diff --git a/expe_replay_feedback_KTH.ipynb b/expe_replay_feedback_KTH.ipynb
index 763e9fac6a1aa9b2dcc39aa5da059dd64667396f..54fcc86c0de810371bd99bd5c75f7147f4b588d6 100644
--- a/expe_replay_feedback_KTH.ipynb
+++ b/expe_replay_feedback_KTH.ipynb
@@ -6325,14 +6325,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 69,
+   "execution_count": 57,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
-       "<Figure size 600x600 with 2 Axes>"
+       "<Figure size 300x500 with 1 Axes>"
       ]
      },
      "metadata": {},
@@ -6341,55 +6341,40 @@
    ],
    "source": [
     "# For paper\n",
-    "data = {\n",
-    "    \"A0_EASY\": f\"{EXPE_DIR}/a0_EASY\",\n",
-    "    \"A0_FCFS\": f\"{EXPE_DIR}/a0_FCFS\",\n",
-    "    \"A0_speed*2\": f\"{EXPE_DIR}/a0_EASY_double_speed\",\n",
-    "    \"A0_speed/2\": f\"{EXPE_DIR}/a0_EASY_half_speed\",\n",
-    "    \"A0_infra*2\": f\"{EXPE_DIR}/a0_EASY_double_infra\",\n",
-    "    \"A0_infra/2\": f\"{EXPE_DIR}/a0_EASY_half_infra\",\n",
-    "    \"A60_EASY\": f\"{EXPE_DIR}/a60_EASY\",\n",
+    "path = {\n",
+    "    \"easy\": {   \n",
+    "        \"a0\": (f\"{EXPE_DIR}/a0_EASY\", \"\"),\n",
+    "        \"a60\": (f\"{EXPE_DIR}/a60_EASY\", \"\")},\n",
+    "    \"fcfs\": {\n",
+    "        \"a0\": (f\"{EXPE_DIR}/a0_FCFS\", \"\"),\n",
+    "        \"a60\": (f\"{EXPE_DIR}/a60_FCFS\", \"\")},\n",
+    "    \"speed*2\": {\n",
+    "        \"a0\": (f\"{EXPE_DIR}/a0_EASY\", \"_double_speed\"),\n",
+    "        \"a60\": (f\"{EXPE_DIR}/a60_EASY\", \"_double_speed\")},\n",
+    "    \"speed/2\": {\n",
+    "        \"a0\": (f\"{EXPE_DIR}/a0_EASY\", \"_half_speed\"),\n",
+    "        \"a60\": (f\"{EXPE_DIR}/a60_EASY\", \"_half_speed\")}\n",
     "}\n",
+    "styles = {\"a0\": '.--', \"a60\": '+:'}\n",
     "\n",
-    "fig, ax = plt.subplots(ncols=2, figsize=(6,6), layout='tight', sharex=True)\n",
-    "\n",
-    "# Metrics obtained by cuting the OUTPUT\n",
-    "for name, path in data.items():\n",
-    "    jobs = read_and_clean(f\"{path}/_jobs.csv\")\n",
-    "    N = jobs.shape[0]\n",
-    "    lateness = (jobs.submission_time - WL_rigid.submission_time).astype(dtype='timedelta64[s]').reset_index(drop=True)\n",
-    "    m_lateness = lateness.cumsum() / lateness.index\n",
-    "    m_lateness.plot(kind='line', ax=ax[0], label=name, title=\"mean lateness (days)\")\n",
-    "\n",
-    "    delta = 2 * lateness.cumsum() / (lateness.index * (lateness.index - 1))\n",
-    "    delta.plot(kind='line', ax=ax[1], title=\"Delta (s)\", label=name)\n",
+    "fig, ax = plt.subplots(figsize=(3,5), layout='tight')\n",
+    "colors = iter([\"tab:blue\", \"tab:orange\", \"tab:red\", \"tab:green\"])\n",
     "\n",
     "# Metrics obtained by cuting the INPUT\n",
-    "met_fcfs, met_easy, met_half, met_double = [], [], [], []\n",
-    "for k in range(10, 100, 10):\n",
-    "    met_fcfs.append( metrics(f\"{EXPE_DIR}/a0_FCFS_cut{k}\") )\n",
-    "    met_easy.append( metrics(f\"{EXPE_DIR}/a0_EASY_cut{k}\") )\n",
-    "    met_half.append( metrics(f\"{EXPE_DIR}/a0_EASY_cut{k}_half_speed\") )\n",
-    "    met_double.append( metrics(f\"{EXPE_DIR}/a0_EASY_cut{k}_double_speed\") )\n",
-    "met_fcfs.append(metrics(f\"{EXPE_DIR}/a0_FCFS\"))\n",
-    "met_easy.append(metrics(f\"{EXPE_DIR}/a0_EASY\"))\n",
-    "met_half.append(metrics(f\"{EXPE_DIR}/a0_EASY_half_speed\"))\n",
-    "met_double.append(metrics(f\"{EXPE_DIR}/a0_EASY_double_speed\"))\n",
-    "\n",
-    "dfs = {\"easy\": pd.DataFrame(met_easy), \"fcfs\": pd.DataFrame(met_fcfs), \"speed*2\": pd.DataFrame(met_double), \"speed/2\": pd.DataFrame(met_half)}\n",
