diff --git a/expe_replay_feedback_KTH.ipynb b/expe_replay_feedback_KTH.ipynb
index b259310671918387a64811165b3599fe800bd614..9a80956e1e00e56d9ad7c7b963169e45bf856d6a 100644
--- a/expe_replay_feedback_KTH.ipynb
+++ b/expe_replay_feedback_KTH.ipynb
@@ -874,7 +874,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [
     {
@@ -887,11 +887,11 @@
       "Simulation start.\n",
       "******************\n",
       "\n",
-      "\u001b[36mINFO\u001b[0m[2023-05-25 16:06:08.450] Waiting for valid context                     \u001b[36mbatsim command\u001b[0m=\"batsim -p platform/KTH/infra.xml -w workload/empty_workload.json -e out/expe_replay_KTH/a0_EASY/ --energy --enable-compute-sharing --enable-dynamic-jobs --acknowledge-dynamic-jobs --enable-profile-reuse\" \u001b[36mextracted socket endpoint\u001b[0m=\"tcp://localhost:28000\" \u001b[36mready timeout (seconds)\u001b[0m=10\n",
-      "\u001b[36mINFO\u001b[0m[2023-05-25 16:06:08.460] Starting simulation                           \u001b[36mbatsim cmdfile\u001b[0m=out/expe_replay_KTH/a0_EASY/cmd/batsim.bash \u001b[36mbatsim command\u001b[0m=\"batsim -p platform/KTH/infra.xml -w workload/empty_workload.json -e out/expe_replay_KTH/a0_EASY/ --energy --enable-compute-sharing --enable-dynamic-jobs --acknowledge-dynamic-jobs --enable-profile-reuse\" \u001b[36mbatsim logfile\u001b[0m=out/expe_replay_KTH/a0_EASY/log/batsim.log \u001b[36mscheduler cmdfile\u001b[0m=out/expe_replay_KTH/a0_EASY/cmd/sched.bash \u001b[36mscheduler command\u001b[0m=\"batmen -v easy_bf --variant_options_filepath=out/expe_replay_KTH/a0_EASY/cmd/user_description_file.json\" \u001b[36mscheduler logfile (err)\u001b[0m=out/expe_replay_KTH/a0_EASY/log/sched.err.log \u001b[36mscheduler logfile (out)\u001b[0m=out/expe_replay_KTH/a0_EASY/log/sched.out.log \u001b[36msimulation timeout (seconds)\u001b[0m=604800\n",
-      "\u001b[36mINFO\u001b[0m[2023-05-25 16:06:32.590] Simulation subprocess succeeded               \u001b[36mcommand\u001b[0m=\"batsim -p platform/KTH/infra.xml -w workload/empty_workload.json -e out/expe_replay_KTH/a0_EASY/ --energy --enable-compute-sharing --enable-dynamic-jobs --acknowledge-dynamic-jobs --enable-profile-reuse\" \u001b[36mcommand file\u001b[0m=out/expe_replay_KTH/a0_EASY/cmd/batsim.bash \u001b[36mprocess name\u001b[0m=Batsim \u001b[36mstderr file\u001b[0m=out/expe_replay_KTH/a0_EASY/log/batsim.log \u001b[36mstdout file\u001b[0m=/dev/null\n",
-      "\u001b[36mINFO\u001b[0m[2023-05-25 16:06:32.590] The second process might be killed soon...    \u001b[36mpotential victim name\u001b[0m=Scheduler \u001b[36msuccess timeout (seconds)\u001b[0m=3600\n",
