses these commands to bring targets up to date. Unlike many other build systems, Ninja's main design goal was speed. I wrote N...
aosa/src/posa/tex/ninja.tex
books
aosa
aosa/src/posa
CC-BY-3.0
CC-BY-3.0
12308deff812eb3a4fa4e210ae5496e154961311
doc
false
0.004
false
false
29,664
-1
\begin{aosachapter}{The Glasgow Haskell Compiler}{s:ghc}{Simon Marlow and Simon Peyton Jones} The Glasgow Haskell Compiler (GHC) started as part of an academic research project funded by the UK government at the beginning of the 1990s, with several goals in mind: \begin{aosaitemize} \item To make freely available a ...
aosa/src/v2/tex/en/ghc.tex
books
aosa
aosa/src/v2
CC-BY-3.0
CC-BY-3.0
12308deff812eb3a4fa4e210ae5496e154961311
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74,775
-1
\begin{aosachapter}{LLVM}{s:llvm}{Chris Lattner} This chapter discusses some of the design decisions that shaped LLVM\footnote{\url{http://llvm.org}}, an umbrella project that hosts and develops a set of close-knit low-level toolchain components (e.g., assemblers, compilers, debuggers, etc.), which are designed to be ...
aosa/src/v1/tex/en/llvm.tex
books
aosa
aosa/src/v1
CC-BY-3.0
CC-BY-3.0
12308deff812eb3a4fa4e210ae5496e154961311
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false
0.02
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45,000
-1
\begin{aosachapter}{SocialCalc}{s:socialcalc}{Audrey Tang} L'histoire des tableurs s'étend sur plus de 30 ans. Le premier logiciel tableur, VisiCalc, fut conçu par Dan Bricklin en 1978 et distribué en 1979. Le concept d'origine était assez simple : un tableau qui s'étend à l'infini sur deux dimensions, les cellules ...
aosa/src/v1/tex/fr/socialcalc.tex
books
aosa
aosa/src/v1
CC-BY-3.0
CC-BY-3.0
12308deff812eb3a4fa4e210ae5496e154961311
doc
false
0.036
false
false
38,877
-1
\begin{aosachapter}{OSCAR}{s:oscar}{Jennifer Ruttan} Since their initial adoption, EMR (electronic medical record) systems have attempted to bridge the gap between the physical and digital worlds of patient care. Governments in countries around the world have attempted to come up with a solution that enables better ca...
aosa/src/v2/tex/en/oscar.tex
books
aosa
aosa/src/v2
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CC-BY-3.0
12308deff812eb3a4fa4e210ae5496e154961311
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39,018
-1
\documentclass{book} \usepackage{graphicx} \usepackage{epstopdf} \usepackage[hyphens]{url} % this package doesn't make proper clickable links, but % \usepackage{hyperref} % this package breaks the build. \usepackage{microtype} \usepackage{amssymb} \usepackage{framed} % for sidebars \usepackage[includefoot]{geometry} %...
aosa/src/v2/tex/en/aosa2.tex
books
aosa
aosa/src/v2
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\begin{aosachapter}{matplotlib}{s:matplotlib}{John Hunter and Michael Droettboom} %% American spelling. --ARB matplotlib is a Python-based plotting library with full support for 2D and limited support for 3D graphics, widely used in the Python scientific computing community. The library targets a broad range of use ...
aosa/src/v2/tex/en/matplotlib.tex
books
aosa
aosa/src/v2
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CC-BY-3.0
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40,366
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\begin{aosachapter}{Working with Big Data in Bioinformatics}{s:khmer}{Eric McDonald and C.\/Titus Brown} \aosasecti{Introduction} \aosasectii{Bioinformatics and Big Data} The field of bioinformatics seeks to provide tools and analyses that facilitate understanding of the molecular mechanisms of life on Earth, largel...
aosa/src/posa/tex/khmer.tex
books
aosa
aosa/src/posa
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\begin{aosachapter}{High Performance Networking~in Chrome}{s:chrome}{Ilya Grigorik} \aosasecti{History and Guiding Principles of Google Chrome} Google Chrome was first released in the second half of 2008, as a beta version for the Windows platform. The Google-authored code powering Chrome was also made available unde...
