From b256cbbe74f6a42b77afa0e7ceddfdec3414f510 Mon Sep 17 00:00:00 2001
From: =?utf8?q?S=C3=A9bastien=20Miqu=C3=A9e?=
 <sebastien.miquee@univ-fcomte.fr>
Date: Tue, 15 Feb 2011 11:19:59 +0100
Subject: [PATCH] Section 4 correction.

 - Minor corrections on the figure;

 - Expanding step descriptions in order to address the "unclear" part
   of the the second review.
---
 figures/neurad_gridif.eps |  96 +++++++++++++++++++-------------------
 figures/neurad_gridif.fig |  30 ++++++------
 figures/neurad_gridif.pdf | Bin 12380 -> 12383 bytes
 gpc2011.tex               |  18 ++++---
 4 files changed, 75 insertions(+), 69 deletions(-)

diff --git a/figures/neurad_gridif.eps b/figures/neurad_gridif.eps
index 2c51089..fdbef39 100644
--- a/figures/neurad_gridif.eps
+++ b/figures/neurad_gridif.eps
@@ -1,7 +1,7 @@
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+%%CreationDate: Tue Feb 15 11:18:39 2011
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diff --git a/figures/neurad_gridif.fig b/figures/neurad_gridif.fig
index 6bce9e6..eb061a1 100644
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diff --git a/figures/neurad_gridif.pdf b/figures/neurad_gridif.pdf
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diff --git a/gpc2011.tex b/gpc2011.tex
index 8c7d299..b9f31ac 100644
--- a/gpc2011.tex
+++ b/gpc2011.tex
@@ -265,18 +265,24 @@ The execution scheme is then the following (see Figure
 \ref{fig:neurad_grid}):
 \begin{enumerate}
 \item We first send the learning application and its data to the
-  middleware (more precisely on warehouses (DW)) and create the
-  computation module;
+  middleware. In a first time, we send the application to data
+  warehouses (DW), and the create an "application module" on the
+  coordinator (Coord.) including references retrieved from the
+  previous sending operation. In a second time, we apply the same
+  process to application data.
 \item When a worker (W) is ready to compute, it requests a task to
   execute to the coordinator (Coord.);
-\item The coordinator assigns the worker a task. This last one retrieves the
-application and its assigned data and so can start the computation;
-\item At the end of the learning process, the worker sends the result to a warehouse.
+\item The coordinator assigns the worker a task. This last one
+  retrieves the application and its assigned data, by requesting them
+  to DW with references sent by the coordinator, and so can start the
+  computation;
+\item At the end of the learning process, the worker sends the result
+  to a warehouse.
 \end{enumerate}
 
 The last step of the application is to retrieve these results (some
 weighted neural networks) and exploit them through a dose distribution
-process.
+process. This last step is out of the scope of this paper.
 
 
 
-- 
2.20.1