-      "\u001b[36mINFO\u001b[0m[2023-05-25 16:06:32.613] Simulation subprocess succeeded               \u001b[36mcommand\u001b[0m=\"batmen -v easy_bf --variant_options_filepath=out/expe_replay_KTH/a0_EASY/cmd/user_description_file.json\" \u001b[36mcommand file\u001b[0m=out/expe_replay_KTH/a0_EASY/cmd/sched.bash \u001b[36mprocess name\u001b[0m=Scheduler \u001b[36mstderr file\u001b[0m=out/expe_replay_KTH/a0_EASY/log/sched.err.log \u001b[36mstdout file\u001b[0m=out/expe_replay_KTH/a0_EASY/log/sched.out.log\n",
+      "\u001b[36mINFO\u001b[0m[2023-06-02 13:53:46.862] Waiting for valid context                     \u001b[36mbatsim command\u001b[0m=\"batsim -p platform/KTH/infra.xml --quiet -w workload/empty_workload.json -e out/expe_replay_KTH/a0_EASY/ --energy --enable-compute-sharing --enable-dynamic-jobs --acknowledge-dynamic-jobs --enable-profile-reuse\" \u001b[36mextracted socket endpoint\u001b[0m=\"tcp://localhost:28000\" \u001b[36mready timeout (seconds)\u001b[0m=10\n",
+      "\u001b[36mINFO\u001b[0m[2023-06-02 13:53:46.880] Starting simulation                           \u001b[36mbatsim cmdfile\u001b[0m=out/expe_replay_KTH/a0_EASY/cmd/batsim.bash \u001b[36mbatsim command\u001b[0m=\"batsim -p platform/KTH/infra.xml --quiet -w workload/empty_workload.json -e out/expe_replay_KTH/a0_EASY/ --energy --enable-compute-sharing --enable-dynamic-jobs --acknowledge-dynamic-jobs --enable-profile-reuse\" \u001b[36mbatsim logfile\u001b[0m=out/expe_replay_KTH/a0_EASY/log/batsim.log \u001b[36mscheduler cmdfile\u001b[0m=out/expe_replay_KTH/a0_EASY/cmd/sched.bash \u001b[36mscheduler command\u001b[0m=\"batmen --verbosity=silent -v easy_bf --variant_options_filepath=out/expe_replay_KTH/a0_EASY/cmd/user_description_file.json\" \u001b[36mscheduler logfile (err)\u001b[0m=out/expe_replay_KTH/a0_EASY/log/sched.err.log \u001b[36mscheduler logfile (out)\u001b[0m=out/expe_replay_KTH/a0_EASY/log/sched.out.log \u001b[36msimulation timeout (seconds)\u001b[0m=604800\n",
+      "\u001b[36mINFO\u001b[0m[2023-06-02 13:54:07.762] Simulation subprocess succeeded               \u001b[36mcommand\u001b[0m=\"batsim -p platform/KTH/infra.xml --quiet -w workload/empty_workload.json -e out/expe_replay_KTH/a0_EASY/ --energy --enable-compute-sharing --enable-dynamic-jobs --acknowledge-dynamic-jobs --enable-profile-reuse\" \u001b[36mcommand file\u001b[0m=out/expe_replay_KTH/a0_EASY/cmd/batsim.bash \u001b[36mprocess name\u001b[0m=Batsim \u001b[36mstderr file\u001b[0m=out/expe_replay_KTH/a0_EASY/log/batsim.log \u001b[36mstdout file\u001b[0m=/dev/null\n",
+      "\u001b[36mINFO\u001b[0m[2023-06-02 13:54:07.762] The second process might be killed soon...    \u001b[36mpotential victim name\u001b[0m=Scheduler \u001b[36msuccess timeout (seconds)\u001b[0m=3600\n",