aosa/src/posa/tex/chrome.tex
books
aosa
aosa/src/posa
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\begin{aosachapter}{CMake}{s:cmake}{Bill Hoffman and Kenneth Martin} In 1999 the National Library of Medicine engaged a small company called Kitware to develop a better way to configure, build, and deploy complex software across many different platforms. This work was part of the Insight Segmentation and Registration ...
aosa/src/v1/tex/en/cmake.tex
books
aosa
aosa/src/v1
CC-BY-3.0
CC-BY-3.0
12308deff812eb3a4fa4e210ae5496e154961311
doc
false
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25,874
-1
\begin{aosachapter}{Git}{s:git}{Susan Potter} \begin{aosasect1}{Git in a Nutshell} Git enables the maintenance of a digital body of work (often, but not limited to, code) by many collaborators using a peer-to-peer network of repositories. It supports distributed workflows, allowing a body of work to either eventually...
aosa/src/v2/tex/en/git.tex
books
aosa
aosa/src/v2
CC-BY-3.0
CC-BY-3.0
12308deff812eb3a4fa4e210ae5496e154961311
doc
false
0.002
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29,644
-1
\begin{aosachapter}{From SocialCalc to EtherCalc}{s:ethercalc}{Audrey Tang} \href{http://ethercalc.net/}{EtherCalc} is an online spreadsheet system optimized toward simultaneous editing, using SocialCalc as its in-browser spreadsheet engine. Designed by Dan Bricklin (the inventor of spreadsheets), SocialCalc is part o...
aosa/src/posa/tex/ethercalc.tex
books
aosa
aosa/src/posa
CC-BY-3.0
CC-BY-3.0
12308deff812eb3a4fa4e210ae5496e154961311
doc
false
0.013
false
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23,164
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\begin{aosachapter}{Open MPI}{s:openmpi}{Jeffrey M.\ Squyres} \begin{aosasect1}{Background} Open MPI~\cite{bib:open-mpi-general} is an open source software implementation of The Message Passing Interface (MPI) standard. Before the architecture and innards of Open MPI will make any sense, a little background on the MP...
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\begin{aosachapter}{Telepathy}{s:telepathy}{Danielle Madeley} Telepathy\footnote{\url{http://telepathy.freedesktop.org/}, or see the developers' manual at \url{http://telepathy.freedesktop.org/doc/book/}} is a modular framework for real-time communications that handles voice, video, text, file transfer, and so on. Wha...
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\begin{aosachapter}{MemShrink}{s:memshrink}{Kyle Huey} \aosasecti{Introduction} Firefox has long had a reputation for using too much memory. The accuracy of that reputation has varied over the years but it has stuck with the browser. Every Firefox release in the past several years has been met by skeptical users with...
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\begin{aosachapter}{ITK}{s:itk}{Luis Ib\'{a}\~{n}ez and Brad King} %% American spelling \begin{aosasect1}{What Is ITK?} ITK (the Insight Toolkit)\footnote{\url{http://www.itk.org}} is a library for image analysis that was developed by the initiative, and mainly with the funding, of the US National Library of Medicin...
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\begin{aosachapter}{Infinispan}{s:infinispan}{Manik Surtani} \aosasecti{Introduction} Infinispan\footnote{\url{http://www.infinispan.org}}~is an open source data grid platform. It is a distributed, in-memory key-value NoSQL~store. Software architects typically use data grids like Infinispan either as a performance-en...
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\begin{aosachapter}{Applying Optimization Principle Patterns to Component Deployment and Configuration Tools}{s:dance}{Doug C. Schmidt, William R. Otte, and Aniruddha Gokhale} \aosasecti{Introduction} \label{intro} \emph{Distributed, real-time and embedded} (DRE) systems are an important class of...
