diff --git a/clickhouse-datalake-partitioned/benchmark.sh b/clickhouse-datalake-partitioned/benchmark.sh
index 015f8d7fb..c4fec4d80 100755
--- a/clickhouse-datalake-partitioned/benchmark.sh
+++ b/clickhouse-datalake-partitioned/benchmark.sh
@@ -6,11 +6,9 @@ curl https://clickhouse.com/ | sh
 
 # Configure
 
+RAM=$(awk '/MemTotal/ {print int($2 * 0.8 * 1024)}' /proc/meminfo)
 > clickhouse-local.yaml echo "
-filesystem_caches:
-    cache:
-        path: '/dev/shm/clickhouse/'
-        max_size_ratio_to_total_space: 0.9
+page_cache_max_size: ${RAM}
 "
 
 # Run the queries
diff --git a/clickhouse-datalake-partitioned/results/c6a.4xlarge.json b/clickhouse-datalake-partitioned/results/c6a.4xlarge.json
index fed6f66d1..f6c589ef5 100644
--- a/clickhouse-datalake-partitioned/results/c6a.4xlarge.json
+++ b/clickhouse-datalake-partitioned/results/c6a.4xlarge.json
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14737666736,
     "result": [
-        [0.491, 0.071, 0.054],
-        [1.445, 0.07, 0.077],
-        [1.759, 0.122, 0.123],
-        [1.429, 0.137, 0.127],
-        [1.665, 0.523, 0.495],
-        [1.698, 0.749, 0.771],
-        [1.271, 0.085, 0.075],
-        [1.194, 0.069, 0.068],
-        [1.718, 0.602, 0.558],
-        [2.909, 0.74, 0.706],
-        [2.373, 0.283, 0.253],
-        [2.626, 0.246, 0.245],
-        [1.752, 0.815, 0.779],
-        [2.837, 1.141, 1.087],
-        [1.833, 0.851, 0.88],
-        [1.753, 0.554, 0.606],
-        [3.427, 2.075, 1.998],
-        [2.64, 1.397, 1.327],
-        [5.687, 4.094, 4.26],
-        [1.196, 0.118, 0.122],
-        [3.464, 1.384, 1.23],
-        [4.86, 1.48, 1.563],
-        [6.593, 3.248, 1.799],
-        [11.428, 3.734, 3.393],
-        [2.655, 0.477, 0.443],
-        [1.467, 0.287, 0.296],
-        [2.668, 0.403, 0.439],
-        [4.053, 1.289, 1.365],
-        [10.85, 9.879, 9.658],
-        [1.288, 0.092, 0.094],
-        [2.923, 0.712, 0.76],
-        [4.339, 1.332, 1.29],
-        [6.806, 5.284, 5.073],
-        [5.274, 3.503, 3.371],
-        [5.07, 3.499, 3.541],
-        [1.522, 0.433, 0.419],
-        [0.67, 0.131, 0.128],
-        [0.602, 0.089, 0.104],
-        [0.684, 0.095, 0.095],
-        [0.846, 0.241, 0.232],
-        [0.55, 0.075, 0.074],
-        [0.601, 0.085, 0.075],
-        [0.506, 0.077, 0.078]
+        [0.735, 0.026, 0.03],
+        [2.043, 0.05, 0.041],
+        [2.561, 0.086, 0.087],
+        [2.318, 0.112, 0.114],
+        [1.694, 0.454, 0.442],
+        [1.833, 0.704, 0.674],
+        [0.927, 0.05, 0.062],
+        [0.777, 0.048, 0.046],
+        [1.781, 0.526, 0.539],
+        [3.018, 0.648, 0.692],
+        [2.008, 0.192, 0.194],
+        [2.053, 0.185, 0.201],
+        [1.896, 0.675, 0.655],
+        [3.176, 1.002, 1.05],
+        [1.898, 0.8, 0.76],
+        [1.65, 0.5, 0.497],
+        [3.617, 1.9, 1.875],
+        [2.9, 1.27, 1.164],
+        [5.745, 3.611, 3.485],
+        [1.114, 0.099, 0.103],
+        [5.908, 1.241, 1.198],
+        [7.771, 1.348, 1.295],
+        [13.155, 1.738, 1.733],
+        [25.514, 3.222, 3.279],
+        [3.001, 0.374, 0.376],
+        [1.626, 0.279, 0.278],
+        [2.946, 0.394, 0.377],
+        [7.483, 1.15, 1.166],
+        [10.901, 9.671, 9.802],
+        [0.899, 0.09, 0.065],
+        [3.316, 0.682, 0.665],
+        [5.545, 1.116, 1.209],
+        [6.813, 4.668, 4.679],
+        [9.027, 3.308, 3.271],
+        [7.841, 3.198, 3.235],
+        [1.272, 0.347, 0.352],
+        [0.89, 0.103, 0.094],
+        [0.635, 0.07, 0.065],
+        [0.852, 0.066, 0.055],
+        [1.225, 0.176, 0.16],
+        [0.524, 0.053, 0.051],
+        [0.519, 0.05, 0.049],
+        [0.409, 0.046, 0.045]
 ]
 }
 