-    "ax[0].set_prop_cycle(None); ax[1].set_prop_cycle(None) # reset colors\n",
-    "for name, to_plot in dfs.items():\n",
-    "    to_plot.plot(kind='line', x='nb_jobs', y='mean_lateness', xlabel=\"\", style='.--', label=name, ax=ax[0])\n",
-    "    to_plot.plot(kind='line', x='nb_jobs', y='delta', title='delta (s)', xlabel=\"\",  style='.--', label=\"\", ax=ax[1])\n",
-    "\n",
-    "fig.supxlabel(\"jobs (sorted by original submission time)\")\n",
-    "ax[0].set_xlim(0, WL_rigid.shape[0])\n",
-    "y_l, y_r = ax[0].get_ylim(); y_l, y_r = int(y_l / (3600*24)), int(y_r / (3600*24))\n",
-    "ax[0].set_yticks(np.arange(y_l * 3600*24, y_r * 3600*24, step=5*3600*24), labels=np.arange(y_l, y_r, step=5))    \n",
-    "ax[0].grid(); ax[1].grid()\n",
-    "ax[1].legend()\n",
+    "for expe in path.keys():\n",
+    "    col = next(colors)\n",
+    "    for mtd in path[expe].keys():\n",
+    "        met = []\n",
     "\n",
-    "fig.savefig(f\"{fig_path}/lateness_delta_evolution{suffix}.pdf\")"
+    "        for k in range(10, 100, 10):\n",
+    "            pref, suff = path[expe][mtd]\n",
+    "            expe_folder = f\"{pref}_cut{k}{suff}\"\n",
+    "            met.append(metrics(expe_folder))\n",
+    "        met.append(metrics(f\"{pref}{suff}\"))\n",
+    "        pd.DataFrame(met).plot(kind='line', x='nb_jobs', y='delta', title='delta (s)', style=styles[mtd], label=f\"{expe} ({mtd})\", ax=ax, color=col, legend=None)\n",
+    "ax.grid()\n",
+    "\n",
+    "fig.savefig(f\"{fig_path}/delta_evolution{suffix}.pdf\")"
    ]
   },
   {
@@ -6400,366 +6385,6 @@
     "- les delta semblent se stabiliser... mais pas tous !"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>workload_name</th>\n",
-       "      <th>profile</th>\n",
-       "      <th>submission_time</th>\n",
-       "      <th>requested_number_of_resources</th>\n",
-       "      <th>requested_time</th>\n",
-       "      <th>success</th>\n",
-       "      <th>final_state</th>\n",
-       "      <th>starting_time</th>\n",
-       "      <th>execution_time</th>\n",
-       "      <th>finish_time</th>\n",
-       "      <th>waiting_time</th>\n",
-       "      <th>turnaround_time</th>\n",
-       "      <th>stretch</th>\n",
-       "      <th>allocated_resources</th>\n",
-       "      <th>consumed_energy</th>\n",
-       "      <th>metadata</th>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>job_id</th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>user12</td>\n",
-       "      <td>3477</td>\n",
-       "      <td>1996-09-30 12:38:01</td>\n",
-       "      <td>4</td>\n",
-       "      <td>53940.0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>COMPLETED_SUCCESSFULLY</td>\n",
-       "      <td>599850.0</td>\n",
-       "      <td>3477.0</td>\n",
-       "      <td>1996-09-30 13:35:58</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>3477.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0-3</td>\n",
-       "      <td>-1.0</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16</th>\n",
-       "      <td>user13</td>\n",
-       "      <td>2488</td>\n",
-       "      <td>1996-09-30 12:40:53</td>\n",
-       "      <td>25</td>\n",
-       "      <td>4976.0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>COMPLETED_SUCCESSFULLY</td>\n",
-       "      <td>600022.0</td>\n",
-       "      <td>2488.0</td>\n",
-       "      <td>1996-09-30 13:22:21</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>2488.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>4-28</td>\n",
-       "      <td>-1.0</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>user14</td>\n",
