{ "cells": [ { "cell_type": "markdown", "metadata": { "hideCode": true, "hidePrompt": true }, "source": [ "# Estimation de la latence et de la capacité d’une connexion à partir de mesures asymétriques (sujet 4)" ] }, { "cell_type": "markdown", "metadata": { "hideCode": true, "hidePrompt": true }, "source": [ "## Introduction" ] }, { "cell_type": "markdown", "metadata": { "hideCode": true, "hidePrompt": true }, "source": [ "Pour notre analyse sur les caractéristiques d'une connexion nous utiliserons un modèle simplifié qui néglige certains détails.\n", "Ce modèle permet de mettre en relation le **temps d'envoi $T$** (en secondes) d'un message de **taille $S$** (en octets) par une connexion de **latence $L$** (en secondes) et de **capacité $C$** (en octets/seconde) par la formule suivante : $$T(S) = L + S/C$$" ] }, { "cell_type": "markdown", "metadata": { "hideCode": true, "hidePrompt": true }, "source": [ "Nous allons donc tenter de déterminer la latence et la capacité d'une connection à partir de deux jeux de données brutes, qui ont été obtenus pour deux connexions différentes avec l'outil `ping`." ] }, { "cell_type": "markdown", "metadata": { "hideCode": true, "hidePrompt": true }, "source": [ "## Analyse des données" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Dépendances" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "import pandas as pd\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 1. Connexion courte à l'intérieur d'un campus" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Récupération et formatage des données" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "raw_data_1 = pd.read_csv(\"http://mescal.imag.fr/membres/arnaud.legrand/teaching/2014/RICM4_EP_ping/liglab2.log.gz\",sep=' ',header=None)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Les données brutes sont stockées dans une variable `raw_data_1`" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "def convert_date(raw_date):\n", " return float(raw_date[1:-1])-1421761682\n", "\n", "def convert_size(raw_size):\n", " return int(raw_size)\n", "\n", "def convert_time(raw_time):\n", " if(pd.isna(raw_time)):\n", " return None\n", " return float(raw_time[5:])\n", "\n", "def format_data(raw_data):\n", " output_data = {}\n", " output_data[\"date\"] = [convert_date(d) for d in raw_data[0]]\n", " output_data[\"size\"] = [convert_size(s) for s in raw_data[1]]\n", " output_data[\"time\"] = [convert_time(t) for t in raw_data[8]]\n", " return output_data\n", "\n", "data_1 = format_data(raw_data_1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Les données brutes sont formatée pour obtenir la date, la taille et le temps d'envoi de chaque mesure." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Temps de transmission en fonction du temps" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "def display_graph_1(start=0,end=-1):\n", " plt.plot(data_1[\"date\"][start:end],data_1[\"time\"][start:end])\n", " plt.xlabel(\"Date (sec)\")\n", " plt.ylabel(\"Temps d'envoi (ms)\")\n", " plt.title(\"Évolution du temps de transmission au cours du temps\")\n", " plt.show()\n", "\n", "display_graph_1()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "L'évolution du temps de transmission est représenté ici sur toute la plage de données.\n", "On constate une tendance du temps de transmission entre 50ms et 100ms.\n", "Cependant on constate également que cette valeur est très variable, avec des pics à plus de 250ms et des creux avoisinants les 1ms.\n", "Il semble probable que ces fluctuations ne soient pas seulement dûes à la taille des messages mais également à d'autres paramètres extérieurs." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "display_graph_1(20300,20500)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "En observant ici les données sur une échelle plus petite, on constate le même phénomène de fluctuation importante du temps de transmission." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Temps de transmission en fonction de la taille des messages" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "def display_graph_2(start=0,end=-1):\n", " x, y = zip(*sorted(zip(data_1[\"size\"],data_1[\"time\"])))\n", " plt.plot(x[start:end],y[start:end])\n", " plt.xlabel(\"Taille du message (octets)\")\n", " plt.ylabel(\"Temps d'envoi (ms)\")\n", " plt.title(\"Temps de transmission en fonction de la taille des messages\")\n", " plt.show()\n", "\n", "display_graph_2()" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "display_graph_2(32960,33140)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "On observe une rupture dans le graphique aux alentours de 1500 octets.\n", "En utilisant une échelle plus petite, on peut estimer que la taille à partir de laquelle la variabilité change est 1481 octets." ] } ], "metadata": { "hide_code_all_hidden": true, "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.4" } }, "nbformat": 4, "nbformat_minor": 2 }