Replace weird latency "barplot" with our measurements

Makefile

@@ -2,7 +2,7 @@ FIGURES=figures/intra-copy.pdf \
 		figures/opencl-setup.pdf \
 		figures/transf.pdf \
 		figures/throughput.pdf \
-		figures/latency-michele.pdf
+		figures/latency.pdf
 
 .PHONY: clean figures
 
@@ -15,8 +15,8 @@ paper.pdf: paper.tex literature.bib $(FIGURES)
 figures/intra-copy.pdf:
 	@cd data && python intra-copy.py ../figures/intra-copy.pdf
 
-figures/latency-michele.pdf: data/latency-michele-in-us.txt data/latency-hist.py
-	@cd data && python latency-hist.py && cp latency-michele.pdf ../figures
+figures/latency.pdf: data/latency-cpu.txt data/latency-gpu.txt data/latency-hist.py
+	@cd data && python latency-hist.py && cp latency.pdf ../figures
 
 figures/throughput.pdf: data/throughput.cpu data/throughput.gpu data/throughput.py
 	@cd data && python throughput.py && cp throughput.pdf ../figures

data/latency-cpu.txt

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data/latency-hist.py

@@ -2,18 +2,24 @@ import sys
 import numpy as np
 import matplotlib.pyplot as plt
 
-data = np.loadtxt('latency-michele-in-us.txt')
+gpu_data = np.loadtxt('latency-gpu.txt')
+cpu_data = np.loadtxt('latency-cpu.txt')
 
 # check that this is a good/valid idea
-data = data[data < 180]
-data = data[data > 164]
+gpu_data = gpu_data[gpu_data < 175]
+gpu_data = gpu_data[gpu_data > 150]
+
+cpu_data = cpu_data[cpu_data < 175]
+cpu_data = cpu_data[cpu_data > 150]
 
 plt.rc('font', **dict(family='serif'))
 
 plt.figure(figsize=(10, 4))
 
-plt.hist(data, bins=200, normed=True)
+# divide by 2 for one-way latency
+plt.hist(gpu_data / 2, bins=200, normed=False, label='CPU')
+plt.hist(cpu_data / 2, bins=200, normed=False, label='GPU')
 
 plt.xlabel(u'Latency in \u00b5s')
 plt.ylabel('Frequency')
-plt.savefig('latency-michele.pdf', dpi=300, bbox_inches='tight')
+plt.savefig('latency.pdf', dpi=300, bbox_inches='tight')

paper.tex

@@ -23,8 +23,9 @@
   Modern physics experiments have reached multi-GB/s data rates.  Fast data
   links and high performance computing stages are required for continuous
   acquisition and processing. Because of their intrinsic parallelism and
-  % I would remove the computing from here and leave "ideal solution",
+  % LR: I would remove the computing from here and leave "ideal solution",
   % afterwards we have again computing...
+  % MV: that was your original content, I just rephrased it a bit
   computational power, GPUs emerged as an ideal computing solution for high
   performance computing applications. To connect a fast data acquisition stage
   with a GPU's processing power, we developed an architecture consisting of a
@@ -71,9 +72,10 @@ of AMD's DirectGMA technology into our processing pipeline. In our solution,
 PCI-express (PCIe) has been chosen as a data link between FPGA boards and the
 host computer. Due to its high bandwidth and modularity, PCIe quickly became the
 commercial standard for connecting high-throughput peripherals such as GPUs or
-solid state disks.  Optical PCIe networks have been demonstrated
+solid state disks. Optical PCIe networks have been demonstrated
 % JESUS: time span -> for, point in time -> since ...
 % BUDDHA: Ok boss. I wanted to say "since 10 years ago...", is for ok?
+% DEUS: "since 10 years ago" is also wrong, it means that something happened at that time
 for nearly a decade~\cite{optical_pcie}, opening the possibility of using PCIe
 as a communication bus over long distances. In particular, in HEP DAQ systems,
 optical links are preferred over electrical ones because of their superior
@@ -266,7 +268,7 @@ page sizes}
 % compared to the previous setup, making it a more cost-effective solution.
 
 \begin{figure}
-  \includegraphics[width=\textwidth]{figures/latency-michele}
+  \includegraphics[width=\textwidth]{figures/latency}
   \caption{%
     Relative frequency of measured latencies for a single 4 KB packet transfered
     from the GPU to the FPGA.