-       "      <td>215337</td>\n",
-       "      <td>1996-09-30 12:48:27</td>\n",
-       "      <td>5</td>\n",
-       "      <td>430674.0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>COMPLETED_SUCCESSFULLY</td>\n",
-       "      <td>600476.0</td>\n",
-       "      <td>215337.0</td>\n",
-       "      <td>1996-10-03 00:37:24</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>215337.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>29-33</td>\n",
-       "      <td>-1.0</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>user15</td>\n",
-       "      <td>35373</td>\n",
-       "      <td>1996-09-30 12:54:27</td>\n",
-       "      <td>17</td>\n",
-       "      <td>70746.0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>COMPLETED_SUCCESSFULLY</td>\n",
-       "      <td>600836.0</td>\n",
-       "      <td>35373.0</td>\n",
-       "      <td>1996-09-30 22:44:00</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>35373.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>34-50</td>\n",
-       "      <td>-1.0</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>user16</td>\n",
-       "      <td>29</td>\n",
-       "      <td>1996-09-30 13:46:01</td>\n",
-       "      <td>8</td>\n",
-       "      <td>2400.0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>COMPLETED_SUCCESSFULLY</td>\n",
-       "      <td>603930.0</td>\n",
-       "      <td>29.0</td>\n",
-       "      <td>1996-09-30 13:46:30</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>29.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0-7</td>\n",
-       "      <td>-1.0</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>28486</th>\n",
-       "      <td>user183</td>\n",
-       "      <td>157</td>\n",
-       "      <td>1997-08-29 09:05:05</td>\n",
-       "      <td>8</td>\n",
-       "      <td>13800.0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>COMPLETED_SUCCESSFULLY</td>\n",
-       "      <td>29358274.0</td>\n",
-       "      <td>157.0</td>\n",
-       "      <td>1997-08-29 09:07:42</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>157.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0-7</td>\n",
-       "      <td>-1.0</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>28487</th>\n",
-       "      <td>user171</td>\n",
-       "      <td>3586</td>\n",
-       "      <td>1997-08-29 09:13:15</td>\n",
-       "      <td>16</td>\n",
-       "      <td>14400.0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>COMPLETED_SUCCESSFULLY</td>\n",
-       "      <td>29358764.0</td>\n",
-       "      <td>3586.0</td>\n",
-       "      <td>1997-08-29 10:13:01</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>3586.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0-15</td>\n",
-       "      <td>-1.0</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>28488</th>\n",
-       "      <td>user179</td>\n",
-       "      <td>849</td>\n",
-       "      <td>1997-08-29 10:05:17</td>\n",
-       "      <td>11</td>\n",
-       "      <td>1698.0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>COMPLETED_SUCCESSFULLY</td>\n",
-       "      <td>29361886.0</td>\n",
-       "      <td>849.0</td>\n",
-       "      <td>1997-08-29 10:19:26</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>849.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>16-26</td>\n",
-       "      <td>-1.0</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>28489</th>\n",
-       "      <td>user98</td>\n",
-       "      <td>8</td>\n",
-       "      <td>1997-08-29 10:30:15</td>\n",
-       "      <td>1</td>\n",