diff --git a/clickhouse-datalake-partitioned/results/c6a.metal.json b/clickhouse-datalake-partitioned/results/c6a.metal.json
index 554d47cb4..3b3589120 100644
--- a/clickhouse-datalake-partitioned/results/c6a.metal.json
+++ b/clickhouse-datalake-partitioned/results/c6a.metal.json
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14737666736,
     "result": [
-        [0.254, 0.09, 0.109],
-        [0.503, 0.132, 0.142],
-        [0.69, 0.17, 0.174],
-        [0.881, 0.179, 0.173],
-        [0.74, 0.315, 0.324],
-        [0.776, 0.349, 0.343],
-        [0.527, 0.124, 0.134],
-        [0.567, 0.126, 0.132],
-        [1.181, 0.444, 0.491],
-        [1.291, 0.486, 0.491],
-        [0.867, 0.253, 0.244],
-        [0.902, 0.257, 0.255],
-        [1.095, 0.331, 0.34],
-        [1.159, 0.404, 0.395],
-        [0.861, 0.331, 0.337],
-        [1.055, 0.256, 0.242],
-        [1.267, 0.581, 0.539],
-        [1.157, 0.492, 0.466],
-        [1.77, 0.978, 0.943],
-        [0.517, 0.158, 0.172],
-        [1.907, 0.568, 0.559],
-        [2.403, 0.568, 0.525],
-        [2.871, 0.654, 0.731],
-        [4.332, 1.304, 1.232],
-        [0.99, 0.269, 0.254],
-        [0.668, 0.222, 0.23],
-        [1.02, 0.256, 0.256],
-        [2.078, 0.49, 0.534],
-        [3.355, 2.335, 2.517],
-        [0.574, 0.168, 0.177],
-        [1.151, 0.31, 0.32],
-        [1.529, 0.444, 0.466],
-        [2.261, 1.362, 1.59],
-        [2.012, 0.973, 0.982],
-        [2.522, 1.002, 0.953],
-        [0.642, 0.203, 0.246],
-        [0.671, 0.177, 0.167],
-        [0.477, 0.146, 0.156],
-        [0.605, 0.14, 0.141],
-        [0.768, 0.255, 0.22],
-        [0.524, 0.121, 0.135],
-        [0.518, 0.132, 0.139],
-        [0.463, 0.116, 0.105]
+        [0.206, 0.032, 0.033],
+        [0.354, 0.052, 0.057],
+        [0.739, 0.069, 0.077],
+        [0.519, 0.077, 0.091],
+        [0.779, 0.245, 0.249],
+        [0.916, 0.242, 0.242],
+        [0.404, 0.056, 0.061],
+        [0.363, 0.06, 0.056],
+        [0.903, 0.363, 0.342],
+        [1.343, 0.43, 0.417],
+        [0.896, 0.15, 0.152],
+        [0.816, 0.147, 0.147],
+        [1, 0.233, 0.222],
+        [1.358, 0.339, 0.315],
+        [0.9, 0.247, 0.232],
+        [0.688, 0.171, 0.155],
+        [1.549, 0.557, 0.523],
+        [1.47, 0.404, 0.37],
+        [2.127, 1.004, 0.892],
+        [0.475, 0.069, 0.08],
+        [4.918, 0.391, 0.43],
+        [4.121, 0.468, 0.45],
+        [5.851, 0.596, 0.515],
+        [10.18, 1, 1.049],
+        [1.14, 0.152, 0.149],
+        [0.882, 0.13, 0.128],
+        [1.148, 0.144, 0.157],
+        [3.152, 0.463, 0.445],
+        [4.234, 2.44, 2.224],
+        [0.429, 0.085, 0.085],
+        [1.544, 0.305, 0.287],
+        [2.054, 0.472, 0.417],
+        [2.403, 1.446, 1.188],
+        [4.371, 1.006, 0.939],
+        [3.481, 1.039, 0.863],
+        [0.581, 0.128, 0.12],
+        [0.931, 0.11, 0.126],
+        [0.567, 0.076, 0.087],
+        [0.918, 0.078, 0.069],
+        [1.224, 0.16, 0.139],
+        [0.555, 0.063, 0.06],
+        [0.633, 0.057, 0.06],
+        [0.48, 0.051, 0.049]
 ]
 }
 