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\begin{aosachapter}{VTK}{s:vtk}{Berk Geveci and Will Schroeder} The Visualization Toolkit (VTK) is a widely used software system for data processing and visualization. It is used in scientific computing, medical image analysis, computational geometry, rendering, image processing and informatics. In this chapter we pro...
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\begin{aosachapter}{Talos}{s:talos}{Clint Talbert and Joel Maher} At Mozilla, one of our very first automation systems was a performance testing framework we dubbed Talos. Talos had been faithfully maintained without substantial modification since its inception in 2007, even though many of the original assumptions and...
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\begin{aosachapter}{Riak and Erlang/OTP}{s:riak}{Francesco Cesarini, Andy Gross, and Justin Sheehy} Riak is a distributed, fault tolerant, open source database that illustrates how to build large scale systems using Erlang/OTP\@. Thanks in large part to Erlang's support for massively scalable distributed systems, Ria...
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\documentclass[10pt]{book} \usepackage{makeidx} \usepackage{framed} \setlength{\FrameSep}{0mm} \makeindex %\usepackage{showidx} % mark overful hboxes %\overfullrule=5mm \usepackage{kpfonts} \newcommand{\eq}{=} %\usepackage[nott]{kpfonts} %\SetMathAlphabet{\mathtt}{normal}{OT1}{\ttdefault}{m}{n} %\SetMathAlphabet{\m...
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\chapter{Binary Trees} \chaplabel{binarytrees} This chapter introduces one of the most fundamental structures in computer science: binary trees. The use of the word \emph{tree} \index{tree}% \index{tree!binary}% \index{binary tree}% here comes from the fact that, when we draw them, the resultant drawing often resembl...
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\chapter*{Why This Book?} \addcontentsline{toc}{chapter}{Why This Book?} There are plenty of books that teach introductory data structures. Some of them are very good. Most of them cost money, and the vast majority of computer science undergraduate students will shell out at least some cash on a data structures book....
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\chapter{Sorting Algorithms} \chaplabel{sorting} This chapter discusses algorithms for sorting a set of #n# items. This might seem like a strange topic for a book on data structures, but there are several good reasons for including it here. The most obvious reason is that two of these sorting algorithms (quicksort an...
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\chapter{Heaps} \chaplabel{heaps} In this chapter, we discuss two implementations of the extremely useful priority #Queue# data structure. Both of these structures are a special kind of binary tree called a \emph{heap}, \index{heap}% \index{binary heap}% \index{heap!binary}% which means ``a disorganized pile.'' Thi...
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\chapter{Hash Tables} \chaplabel{hashtables} \chaplabel{hashing} Hash tables are an efficient method of storing a small number, #n#, of integers from a large range $U=\{0,\ldots,2^{#w#}-1\}$. The term \emph{hash table} \index{hash table}% includes a broad range of data structures. The first part of this chapter focus...
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\chapter{Skiplists} \chaplabel{skiplists} In this chapter, we discuss a beautiful data structure: the skiplist, which has a variety of applications. Using a skiplist we can implement a #List# that has $O(\log n)$ time implementations of #get(i)#, #set(i,x)#, #add(i,x)#, and #remove(i)#. We can also implement an #SSe...
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\chapter{External Memory Searching} \chaplabel{btree} Throughout this book, we have been using the #w#-bit word-RAM model of computation defined in \secref{model}. An implicit assumption of this model is that our computer has a large enough random access memory to store all of the data in the data structure. In som...
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\chapter*{Acknowledgments} \addcontentsline{toc}{chapter}{Acknowledgments} I am grateful to Nima~Hoda, who spent a summer tirelessly proofreading many of the chapters in this book; to the students in the Fall 2011 offering of COMP2402/2002, who put up with the first draft of this book and spotted many typographic, gra...
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\chapter{Introduction} \pagenumbering{arabic} Every computer science curriculum in the world includes a course on data structures and algorithms. Data structures are \emph{that} important; they improve our quality of life and even save lives on a regular basis. Many multi-million and several multi-billion dollar comp...
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\chapter{Graphs} \chaplabel{graphs} %\textbf{Warning to the Reader:} This chapter is still being actively %developed, meaning that the code has not been thoroughly tested and/or %the text has not be carefully proofread. In this chapter, we study two representations of graphs and basic algorithms that use these repres...