+      "\u001b[36mINFO\u001b[0m[2023-06-02 13:54:07.767] Simulation subprocess succeeded               \u001b[36mcommand\u001b[0m=\"batmen --verbosity=silent -v easy_bf --variant_options_filepath=out/expe_replay_KTH/a0_EASY/cmd/user_description_file.json\" \u001b[36mcommand file\u001b[0m=out/expe_replay_KTH/a0_EASY/cmd/sched.bash \u001b[36mprocess name\u001b[0m=Scheduler \u001b[36mstderr file\u001b[0m=out/expe_replay_KTH/a0_EASY/log/sched.err.log \u001b[36mstdout file\u001b[0m=out/expe_replay_KTH/a0_EASY/log/sched.out.log\n",
       "\n",
       "******************\n",
       "Simulation done.\n"
@@ -4185,14 +4185,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 91,
+   "execution_count": 30,
    "metadata": {},
    "outputs": [
     {
      "data": {
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0NN1///1au3Ztnv3s9eH14cOHJUm33XZbrguCN27cWDt37rT0vVHlypVVsWLFbO1ZazNcuXKlwLE0atQox+1eXl6qUaOGjh49qsOHD+u2227L97FvJiQkJMf2KlWq5Gv7jee5f/9+SdcXwe7UqVOO+2UtjH769Gmb4rXltfXHH39I0k3Xo8jSvn17tW3bVv/73/9Uo0YNhYWFqUuXLuratatuv/32XF8vN5Nb7Fnt/36d3XfffXr22Wf1zTff6Pz585Y1cFasWCGz2ax7771Xvr6+NsWSk9x+1zd7TVevXl1eXl45bmvYsKG2b9+e43uoqD3//PMaNWqUevbsqVatWqlHjx7q1KmTunbtmmv8N3Pp0iXdfffdunTpkiZOnKjBgwdbbc96T1y7di3X98S1a9ck2f6eAAAAgGMwsgQAAKAEioiIkKenp44dO6Yff/xR0vUPrb/99ltJ14spNxo7dqx27typBg0aKCoqSqdPn1ZqaqqM69Oyqlq1apIks9mc4/OVL1++wDG++eabWrt2rQICArRs2TIdP35c165dszxn1qLKuT1nQWV98JvXwtNZC6Vfvnw527bcztHJqeCXzLcay63IqdglyVIQuNl2wzAsbZcuXZJ0feTDjh07cvw5ePCgpOsLtdvCltdWUlKSJKlSpUr56u/k5KT169frueeek4eHh9atW6dx48apdevWqlOnjpYuXVrgGKTcf7+5/W7Lly+vQYMGyWw2KzIy0tKeNdLEngu7Zz1fTrJe0zf+rm/kiNetLZ5++mktW7ZMzZs31549ezRz5kz169dP/v7+evzxxy2v3/zKzMzU0KFDdejQIfXt21dTp07N1ifrmElJSbm+J/bs2SPJ9vcEAAAAHINiCQAAQAlUoUIF3XPPPZL+bzTJZ599ptTUVDVs2FCtWrWy9E1PT9dnn30mSVq3bp0GDhyooKAgubq6WrafOXPG7jF++umnkqSlS5fqwQcfVK1ateTm5mbZfurUKbs+X4UKFSRJZ8+ezbXPP//8I0k2f+u8JMZyK7LO44EHHrAUuXL7iYmJKbK4snKWNaolP3x8fDRv3jydO3dOe/fu1fz589WtWzedOHFCI0eO1Oeff17gOM6dO5dje9bvPaff7b+n4tq/f7/27t2rgIAA9erVq8AxFIbczkvK+dxyKrTd6OrVq3aMztqDDz6offv2KT4+XitXrtQjjzyicuXKafHixRo2bFiBjjVx4kR9++23uu2227RixYocC6VZ74mOHTve9D1x/Phxe5wiAAAAigjFEgAAgBIqax2Rzz77TGaz2VI0+feoknPnzunq1avy9fVVgwYNsh3nwIEDysjIsHt8WR8UdujQIdu2hISEXKeosXVKpPr160u6PkVTbh/aZo2CyOpbWLKO//vvv+e4/fLly5ZiUWHHciuyphE7cOCAgyOx1rhxY0nSrl27CryvyWRSixYt9Oyzz2rLli168cUXJUmLFy8u8LGypgPLrT2n322HDh102223ac+ePTpw4IBlVMuwYcPk7Oxc4BgKw6lTp3Kdoiunc8sawZJbkeXo0aN2jjC7gIAA3X///frwww/1v//9T05OTvr6668VHx+fr/1XrlypWbNmqVKlSvryyy/l7e2dY7+s98Qff/yhzMxMu8UPAAAAx6NYAgAAUEL16NFDAQEBSkhI0Pvvv6/t27fLZDLpgQcesOrn4eEh6fq0MTlNCzNr1qxCiS/rebNGUNxo9uzZuRZosvYr6BQ2nTp1kqenp06dOqV169Zl2757927t3LlTJpNJYWFhBTp2QYWHh0uSVq9eneOonffff1+pqamqVatWjgWs4qJz586qXLmyfv311wKPHLH195gfffr0kYuLi3bt2qUdO3bc0rGy1j35+++/C7zvggUL8mzv2bNnjttHjhwpSfroo48sI7DsPQXXrUhLS9NHH32Urf3AgQP64Ycfsr2HgoODJV1fMD4hISHbfh9++GGuz1UYr5NGjRpZ1h/Kz+/1l19+0cMPPywnJydFRkaqXr16ufatV6+emjRposTERC1btsxuMQMAAMDxKJYAAACUUM7Ozho6dKgk6T//+Y8Mw1DXrl1Vs2ZNq36VKlVS48aNlZ6erueff15paWmSpIyMDM2cOVOrVq2yTMllT1mLH48bN87yLXXDMLRs2TK9/fbbcnd3z3G/rA9et23blusIkZx4e3vrqaeekiSNHj1ae/futWyLjY3V8OHDJUmDBg3KdeFre7nzzjt1xx13KDU1VUOGDLGajis6OlpTpkyRJL344os2j6QpCu7u7nr99dclXV+cfM2aNdl+JwcOHNALL7yQrWiR9XvcunWr3eMKDAzU6NGjJUkDBw5UdHS01fa///7bErd0fUq4N954I9u0SAkJCXrnnXckSbfffnuB4zhw4IAmTJhgWXcnPT1dL730kvbs2SMvLy89+eSTOe730EMPqVy5cnrvvff0zz//qHXr1pbRMsVBuXLlNGnSJKvf3V9//WUZzTZw4ECr95Cvr6/atGmj1NRUjR071pKPjIwMvfnmm9q4cWOuz2Xr6yQpKUmDBw9WTEyM1QiPjIwMvfPOO7pw4YLKly9/02Lk2bNndc899yglJUUzZ87M11RoM2fOlMlk0qhRo/Thhx8qPT3davuxY8c0bdo0ffHFFwU6JwAAADgWxRIAAIASLGvKrWvXrlk9/rcZM2bIZDLp/fffV2BgoO644w4FBAToxRdf1Msvv6zAwEC7xzZlyhS5ubnpyy+/VLVq1dS6dWtVr15dw4cP1+DBg9W2bdsc9xswYIBcXV21cuVK1alTR126dFFoaGi+FuF+44031K1bN50+fVq33367GjdurBYtWqhBgwb6/fff1bx5c/2///f/7Hym2ZlMJq1YsULVq1dXTEyMatasqVatWqlevXoKDw/XlStX9OCDD+qJJ54o9Fhu1VNPPaUXX3xR58+f18CBA1W5cmW1adNGrVq1kp+fn5o2bapZs2ZlW/D7/vvvlyTddddduv322xUaGqrQ0FC7rY8zY8YM3X333Tp79qzCw8NVrVo1tWnTRjVq1FD16tU1adIkS99z587ptddeU506dVS9enW1adNGTZs2VVBQkLZs2aJq1arpjTfeKHAMb7zxht5++20FBgaqTZs2CgwM1IwZM+Tk5KQPPvhAQUFBOe4XEBCg3r17Wz5kL06jSqTrU4V16tRJoaGhatCggW6//XbVqVNHe/fuVXBwsN57771s+8ycOVPlypXTsmXL5O/vrzvuuENVq1bVq6++qjlz5uT6XLa+TjIzM7Vq1Sp169ZN3t7eatGiheX/teeee04mk0nz5s2zrDGSm2+//VanTp2Ss7Oz1q5dq06dOuX4s379ess+ffr00bvvvqvU1FQ99thj8vX1VevWrS3PHxISoldeeSXPNYsAAABQ/FAsAQAAKMFatGihpk2bSro+CuDee+/NsV+/fv20fv16dejQQSkpKTp06JDq1q2r5cuXW30D355atWqlbdu2KSwsTJmZmfrzzz/l7++vd955x7K4dU5CQkL01VdfqWvXrrpw4YK2b9+urVu35muxZA8PD23cuFHz589X69atdeLECR0+fFiNGjXS1KlT9eOPP8rPz8+OZ5m7unXrau/evRo/frxq1qypgwcP6uzZs+rSpYs++eQTffzxx8V6VMmNZsyYoR07dmjo0KEqX768fv31Vx0/flzVq1fXww8/rG+++Ubdu3e32ufFF1/UpEmTVLduXf3+++/aunWrtm7dains3So3NzetWbNGn376qbp3765r167p119/lZOTk/r06WM1RVJERIRmzpypsLAwOTs7a//+/YqPj1eTJk00depUHThwINuIrPwYPHiw1q9fr8aNG+vPP//UtWvXdOedd+r777/X4MGD89w3ayouV1dXDRkypMDPXZhMJpPWrFmjyZMnKzMzU7///ruqVKmip556Sv/73/8UEBCQbZ/Q0FBt3LhRnTp1Ulpamg4fPqzbb79dMTExuuuuu3J9LltfJ15eXvrkk0/04IMPqkaNGjp+/LgOHjwoX19fDRs2THv37tWjjz6a73POyMjQjh07cv3593SCo0aN0r59+/Too4+qSpUqOnjwoI4cOaLKlStryJAhWr16tWUkDgAAAEoGk1GQuQ0AAAAAALds0aJFeuqpp3Tvvfdq9erVjg5HkhQTE6Nu3bqpa9euBV6jBgAAACjpGFkCAAAAAEUsawH1rBEmAAAAAByLYgkAAAAAFKGoqCjt3r1bwcHB+VpQHAAAAEDhK+foAAAAAACgLAgNDdXly5e1d+9eSdLUqVPl5MT31wAAAIDigGIJAAAAABSBrVu3ytnZWcHBwRo3blyxW9gdAAAAKMtY4B0AAAAAAAAAAJRpjPkGAAAAAAAAAABlGsUSAAAAAAAAAABQplEsAQAAAAAAAAAAZRrFEgAAAAAAAAAAUKZRLAEAAAAAAAAAAGUaxRIAAAAAAAAAAFCmUSwBAAAAAAAAAABlGsUSAAAAACXG5MmTZTKZCrzfiBEjVLt2bau26dOna+3atfYJDAAAlCgrVqzQvHnzCuXYv//+uyZPnqzjx4/btP+IESNUoUIF+wYF4KYolgBwqNDQUIWGhtq074IFC7R06VK7xgMAAMoOiiUAAJRdhV0smTJlis3FEgCOQbEEQIlFsQQAAAAAABS2jIwMpaamOjoMAIWMYgkAAACAYumbb75RixYt5Obmpjp16ujtt9/O1scwDC1YsEAtWrSQh4eHfHx8dO+99+rYsWN5HttkMunq1av6+OOPZTKZZDKZLKNdz507p6efflqNGjVShQoV5O/vrzvvvFM//PBDYZwmAAAoBOfOndPjjz+uGjVqyM3NTVWqVFHHjh21efNmhYaG6ptvvtGJEycs1wFZ03weP35cJpNJs2bN0tSpU1WnTh25ubnp+++/lyTt3r1b/fv3l6+vr9zd3dWyZUt99tlnluddunSp7rvvPklSt27dLMe+8cueGzZsUPfu3VWxYkV5enqqYcOGmjFjRrZzOHr0qPr06aMKFSqoRo0aGjduHEUboBBRLAFKgKy5uX/77Tfdd999qlixonx9fTV27Filp6fr0KFD6tWrl7y8vFS7dm3NmjXLav+kpCSNHz9ederUkaurq6pVq6YxY8bo6tWrVv3+3//7f+rSpYv8/f1Vvnx5NW3aVLNmzZLZbLbqFxoaqiZNmujnn39W586d5enpqeDgYL355pvKzMy85fOdMmWK2rZtK19fX3l7e+v222/XRx99JMMwLH1q166tgwcPauvWrZYLjxvnIc/vOZtMJo0ePVqffPKJGjZsKE9PTzVv3lxff/11triOHDmioUOHyt/fX25ubmrYsKH+3//7f1Z9MjMzNXXqVDVo0EAeHh6qVKmSmjVrpvnz51v65HXBBgAArvvuu+909913y8vLSytXrtRbb72lzz77TEuWLLHq98QTT2jMmDHq0aOH1q5dqwULFujgwYPq0KGD/vnnn1yPv3PnTnl4eKhPnz7auXOndu7cqQULFkiSEhMTJUmTJk3SN998oyVLlig4OFihoaGKiYkptHMGAAD28+CDD2rt2rV67bXXFB0drQ8//FA9evRQQkKCFixYoI4dOyogIMByHbBz506r/d955x1t2bJFb7/9ttavX6/bbrtN33//vTp27KiLFy9q0aJFWrdunVq0aKH777/fUgzp27evpk+fLun65yxZx+7bt68k6aOPPlKfPn2UmZmpRYsW6auvvtKzzz6rv/76y+r5zWaz+vfvr+7du2vdunV6+OGHNXfuXM2cObPwkweUUeUcHQCA/Bs0aJCGDRumJ554Qps2bbIUMjZv3qynn35a48eP14oVK/TCCy+obt26GjhwoJKTk9W1a1f99ddfeumll9SsWTMdPHhQr732mvbv36/Nmzdbvj0RGxuroUOHWgoMv/76q6ZNm6Y///xT//3vf61iOXPmjB544AGNGzdOkyZN0po1azRx4kQFBQXpoYceuqXzPH78uJ544gnVrFlTkrRr1y4988wzOn36tF577TVJ0po1a3TvvfeqYsWKlg823NzcJKlA5yxd/9bqzz//rNdff10VKlTQrFmzNGDAAB06dEjBwcGSrs832qFDB9WsWVOzZ89WQECANm7cqGeffVbnz5/XpEmTJEmzZs3S5MmT9corr6hLly4ym836888/dfHiRcvzPfjgg/rll180bdo01a9fXxcvXtQvv/yihISEW8obAAClycsvv6yqVatq06ZNcnd3lySFh4dbfTli165dWrx4sWbPnq2xY8da2jt37qz69etrzpw5uX6g0K5dOzk5OalKlSpq166d1bYGDRpYri+k61NvhIeH6/jx43rnnXdsXm8NAAAUnR07dujRRx/VY489Zmm7++67Lf+uVKmS3Nzcsl0HZHF3d9fGjRvl4uJiaevdu7caN26sLVu2qFy56x+rhoeH6/z583rppZf00EMPqUqVKqpXr54kqVGjRlbHv3LlisaOHauOHTtqy5Ytls8munfvnu3509LSNGXKFMsole7du2v37t1asWKF5bMRAHZmACj2Jk2aZEgyZs+ebdXeokULQ5LxxRdfWNrMZrNRpUoVY+DAgYZhGMaMGTMMJycn4+eff7ba9/PPPzckGd9++22Oz5mRkWGYzWZj2bJlhrOzs5GYmGjZ1rVrV0OS8b///c9qn0aNGhnh4eEFOreuXbsaXbt2zXV7Vhyvv/664efnZ2RmZlq2NW7cOMd9C3LOkoyqVasaSUlJlrYzZ84YTk5OxowZMyxt4eHhRvXq1Y1Lly5ZHXP06NGGu7u7JT933XWX0aJFizzPuUKFCsaYMWPy7AMAQFl25coVw8nJyRg9enS2bcOHDzeybmNefvllw2QyGf/8849hNputftq1a2e0adPGar9atWpZHat8+fLG8OHDc4xh4cKFRsuWLQ03NzdDkuXntttus9t5AgCAwnPnnXcalSpVMt544w1j586dRlpamtX2vn37Zrs2MAzDiIuLMyQZzz//vFX7kSNHDEnG22+/ne26Y8GCBYYk4/fffzcMwzBWr15tSDK+//57q2Ns3LjRkGSsWLEiz9iHDx9umEwmIyUlxar9xRdfNNzd3fOZAQAFVaan4dq2bZv69eunoKAgmUwmrV27tsDHMAxDb7/9turXry83NzfVqFHDMtQOsLe77rrL6nHDhg1lMpnUu3dvS1u5cuVUt25dnThxQpL09ddfq0mTJmrRooXS09MtP+Hh4TKZTFZTSezdu1f9+/eXn5+fnJ2d5eLiooceekgZGRk6fPiw1XMHBASoTZs2Vm3NmjWzPO+t2LJli3r06KGKFSta4njttdeUkJCgs2fP3nT/gpyzdH0OUS8vL8vjqlWryt/f33Iu165d03fffacBAwbI09PT6ph9+vTRtWvXtGvXLklSmzZt9Ouvv+rpp5/Wxo0blZSUlC2+Nm3aaOnSpZo6dap27dqVbZozAADKugsXLigzM1MBAQHZtt3Y9s8//8gwDFWtWlUuLi5WP7t27dL58+dtev45c+boqaeeUtu2bRUVFaVdu3bp559/Vq9evZSSkmLzeQEAgKKzatUqDR8+XB9++KHat28vX19fPfTQQzpz5ky+9g8MDLR6nDW95/jx47Nddzz99NOSdNNrj3PnzkmSqlevftPn9/T0tIyuzeLm5qZr167lK34ABVemp+G6evWqmjdvrpEjRyoiIsKmYzz33HOKjo7W22+/raZNm+rSpUs235QBN+Pr62v12NXVNcc/nq6urpYP6f/55x8dPXrUatjojbJerydPnlTnzp3VoEEDzZ8/X7Vr15a7u7t++uknjRo1KtsHA35+ftmO5ebmdssfIPz000/q2bOnQkNDtXjxYlWvXl2urq5au3atpk2blq/j5/ecs9zsXBISEpSenq53331X7777bp7HnDhxosqXL6/ly5dr0aJFcnZ2VpcuXTRz5ky1bt1a0vULtqlTp+rDDz/Uq6++qgoVKmjAgAGaNWtWjh8KAQBQ1vj4+MhkMuX4YcaNbZUrV5bJZNIPP/xgmY7zRjm15cfy5csVGhqqhQsXWrVfvnzZpuMBAICiV7lyZc2bN0/z5s3TyZMn9eWXX+rFF1/U2bNntWHDhpvuf+P03VnHk67f9w8cODDHfRo0aJDnMatUqSJJ2dYnAVA8lOliSe/eva2+kf9vaWlpeuWVV/Tpp5/q4sWLatKkiWbOnGmZo/iPP/7QwoULdeDAgZv+Zwg4SuXKleXh4ZFtzZEbt0vS2rVrdfXqVX3xxReqVauWZfu+ffuKIkyLlStXysXFRV9//bVVEaggI7/ye8755ePjI2dnZz344IMaNWpUjn3q1Kkj6frInrFjx2rs2LG6ePGiNm/erJdeeknh4eE6deqUPD09b/mCDQCA0q58+fJq06aNvvjiC7311luWa4LLly/rq6++svS766679Oabb+r06dMaNGhQgZ8nty96mEymbIWW3377TTt37lSNGjUK/DwAAMCxatasqdGjR+u7777Tjh07JBX8C58NGjRQvXr19Ouvv950Vpms64h/H79Dhw6qWLGiFi1apMGDB2cryABwrDJdLLmZkSNH6vjx41q5cqWCgoK0Zs0a9erVS/v371e9evX01VdfKTg4WF9//bV69eolwzDUo0cPzZo1K9sIAMBR7rrrLk2fPl1+fn6WD/RzkvUH+sYPBgzD0OLFiws9xn/HUa5cOTk7O1vaUlJS9Mknn2Trm9uFTX7POb88PT3VrVs37d27V82aNZOrq2u+9qtUqZLuvfdenT59WmPGjNHx48fVqFEjqz45XbABAADpjTfeUK9evRQWFqZx48YpIyNDM2fOVPny5ZWYmChJ6tixox5//HGNHDlSu3fvVpcuXVS+fHnFx8dr+/btatq0qZ566qlcn6Np06aKiYnRV199pcDAQHl5ealBgwa666679MYbb2jSpEnq2rWrDh06pNdff1116tRRenp6UaUAAADY6NKlS+rWrZuGDh2q2267TV5eXvr555+1YcMGy6iQpk2b6osvvtDChQvVqlUrOTk5WWaEyM3777+v3r17Kzw8XCNGjFC1atWUmJioP/74Q7/88otWr14tSWrSpIkk6YMPPpCXl5fc3d1Vp04d+fn5afbs2Xr00UfVo0cPPfbYY6pataqOHj2qX3/9Ve+9917hJgZAniiW5CI2NlaRkZH666+/FBQUJOn6nIQbNmzQkiVLNH36dB07dkwnTpzQ6tWrtWzZMmVkZOj555/Xvffeqy1btjj4DIDrxowZo6ioKHXp0kXPP/+8mjVrpszMTJ08eVLR0dEaN26c2rZtq7CwMLm6umrIkCGaMGGCrl27poULF+rChQtFGm/fvn01Z84cDR06VI8//rgSEhL09ttv5ziNRtOmTbVy5UqtWrVKwcHBcnd3V9OmTfN9zgUxf/58derUSZ07d9ZTTz2l2rVr6/Llyzp69Ki++uory3u+X79+atKkiVq3bq0qVaroxIkTmjdvnmrVqqV69erl64INAABIYWFhWrt2rV555RXdf//9CggI0NNPP62UlBRNmTLF0u/9999Xu3bt9P7772vBggXKzMxUUFCQOnbsmG19tX+bP3++Ro0apcGDBys5OVldu3ZVTEyMXn75ZSUnJ+ujjz7SrFmz1KhRIy1atEhr1qzJtvYZAAAoftzd3dW2bVt98sknOn78uMxms2rWrKkXXnhBEyZMkHR9av2DBw/qpZde0qVLl2QYhgzDyPO43bp1008//aRp06ZpzJgxunDhgvz8/NSoUSOrUa516tTRvHnzNH/+fIWGhiojI0NLlizRiBEj9MgjjygoKEgzZ87Uo48+KsMwVLt2bQ0fPrxQcwLg5kzGzf4XKCNMJpPWrFmje+65R5K0evVqDRo0SOXLl7fql5qaqoEDB2rVqlV6/PHHtXjxYh06dEj169eXJP3yyy9q1aqV/vzzT6bmgt1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       "text/plain": [