-       "      <td>30000.0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>COMPLETED_SUCCESSFULLY</td>\n",
-       "      <td>29363384.0</td>\n",
-       "      <td>8.0</td>\n",
-       "      <td>1997-08-29 10:30:23</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>8.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>-1.0</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>28490</th>\n",
-       "      <td>user98</td>\n",
-       "      <td>8</td>\n",
-       "      <td>1997-08-29 10:34:09</td>\n",
-       "      <td>1</td>\n",
-       "      <td>30000.0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>COMPLETED_SUCCESSFULLY</td>\n",
-       "      <td>29363618.0</td>\n",
-       "      <td>8.0</td>\n",
-       "      <td>1997-08-29 10:34:17</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>8.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>-1.0</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>28475 rows × 16 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "       workload_name  profile     submission_time  \\\n",
-       "job_id                                              \n",
-       "15            user12     3477 1996-09-30 12:38:01   \n",
-       "16            user13     2488 1996-09-30 12:40:53   \n",
-       "17            user14   215337 1996-09-30 12:48:27   \n",
-       "18            user15    35373 1996-09-30 12:54:27   \n",
-       "19            user16       29 1996-09-30 13:46:01   \n",
-       "...              ...      ...                 ...   \n",
-       "28486        user183      157 1997-08-29 09:05:05   \n",
-       "28487        user171     3586 1997-08-29 09:13:15   \n",
-       "28488        user179      849 1997-08-29 10:05:17   \n",
-       "28489         user98        8 1997-08-29 10:30:15   \n",
-       "28490         user98        8 1997-08-29 10:34:09   \n",
-       "\n",
-       "        requested_number_of_resources  requested_time  success  \\\n",
-       "job_id                                                           \n",
-       "15                                  4         53940.0        1   \n",
-       "16                                 25          4976.0        1   \n",
-       "17                                  5        430674.0        1   \n",
-       "18                                 17         70746.0        1   \n",
-       "19                                  8          2400.0        1   \n",
-       "...                               ...             ...      ...   \n",
-       "28486                               8         13800.0        1   \n",
-       "28487                              16         14400.0        1   \n",
-       "28488                              11          1698.0        1   \n",
-       "28489                               1         30000.0        1   \n",
-       "28490                               1         30000.0        1   \n",
-       "\n",
-       "                   final_state  starting_time  execution_time  \\\n",
-       "job_id                                                          \n",
-       "15      COMPLETED_SUCCESSFULLY       599850.0          3477.0   \n",
-       "16      COMPLETED_SUCCESSFULLY       600022.0          2488.0   \n",
-       "17      COMPLETED_SUCCESSFULLY       600476.0        215337.0   \n",
-       "18      COMPLETED_SUCCESSFULLY       600836.0         35373.0   \n",
-       "19      COMPLETED_SUCCESSFULLY       603930.0            29.0   \n",
-       "...                        ...            ...             ...   \n",
-       "28486   COMPLETED_SUCCESSFULLY     29358274.0           157.0   \n",