diff --git a/clickhouse-datalake-partitioned/results/c7a.metal-48xl.json b/clickhouse-datalake-partitioned/results/c7a.metal-48xl.json
index 0de2895b0..1b7463c91 100644
--- a/clickhouse-datalake-partitioned/results/c7a.metal-48xl.json
+++ b/clickhouse-datalake-partitioned/results/c7a.metal-48xl.json
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14737666736,
     "result": [
-        [0.252, 0.13, 0.107],
-        [0.404, 0.133, 0.145],
-        [0.889, 0.161, 0.163],
-        [0.854, 0.16, 0.156],
-        [1.021, 0.506, 0.515],
-        [0.829, 0.521, 0.511],
-        [0.806, 0.153, 0.124],
-        [0.495, 0.159, 0.134],
-        [1.126, 0.452, 0.453],
-        [1.144, 0.469, 0.493],
-        [1.202, 0.27, 0.261],
-        [0.83, 0.277, 0.252],
-        [0.962, 0.306, 0.306],
-        [0.952, 0.361, 0.366],
-        [0.662, 0.314, 0.281],
-        [0.914, 0.246, 0.246],
-        [1.18, 0.435, 0.452],
-        [0.994, 0.42, 0.44],
-        [1.199, 0.814, 0.772],
-        [0.939, 0.164, 0.151],
-        [1.437, 0.554, 0.561],
-        [1.953, 0.551, 0.568],
-        [2.506, 0.78, 0.771],
-        [4.011, 1.564, 1.529],
-        [1.058, 0.266, 0.268],
-        [0.607, 0.233, 0.225],
-        [1.097, 0.263, 0.274],
-        [2.005, 0.572, 0.556],
-        [2.917, 1.779, 1.757],
-        [0.523, 0.193, 0.198],
-        [1.043, 0.342, 0.335],
-        [1.384, 0.429, 0.428],
-        [1.555, 1.018, 0.897],
-        [2.017, 0.902, 0.949],
-        [2.041, 0.823, 0.795],
-        [0.554, 0.219, 0.21],
-        [0.614, 0.184, 0.177],
-        [0.545, 0.146, 0.144],
-        [0.627, 0.137, 0.138],
-        [0.767, 0.243, 0.243],
-        [0.541, 0.134, 0.147],
-        [0.567, 0.139, 0.131],
-        [0.485, 0.123, 0.113]
+        [0.22, 0.034, 0.036],
+        [0.343, 0.061, 0.059],
+        [0.628, 0.067, 0.069],
+        [0.497, 0.069, 0.069],
+        [0.861, 0.365, 0.346],
+        [1.02, 0.406, 0.408],
+        [0.309, 0.063, 0.066],
+        [0.295, 0.07, 0.069],
+        [0.911, 0.332, 0.336],
+        [1.204, 0.485, 0.33],
+        [0.762, 0.178, 0.155],
+        [0.838, 0.151, 0.148],
+        [0.799, 0.155, 0.159],
+        [1.007, 0.2, 0.189],
+        [0.837, 0.174, 0.185],
+        [0.592, 0.111, 0.133],
+        [1.18, 0.272, 0.244],
+        [1.054, 0.265, 0.191],
+        [1.755, 0.502, 0.444],
+        [0.402, 0.057, 0.064],
+        [3.648, 0.393, 0.369],
+        [3.666, 0.304, 0.295],
+        [4.671, 0.384, 0.357],
+        [9.166, 0.885, 0.849],
+        [0.981, 0.13, 0.123],
+        [0.783, 0.128, 0.133],
+        [0.876, 0.134, 0.128],
+        [3.012, 0.348, 0.299],
+        [3.302, 1.924, 1.988],
+        [0.411, 0.106, 0.106],
+        [1.204, 0.176, 0.169],
+        [1.647, 0.178, 0.227],
+        [1.824, 0.714, 0.58],
+        [3.161, 0.736, 0.499],
+        [3.468, 0.679, 0.456],
+        [0.524, 0.097, 0.093],
+        [0.97, 0.12, 0.119],
+        [0.579, 0.099, 0.093],
+        [0.948, 0.083, 0.085],
+        [1.234, 0.174, 0.163],
+        [0.613, 0.072, 0.074],
+        [0.519, 0.066, 0.066],
+        [0.508, 0.054, 0.054]
 ]
 }
 