-       "<Figure size 1600x500 with 3 Axes>"
+       "<Figure size 1600x500 with 4 Axes>"
       ]
      },
      "metadata": {},
@@ -4200,9 +4200,9 @@
     },
     {
      "data": {
-      "image/png": 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       "text/plain": [
-       "<Figure size 1600x500 with 3 Axes>"
+       "<Figure size 1600x500 with 4 Axes>"
       ]
      },
      "metadata": {},
@@ -4210,68 +4210,42 @@
     }
    ],
    "source": [
-    "def metrics(job_file):\n",
+    "def metrics(expe_folder):\n",
     "    m = {}\n",
-    "    jobs = read_and_clean(job_file)\n",
+    "    jobs = read_and_clean(f\"{expe_folder}/_jobs.csv\")\n",
+    "    m_state = pd.read_csv(f\"{expe_folder}/_machine_states.csv\")\n",
     "    m['nb_jobs'] = jobs.shape[0]\n",
-    "    m['length'] = length(jobs)\n",
     "    m['mean_lateness'] = int(mean_lateness(jobs, ref=WL_rigid, crop=True))\n",
     "    m['delta'] = 2 * m['mean_lateness'] / (m['nb_jobs'] - 1) \n",
     "    m['stretch'] = stretch(jobs, ref=WL_rigid, crop=True)\n",
+    "\n",
+    "    beg, end = jobs[\"submission_time\"].min(), jobs[\"submission_time\"].max()\n",
+    "    m['util'] = mean_util_between(m_state, beg, end)\n",
     "    return m\n",
     "\n",
     "met_fcfs, met_easy = [], []\n",
     "for k in range(10, 100, 10):\n",
-    "    job_file = f\"{EXPE_DIR}/a0_FCFS_cut{k}/_jobs.csv\"\n",
-    "    met_fcfs.append( metrics(job_file) )\n",
+    "    expe_folder = f\"{EXPE_DIR}/a0_FCFS_cut{k}\"\n",
+    "    met_fcfs.append( metrics(expe_folder) )\n",
     "\n",
-    "    job_file = f\"{EXPE_DIR}/a0_EASY_cut{k}/_jobs.csv\"\n",
-    "    met_easy.append( metrics(job_file) )\n",
+    "    expe_folder = f\"{EXPE_DIR}/a0_EASY_cut{k}\"\n",
+    "    met_easy.append( metrics(expe_folder) )\n",
     "\n",
-    "met_fcfs.append(metrics(f\"{EXPE_DIR}/a0_FCFS/_jobs.csv\"))\n",
-    "met_easy.append(metrics(f\"{EXPE_DIR}/a0_EASY/_jobs.csv\"))\n",
+    "met_fcfs.append(metrics(f\"{EXPE_DIR}/a0_FCFS\"))\n",
+    "met_easy.append(metrics(f\"{EXPE_DIR}/a0_EASY\"))\n",
     "\n",
     "dfs = {\"fcfs\": pd.DataFrame(met_fcfs), \"easy\": pd.DataFrame(met_easy)}\n",
     "for name, to_plot in dfs.items():\n",
     "    fig, ax = plt.subplots(ncols=3, figsize=(16,5), layout='constrained', sharex=True)\n",
-    "    to_plot.plot(kind='scatter', x='nb_jobs', y='mean_lateness', title='mean_lateness', color='purple', label=name, ax=ax[0])\n",