-       "28487   COMPLETED_SUCCESSFULLY     29358764.0          3586.0   \n",
-       "28488   COMPLETED_SUCCESSFULLY     29361886.0           849.0   \n",
-       "28489   COMPLETED_SUCCESSFULLY     29363384.0             8.0   \n",
-       "28490   COMPLETED_SUCCESSFULLY     29363618.0             8.0   \n",
-       "\n",
-       "               finish_time  waiting_time  turnaround_time  stretch  \\\n",
-       "job_id                                                               \n",
-       "15     1996-09-30 13:35:58           0.0           3477.0      1.0   \n",
-       "16     1996-09-30 13:22:21           0.0           2488.0      1.0   \n",
-       "17     1996-10-03 00:37:24           0.0         215337.0      1.0   \n",
-       "18     1996-09-30 22:44:00           0.0          35373.0      1.0   \n",
-       "19     1996-09-30 13:46:30           0.0             29.0      1.0   \n",
-       "...                    ...           ...              ...      ...   \n",
-       "28486  1997-08-29 09:07:42           0.0            157.0      1.0   \n",
-       "28487  1997-08-29 10:13:01           0.0           3586.0      1.0   \n",
-       "28488  1997-08-29 10:19:26           0.0            849.0      1.0   \n",
-       "28489  1997-08-29 10:30:23           0.0              8.0      1.0   \n",
-       "28490  1997-08-29 10:34:17           0.0              8.0      1.0   \n",
-       "\n",
-       "       allocated_resources  consumed_energy  metadata  \n",
-       "job_id                                                 \n",
-       "15                     0-3             -1.0       NaN  \n",
-       "16                    4-28             -1.0       NaN  \n",
-       "17                   29-33             -1.0       NaN  \n",
-       "18                   34-50             -1.0       NaN  \n",
-       "19                     0-7             -1.0       NaN  \n",
-       "...                    ...              ...       ...  \n",
-       "28486                  0-7             -1.0       NaN  \n",
-       "28487                 0-15             -1.0       NaN  \n",
-       "28488                16-26             -1.0       NaN  \n",
-       "28489                    0             -1.0       NaN  \n",
-       "28490                    0             -1.0       NaN  \n",
-       "\n",
-       "[28475 rows x 16 columns]"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "display(WL_rigid)"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": 36,
diff --git a/expe_replay_feedback_SDSC.ipynb b/expe_replay_feedback_SDSC.ipynb
index adf089c2f050dda95e0f7a6ae6a02af733b9f7cb..4dd4a822f290d40e5ef4799b3553caf2f66ef827 100644
--- a/expe_replay_feedback_SDSC.ipynb
+++ b/expe_replay_feedback_SDSC.ipynb
@@ -123104,14 +123104,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 46,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
-       "<Figure size 600x600 with 2 Axes>"
+       "<Figure size 300x500 with 1 Axes>"
       ]
      },
      "metadata": {},
@@ -123120,51 +123120,41 @@
    ],
    "source": [
     "# For paper\n",
-    "data = {\n",
-    "    \"A0_EASY\": f\"{EXPE_DIR}/a0_EASY\",\n",
-    "    \"A0_FCFS\": f\"{EXPE_DIR}/a0_FCFS\",\n",
-    "    \"A0_speed*2\": f\"{EXPE_DIR}/a0_EASY_double_speed\",\n",
-    "    \"A0_infra*2\": f\"{EXPE_DIR}/a0_EASY_double_infra\",\n",
-    "    \"A0_speed/2\": f\"{EXPE_DIR}/a0_EASY_half_speed\",\n",
-    "    \"A0_infra/2\": f\"{EXPE_DIR}/a0_EASY_half_infra\"\n",
+    "path = {\n",
+    "    \"easy\": {   \n",
+    "        \"a0\": (f\"{EXPE_DIR}/a0_EASY\", \"\"),\n",
+    "        \"a60\": (f\"{EXPE_DIR}/a60_EASY\", \"\")},\n",
