[Rprotobuf-commits] r903 - papers/jss
noreply at r-forge.r-project.org
noreply at r-forge.r-project.org
Tue Nov 25 00:06:12 CET 2014
Author: murray
Date: 2014-11-25 00:06:05 +0100 (Tue, 25 Nov 2014)
New Revision: 903
Modified:
papers/jss/article.Rnw
Log:
Remove a duplicate word in the last paragraph of the introduction, add
a word to fix a linewrap in section 4, and add a paragraph to the
beginning of section 7 to make it more interesting. More work on
sections 6,7, and 8 is sorely needed.
Modified: papers/jss/article.Rnw
===================================================================
--- papers/jss/article.Rnw 2014-11-19 17:22:57 UTC (rev 902)
+++ papers/jss/article.Rnw 2014-11-24 23:06:05 UTC (rev 903)
@@ -215,7 +215,7 @@
Section~\ref{sec:rprotobuf-basic} describes the interactive \proglang{R} interface
provided by the \pkg{RProtoBuf} package, and introduces the two main abstractions:
\emph{Messages} and \emph{Descriptors}. Section~\ref{sec:rprotobuf-classes}
-details the implementation details of the main S4 classes and methods.
+details the implementation of the main S4 classes and methods.
Section~\ref{sec:types} describes the challenges of type coercion
between \proglang{R} and other languages. Section~\ref{sec:evaluation} introduces a
general \proglang{R} language schema for serializing arbitrary \proglang{R} objects and evaluates
@@ -689,7 +689,7 @@
\subsubsection*{Enum and EnumValue descriptors}
\label{subsec-enum-descriptor}
-The \code{EnumDescriptor} contains information about what values a
+The \code{EnumDescriptor} type contains information about what values a
type defines, while the \code{EnumValueDescriptor} describes an
individual enum constant of a particular type. The \verb|$| operator
can be used to retrieve the value of enum constants contained in the
@@ -1074,6 +1074,12 @@
\section{Application: Distributed data collection with MapReduce}
\label{sec:mapreduce}
+Protocol Buffers have been used extensively at Google for almost all
+RPC protocols, and for storing structured information in a variety of
+persistent storage systems since 2000 \citep{dean2009designs}. The
+\pkg{RProtoBuf} package has been in widespread use by hundreds of
+analysts at Google since 2010.
+
Many large data sets in fields such as particle physics and information
processing are stored in binned or histogram form in order to reduce
the data storage requirements \citep{scott2009multivariate}. In the
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