diff --git a/clickhouse-datalake-partitioned/results/c8g.4xlarge.json b/clickhouse-datalake-partitioned/results/c8g.4xlarge.json
index 625fd3619..a57c170bb 100644
--- a/clickhouse-datalake-partitioned/results/c8g.4xlarge.json
+++ b/clickhouse-datalake-partitioned/results/c8g.4xlarge.json
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14737666736,
     "result": [
-        [0.302, 0.045, 0.043],
-        [0.948, 0.059, 0.063],
-        [1.365, 0.091, 0.093],
-        [1.309, 0.077, 0.077],
-        [1.291, 0.223, 0.231],
-        [1.352, 0.365, 0.352],
-        [1.034, 0.062, 0.06],
-        [0.948, 0.072, 0.065],
-        [1.339, 0.299, 0.286],
-        [2.378, 0.359, 0.351],
-        [1.92, 0.173, 0.164],
-        [1.917, 0.161, 0.163],
-        [1.323, 0.369, 0.332],
-        [2.251, 0.485, 0.51],
-        [1.391, 0.384, 0.398],
-        [1.271, 0.269, 0.268],
-        [2.364, 0.758, 0.85],
-        [2.058, 0.574, 0.654],
-        [2.985, 1.418, 1.425],
-        [0.997, 0.081, 0.099],
-        [2.89, 0.537, 0.531],
-        [4.081, 0.573, 0.571],
-        [6.185, 3.026, 0.798],
-        [10.702, 2.978, 1.503],
-        [2.166, 0.229, 0.229],
-        [1.242, 0.168, 0.175],
-        [2.226, 0.224, 0.229],
-        [3.308, 0.46, 0.451],
-        [6.299, 5.375, 5.449],
-        [1.065, 0.086, 0.081],
-        [2.394, 0.339, 0.325],
-        [3.412, 0.457, 0.455],
-        [3.672, 1.632, 1.61],
-        [3.916, 1.247, 1.264],
-        [3.519, 1.281, 1.262],
-        [1.231, 0.218, 0.215],
-        [0.575, 0.101, 0.1],
-        [0.509, 0.076, 0.076],
-        [0.542, 0.077, 0.08],
-        [0.703, 0.155, 0.148],
-        [0.43, 0.074, 0.066],
-        [0.456, 0.063, 0.065],
-        [0.385, 0.053, 0.053]
+        [0.257, 0.022, 0.025],
+        [0.73, 0.039, 0.039],
+        [1.718, 0.055, 0.053],
+        [1.201, 0.049, 0.049],
+        [1.439, 0.185, 0.182],
+        [1.789, 0.325, 0.324],
+        [0.795, 0.039, 0.04],
+        [0.757, 0.043, 0.039],
+        [1.587, 0.261, 0.252],
+        [2.94, 0.306, 0.299],
+        [1.961, 0.131, 0.132],
+        [1.99, 0.155, 0.133],
+        [1.711, 0.3, 0.32],
+        [2.696, 0.417, 0.423],
+        [1.667, 0.321, 0.316],
+        [1.394, 0.174, 0.177],
+        [2.948, 0.64, 0.712],
+        [2.629, 0.563, 0.535],
+        [3.966, 1.187, 1.136],
+        [1.083, 0.047, 0.048],
+        [6.195, 0.419, 0.423],
+        [8.158, 0.514, 0.473],
+        [12.932, 0.697, 0.676],
+        [24.369, 1.298, 2.884],
+        [2.955, 0.184, 0.184],
+        [1.527, 0.132, 0.132],
+        [2.981, 0.188, 0.189],
+        [6.828, 0.375, 0.347],
+        [7.734, 5.315, 5.258],
+        [0.84, 0.059, 0.057],
+        [3.185, 0.267, 0.257],
+        [5.219, 0.366, 0.37],
+        [4.634, 1.426, 1.383],
+        [6.808, 1.147, 1.098],
+        [7.537, 1.14, 1.092],
+        [1.272, 0.151, 0.172],
+        [0.89, 0.071, 0.074],
+        [0.569, 0.059, 0.051],
+        [0.845, 0.054, 0.053],
+        [1.213, 0.132, 0.119],
+        [0.477, 0.048, 0.044],
+        [0.452, 0.044, 0.043],
+        [0.411, 0.036, 0.038]
 ]
 }
 