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\chapter{Red-Black Trees} \chaplabel{redblack} \index{binary search tree!red-black}% \index{red-black tree}% In this chapter, we present red-black trees, a version of binary search trees with logarithmic height. Red-black trees are one of the most widely used data structures. They appear as the primary search struct...
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\chapter{Data Structures for Integers} In this chapter, we return to the problem of implementing an #SSet#. The difference now is that we assume the elements stored in the #SSet# are #w#-bit integers. That is, we want to implement #add(x)#, #remove(x)#, and #find(x)# where $#x#\in\{0,\ldots,2^{#w#}-1\}$. It is not t...
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\chapter{Partial Rebuilding} In other chapters, we have seen structures that obtain their efficiency through the use of \emph{global rebuilding}: Occasionally, the entire structure is rebuilt in a ``balanced'' manner. The best example of this are the array-based list implementations of \chapref{X}. In these impleme...
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\chapter{Scapegoat Trees} \chaplabel{scapegoat} In this chapter, we study a binary search tree data structure, the #ScapegoatTree#. This structure is based on the common wisdom that, when something goes wrong, the first thing people tend to do is find someone to blame (the \emph{scapegoat}). \index{scapegoat}% Once b...
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\chapter{Array-Based Lists} \chaplabel{arrays} In this chapter, we will study implementations of the #List# and #Queue# interfaces where the underlying data is stored in an array, called the \emph{backing array}. \index{backing array}% The following table summarizes the running times of operations for the data structu...
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\chapter{Random Binary Search Trees} \chaplabel{rbs} In this chapter, we present a binary search tree structure that uses randomization to achieve $O(\log #n#)$ expected time for all operations. \section{Random Binary Search Trees} \seclabel{rbst} Consider the two binary search trees shown in \figref{rbs-lvc}, each ...
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\cpponly{ \chapter*{Preface to the C++ Edition} \addcontentsline{toc}{chapter}{Preface to the C++ Edition} This book is intended to teach the design and analysis of basic data structures and their implementation in an object-oriented language. In this edition, the language happens to be C++. This book is not intended...
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\chapter{Linked Lists} \chaplabel{linkedlists} \index{linked list}% In this chapter, we continue to study implementations of the #List# interface, this time using pointer-based data structures rather than arrays. The structures in this chapter are made up of nodes that contain the list items. Using references (point...
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// Copyright 2017-2026 The Khronos Group Inc. // SPDX-License-Identifier: CC-BY-4.0 include::{generated}/meta/{refprefix}cl_khr_terminate_context.txt[] === Other Extension Metadata *Last Modified Date*:: 2020-04-21 *IP Status*:: No known IP claims. === Description The {cl_khr_terminate_context_EXT} extensi...
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// Copyright 2017-2026 The Khronos Group Inc. // SPDX-License-Identifier: CC-BY-4.0 [[opencl-platform-layer]] = The OpenCL Platform Layer This section describes the OpenCL platform layer which implements platform-specific features that allow applications to query OpenCL devices, device configuration information, and ...
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// Copyright 2021-2026 The Khronos Group Inc. // SPDX-License-Identifier: CC-BY-4.0 include::{generated}/meta/{refprefix}cl_khr_external_semaphore_sync_fd.txt[] === Other Extension Metadata *Last Modified Date*:: 2024-03-15 *IP Status*:: No known IP claims. *Contributors*:: - Ajit Hakke-Patil, NVIDIA - A...
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// Copyright 2017-2026 The Khronos Group Inc. // SPDX-License-Identifier: CC-BY-4.0 include::{generated}/meta/{refprefix}cl_khr_throttle_hints.txt[] === Other Extension Metadata *Last Modified Date*:: 2020-04-21 *IP Status*:: No known IP claims. === Description The {cl_khr_throttle_hints_EXT} extension add...