-    "    to_plot.plot(kind='scatter', x='nb_jobs', y='delta', title='delta', color='purple', label=name, ax=ax[1])\n",
-    "    to_plot.plot(kind='scatter', x='nb_jobs', y='stretch', title='stretch', color='purple', label=name, ax=ax[2])\n",
+    "    to_plot.plot(kind='line', x='nb_jobs', y='mean_lateness', title='mean_lateness', style='.--', label=name, ax=ax[0])\n",
+    "    to_plot.plot(kind='line', x='nb_jobs', y='delta', title='delta', style='.--', label=name, ax=ax[1])\n",
+    "    to_plot.plot(kind='line', x='nb_jobs', y='stretch', title='stretch', style='.--', label=name, ax=ax[1], secondary_y=True)\n",
+    "    to_plot.plot(kind='line', x='nb_jobs', y='util', title='mean_utilization', style='.--', label=name, ax=ax[2])\n",
     "    ax[0].legend(); ax[0].grid(); ax[1].grid(); ax[2].grid()\n",
+    "    ax[0].set_ylim(0); ax[2].set_ylim(0,100)\n",
     "    fig.suptitle(\"Variation of metrics by input size\", fontsize=16)"
    ]
   },
-  {
-   "attachments": {},
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "## TODO\n",
-    "- [x] finir lateness cumulée\n",
-    "- [x] faire input / 2 pour voir si la métrique de stretch scale\n",
-    "- [x] distribution du retard cumulé / du dernier job par utilisateur ?\n",
-    "- [x] scatter plot nb_job_utilisateur / retard_cumulé \n",
-    "- [x] infra * 2, infra / 2\n",
-    "\n",
-    "Préanalyses : \n",
-    "- [x] loi de distribution de l'arité des SABjson\n",
-    "- [x] loi de distribution des think-time des SABjson\n",
-    "\n",
-    "Metacentrum :\n",
-    "- [x] trouver la date du first job de MC_6month (en faisant un CTRL-F de la premier ligne sur la log originale)\n",
-    "- [x] plotter les graphs \n",
-    "\n",
-    "\n",
-    "Réu 10 mai :\n",
-    "- [x] tracer le retard moyen en fonction du retard du job médian\n",
-    "- [x] tester l'hypothèse : retard entre deux jobs successif = cte (sur papier)\n",
-    "- [x] afficher les résultats de scaling pour fcfs aussi\n",
-    "- [x] plotter average lateness en f(arity)\n",
-    "- [x] plotter average lateness en f(profondeur du graphe)\n",
-    "- [x] regarder un peu le throughput entre le 2e et 10e mois (en gros) (à faire en fonction du max(execution_time) ?)\n",
-    "- [x] faire les stats de la trace originale SWF"
-   ]
-  },
   {
    "attachments": {},
    "cell_type": "markdown",
diff --git a/expe_replay_feedback_SDSC.ipynb b/expe_replay_feedback_SDSC.ipynb
index e97fb675cf8a0e4215a472a301bd43878f648fa3..02eca27f794ddaeb2a2328e1fb51d27e6fcb5205 100644
--- a/expe_replay_feedback_SDSC.ipynb
+++ b/expe_replay_feedback_SDSC.ipynb
@@ -26358,7 +26358,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 44,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [
     {