diff --git a/clickhouse-datalake-partitioned/results/c8g.metal-48xl.json b/clickhouse-datalake-partitioned/results/c8g.metal-48xl.json
index b02709be0..b74b965c1 100644
--- a/clickhouse-datalake-partitioned/results/c8g.metal-48xl.json
+++ b/clickhouse-datalake-partitioned/results/c8g.metal-48xl.json
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14737666736,
     "result": [
-        [0.279, 0.107, 0.094],
-        [0.819, 0.128, 0.126],
-        [0.834, 0.127, 0.128],
-        [0.593, 0.136, 0.124],
-        [1.085, 0.281, 0.297],
-        [0.995, 0.321, 0.315],
-        [0.858, 0.107, 0.132],
-        [0.439, 0.127, 0.132],
-        [1.037, 0.34, 0.363],
-        [1.31, 0.401, 0.393],
-        [0.745, 0.191, 0.21],
-        [0.765, 0.185, 0.202],
-        [0.591, 0.24, 0.235],
-        [0.957, 0.295, 0.284],
-        [0.626, 0.252, 0.245],
-        [0.587, 0.214, 0.22],
-        [0.979, 0.407, 0.395],
-        [1.072, 0.378, 0.344],
-        [1.131, 0.686, 0.733],
-        [0.485, 0.128, 0.131],
-        [1.746, 0.407, 0.391],
-        [2.055, 0.466, 0.486],
-        [2.473, 0.534, 0.567],
-        [4.682, 1.232, 1.229],
-        [1.137, 0.211, 0.199],
-        [0.902, 0.182, 0.173],
-        [0.89, 0.208, 0.213],
-        [1.793, 0.397, 0.44],
-        [2.815, 2.145, 2.044],
-        [0.591, 0.201, 0.189],
-        [1.101, 0.252, 0.27],
-        [1.293, 0.326, 0.304],
-        [1.506, 0.914, 0.884],
-        [2.137, 0.658, 0.659],
-        [1.927, 0.711, 0.663],
-        [0.956, 0.176, 0.178],
-        [0.608, 0.163, 0.181],
-        [0.432, 0.131, 0.133],
-        [0.537, 0.146, 0.122],
-        [0.698, 0.169, 0.189],
-        [0.453, 0.11, 0.121],
-        [0.479, 0.125, 0.135],
-        [0.414, 0.112, 0.124]
+        [0.166, 0.024, 0.025],
+        [0.306, 0.055, 0.044],
+        [0.619, 0.049, 0.055],
+        [0.479, 0.04, 0.048],
+        [0.638, 0.19, 0.261],
+        [0.93, 0.333, 0.349],
+        [0.406, 0.06, 0.056],
+        [0.355, 0.049, 0.05],
+        [0.714, 0.25, 0.254],
+        [1.135, 0.251, 0.267],
+        [0.792, 0.117, 0.182],
+        [0.716, 0.108, 0.123],
+        [0.766, 0.116, 0.108],
+        [1.019, 0.154, 0.15],
+        [0.77, 0.129, 0.125],
+        [0.603, 0.092, 0.093],
+        [1.16, 0.247, 0.225],
+        [1.076, 0.225, 0.18],
+        [1.545, 0.48, 0.482],
+        [0.478, 0.05, 0.054],
+        [3.732, 0.256, 0.247],
+        [3.642, 0.294, 0.278],
+        [4.271, 0.287, 0.329],
+        [9.578, 0.943, 0.837],
+        [1.098, 0.093, 0.095],
+        [0.75, 0.072, 0.082],
+        [0.994, 0.095, 0.092],
+        [3.653, 0.244, 0.239],
+        [3.664, 1.989, 1.874],
+        [0.412, 0.113, 0.118],
+        [1.234, 0.12, 0.119],
+        [1.671, 0.149, 0.143],
+        [1.746, 0.505, 0.458],
+        [3.741, 0.392, 0.359],
+        [3.597, 0.444, 0.393],
+        [0.504, 0.09, 0.093],
+        [0.834, 0.085, 0.088],
+        [0.557, 0.064, 0.066],
+        [0.937, 0.059, 0.06],
+        [1.155, 0.146, 0.144],
+        [0.575, 0.056, 0.057],
+        [0.573, 0.052, 0.054],
+        [0.458, 0.043, 0.048]
 ]
 }
 