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// Copyright 2016-2026 The Khronos Group Inc. // SPDX-License-Identifier: CC-BY-4.0 = Acknowledgements The OpenCL specification is the result of the contributions of many people, representing a cross section of the desktop, hand-held, and embedded computer industry. Following is a partial list of the contributors, in...
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// Copyright 2021-2026 The Khronos Group Inc. // SPDX-License-Identifier: CC-BY-4.0 include::{generated}/meta/{refprefix}cl_khr_external_memory_win32.txt[] === Other Extension Metadata *Last Modified Date*:: 2024-06-11 *IP Status*:: No known IP claims. *Contributors*:: - Ajit Hakke-Patil, NVIDIA - Amit R...
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// Copyright 2018-2026 The Khronos Group Inc. // SPDX-License-Identifier: CC-BY-4.0 include::{generated}/meta/{refprefix}cl_khr_command_buffer_mutable_dispatch.txt[] === Other Extension Metadata *Last Modified Date*:: 2025-08-08 *IP Status*:: No known IP claims. *Contributors*:: - Ewan Crawford, Codeplay S...
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// Copyright 2025-2026 The Khronos Group Inc. // SPDX-License-Identifier: CC-BY-4.0 include::{generated}/meta/{refprefix}cl_khr_icd_unloadable.txt[] === Other Extension Metadata *Last Modified Date*:: 2025-11-25 *IP Status*:: No known IP claims. === Description {cl_khr_icd_unloadable_EXT} describes a platf...
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// Copyright 2017-2026 The Khronos Group Inc. // SPDX-License-Identifier: CC-BY-4.0 //@ TODO There are API elements (defines) to this, like DBL_RADIX, as well as OpenCL C //@ TODO Most API elements appear to be in OpenCL 1.0 / OpenCL 1.2 include::{generated}/meta/{refprefix}cl_khr_fp64.txt[] === Other Extension Meta...
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// Copyright 2018-2026 The Khronos Group Inc. // SPDX-License-Identifier: CC-BY-4.0 include::{generated}/meta/{refprefix}cl_ext_image_from_buffer.txt[] === Other Extension Metadata *Last Modified Date*:: 2025-01-15 *IP Status*:: No known IP claims. *Contributors*:: - Kevin Petit, Arm Ltd. - Jeremy Kemp, ...
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// Copyright 2017-2026 The Khronos Group Inc. // SPDX-License-Identifier: CC-BY-4.0 include::{generated}/meta/{refprefix}cl_khr_subgroups.txt[] === Other Extension Metadata *Last Modified Date*:: 2020-04-21 *IP Status*:: No known IP claims. === Description {cl_khr_subgroups_EXT} adds support for implementa...
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// Copyright 2017-2026 The Khronos Group Inc. // SPDX-License-Identifier: CC-BY-4.0 [[opencl-runtime]] = The OpenCL Runtime In this section we describe the API calls that manage OpenCL objects such as command-queues, memory objects, program objects, kernel objects for kernel functions in a program and calls that allo...
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* _command_buffer_ refers to a valid command-buffer object. * _command_queue_ specifies the command-queue the command will be recorded to. {empty} + If the {cl_khr_command_buffer_multi_device_EXT} extension is not supported, only a single command-queue is supported, and _command_queue_ must be `NULL...
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// Copyright 2017-2026 The Khronos Group Inc. // SPDX-License-Identifier: CC-BY-4.0 = Associated OpenCL Specifications [[opencl-c-kernel-language]] == The OpenCL C Kernel Language The OpenCL C kernel language is defined in the OpenCL C unified specification, which specifies all versions of OpenCL C. When an OpenCL ...
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// Copyright 2018-2026 The Khronos Group Inc. // SPDX-License-Identifier: CC-BY-4.0 include::{generated}/meta/{refprefix}cl_khr_command_buffer_multi_device.txt[] === Other Extension Metadata *Last Modified Date*:: 2024-12-13 *IP Status*:: No known IP claims. *Contributors*:: - Ewan Crawford, Codeplay Softw...