+    "    \"fcfs\": {\n",
+    "        \"a0\": (f\"{EXPE_DIR}/a0_FCFS\", \"\"),\n",
+    "        \"a60\": (f\"{EXPE_DIR}/a60_FCFS\", \"\")},\n",
+    "    \"speed*2\": {\n",
+    "        \"a0\": (f\"{EXPE_DIR}/a0_EASY\", \"_double_speed\"),\n",
+    "        \"a60\": (f\"{EXPE_DIR}/a60_EASY\", \"_double_speed\")},\n",
+    "    \"speed/2\": {\n",
+    "        \"a0\": (f\"{EXPE_DIR}/a0_EASY\", \"_half_speed\"),\n",
+    "        \"a60\": (f\"{EXPE_DIR}/a60_EASY\", \"_half_speed\")}\n",
     "}\n",
+    "styles = {\"a0\": '.--', \"a60\": '+:'}\n",
     "\n",
-    "fig, ax = plt.subplots(ncols=2, figsize=(6,6), layout='tight', sharex=True)\n",
-    "\n",
-    "# Metrics obtained by cuting the OUTPUT\n",
-    "for name, path in data.items():\n",
-    "    jobs = read_and_clean(f\"{path}/_jobs.csv\")\n",
-    "    N = jobs.shape[0]\n",
-    "    lateness = (jobs.submission_time - WL_rigid.submission_time).astype(dtype='timedelta64[s]').reset_index(drop=True)\n",
-    "    m_lateness = lateness.cumsum() / lateness.index\n",
-    "    m_lateness.plot(kind='line', ax=ax[0], label=name, title=\"mean lateness (days)\")\n",
-    "\n",
-    "    delta = 2 * lateness.cumsum() / (lateness.index * (lateness.index - 1))\n",
-    "    delta.plot(kind='line', ax=ax[1], title=\"Delta (s)\", label=name)\n",
+    "fig, ax = plt.subplots(figsize=(3,5), layout='tight')\n",
+    "colors = iter([\"tab:blue\", \"tab:orange\", \"tab:red\", \"tab:green\"])\n",
     "\n",
     "# Metrics obtained by cuting the INPUT\n",
-    "met_fcfs, met_easy = [], []\n",
-    "for k in range(10, 100, 10):\n",
-    "    met_fcfs.append( metrics(f\"{EXPE_DIR}/a0_FCFS_cut{k}\") )\n",
-    "    met_easy.append( metrics(f\"{EXPE_DIR}/a0_EASY_cut{k}\") )\n",
-    "met_fcfs.append(metrics(f\"{EXPE_DIR}/a0_FCFS\"))\n",
-    "met_easy.append(metrics(f\"{EXPE_DIR}/a0_EASY\"))\n",
+    "for expe in path.keys():\n",
+    "    col = next(colors)\n",
+    "    for mtd in path[expe].keys():\n",
+    "        met = []\n",
     "\n",
-    "dfs = {\"easy\": pd.DataFrame(met_easy), \"fcfs\": pd.DataFrame(met_fcfs)}\n",
-    "ax[0].set_prop_cycle(None); ax[1].set_prop_cycle(None) # reset colors\n",
-    "for name, to_plot in dfs.items():\n",
-    "    to_plot.plot(kind='line', x='nb_jobs', y='mean_lateness', xlabel=\"\", style='.--', label=name, ax=ax[0])\n",
-    "    to_plot.plot(kind='line', x='nb_jobs', y='delta', title='delta (s)', xlabel=\"\",  style='.--', label=\"\", ax=ax[1])\n",
+    "        for k in range(10, 100, 10):\n",
+    "            pref, suff = path[expe][mtd]\n",
+    "            expe_folder = f\"{pref}_cut{k}{suff}\"\n",
+    "            met.append(metrics(expe_folder))\n",
+    "        met.append(metrics(f\"{pref}{suff}\"))\n",
+    "        pd.DataFrame(met).plot(kind='line', x='nb_jobs', y='delta', title='delta (s)', style=styles[mtd], label=f\"{expe} ({mtd})\", ax=ax, color=col)\n",
     "\n",
-    "fig.supxlabel(\"jobs (sorted by original submission time)\")\n",
-    "ax[0].set_xlim(0, WL_rigid.shape[0])\n",
-    "step = 10; y_l, y_r = ax[0].get_ylim(); y_l, y_r = int(y_l / (3600*24) / step), int(y_r / (3600*24) / step)\n",
-    "ax[0].set_yticks(np.arange(y_l * 3600*24 * step, (y_r+1) * 3600*24 * step, step=step*3600*24), labels=np.arange(y_l*step, (y_r+1)*step, step=10))  \n",
-    "ax[1].set_ylim(-100, 600)\n",
-    "ax[0].grid(); ax[1].grid()\n",
-    "ax[1].legend()\n",
+    "ax.grid()\n",
     "\n",
-    "fig.savefig(f\"{fig_path}/lateness_delta_evolution{suffix}.pdf\")"
+    "fig.savefig(f\"{fig_path}/delta_evolution{suffix}.pdf\")"
    ]
   },
   {