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// Copyright 2018-2026 The Khronos Group Inc. // SPDX-License-Identifier: CC-BY-4.0 include::{generated}/meta/{refprefix}cl_khr_device_uuid.txt[] === Other Extension Metadata *Last Modified Date*:: 2020-08-27 *IP Status*:: No known IP claims. === Description {cl_khr_device_uuid_EXT} adds the ability to que...
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// Copyright 2020-2026 The Khronos Group Inc. // SPDX-License-Identifier: CC-BY-4.0 include::{generated}/meta/{refprefix}cl_khr_subgroup_non_uniform_vote.txt[] === Other Extension Metadata *Last Modified Date*:: 2020-12-15 *IP Status*:: No known IP claims. === Description [[extended-sub-groups]] === Descri...
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// Copyright 2016-2026 The Khronos Group Inc. // SPDX-License-Identifier: CC-BY-4.0 [appendix] = Portability OpenCL is designed to be portable to other architectures and hardware designs. OpenCL has used at its core a C99 based programming language and follows rules based on that heritage. Floating-point arithmetic i...
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// Copyright 2017-2026 The Khronos Group Inc. // SPDX-License-Identifier: CC-BY-4.0 [appendix] = Host environment and thread safety [[shared-opencl-objects]] == Shared OpenCL Objects This section describes which objects can be shared across multiple command-queues. The command-queues can be created in one host threa...
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// Copyright 2018-2026 The Khronos Group Inc. // SPDX-License-Identifier: CC-BY-4.0 include::{generated}/meta/{refprefix}cl_khr_extended_bit_ops.txt[] === Other Extension Metadata *Last Modified Date*:: 2021-04-22 *IP Status*:: No known IP claims. === Description {cl_khr_extended_bit_ops_EXT} adds built-in...
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// Copyright 2021-2026 The Khronos Group Inc. // SPDX-License-Identifier: CC-BY-4.0 include::{generated}/meta/{refprefix}cl_khr_external_memory.txt[] === Other Extension Metadata *Last Modified Date*:: 2024-09-03 *IP Status*:: No known IP claims. *Contributors*:: - Ajit Hakke-Patil, NVIDIA - Amit Rao, NV...
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// Copyright 2017-2026 The Khronos Group Inc. // SPDX-License-Identifier: CC-BY-4.0 include::{generated}/meta/{refprefix}cl_khr_il_program.txt[] === Other Extension Metadata *Last Modified Date*:: 2020-04-21 *IP Status*:: No known IP claims. === Description {cl_khr_il_program_EXT} adds the ability to creat...
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// Copyright 2024-2026 The Khronos Group Inc. // SPDX-License-Identifier: CC-BY-4.0 include::{generated}/meta/{refprefix}cl_ext_buffer_device_address.txt[] === Other Extension Metadata *Last Modified Date*:: 2025-02-04 *IP Status*:: No known IP claims. *Contributors*:: - Pekka Jääskeläinen, Intel + - Kar...
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// Copyright 2017-2026 The Khronos Group Inc. // SPDX-License-Identifier: CC-BY-4.0 include::{generated}/meta/{refprefix}cl_khr_int64_base_atomics.txt[] === Other Extension Metadata *Last Modified Date*:: 2020-04-21 *IP Status*:: No known IP claims. === Description {cl_khr_int64_base_atomics_EXT} adds buil...
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// Copyright 2022-2026 The Khronos Group Inc. // SPDX-License-Identifier: CC-BY-4.0 include::{generated}/meta/{refprefix}cl_khr_work_group_uniform_arithmetic.txt[] === Other Extension Metadata *Last Modified Date*:: 2022-04-29 *IP Status*:: No known IP claims. *Contributors*:: - Kevin Petit, Arm Ltd. - B...
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// Copyright 2020-2026 The Khronos Group Inc. // SPDX-License-Identifier: CC-BY-4.0 include::{generated}/meta/{refprefix}cl_khr_subgroup_shuffle.txt[] === Other Extension Metadata *Last Modified Date*:: 2020-12-15 *IP Status*:: No known IP claims. === Description {cl_khr_subgroup_shuffle_EXT} adds built-in...
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