diff --git a/clickhouse-datalake-partitioned/run.sh b/clickhouse-datalake-partitioned/run.sh
index 6f98bf537..5e0d4ac11 100755
--- a/clickhouse-datalake-partitioned/run.sh
+++ b/clickhouse-datalake-partitioned/run.sh
@@ -5,21 +5,16 @@ QUERY_NUM=1
 
 ./clickhouse local --path . --query="$(cat create.sql)"
 cat queries.sql | while read -r query; do
-    rm -rf /dev/shm/clickhouse/*
-    sync && echo 3 | sudo tee /proc/sys/vm/drop_caches > /dev/null
-
     echo -n "["
-    for i in $(seq 1 $TRIES); do
-        RES=$(./clickhouse local --path . --time --format Null --filesystem_cache_name cache --query="$query" 2>&1) # (*)
-        [[ "$?" == "0" ]] && echo -n "${RES}" || echo -n "null"
-        [[ "$i" != $TRIES ]] && echo -n ", "
-
-        echo "${QUERY_NUM},${i},${RES}" >> result.csv
-    done
+    i=0
+    while read -r RES; do
+        [[ "$i" -gt 0 ]] && echo -n ", "
+        [[ "$RES" =~ ^[0-9] ]] && echo -n "${RES}" || echo -n "null"
+        echo "${QUERY_NUM},$((i+1)),${RES}" >> result.csv
+        i=$((i+1))
+    done <<< "$(./clickhouse local --path . --time --format Null --use_page_cache_for_object_storage 1 --query "$query; $query; $query" 2>&1)"
     echo "],"
 
-    # (*) --format=Null is client-side formatting. The query result is still sent back to the client.
-
     QUERY_NUM=$((QUERY_NUM + 1))
 done
 ./clickhouse local --path . --query="DROP TABLE hits"
diff --git a/clickhouse-datalake/benchmark.sh b/clickhouse-datalake/benchmark.sh
index 0d8cf4905..8b4d0718d 100755
--- a/clickhouse-datalake/benchmark.sh
+++ b/clickhouse-datalake/benchmark.sh
@@ -6,11 +6,9 @@ curl https://clickhouse.com/ | sh
 
 # Configure
 
+RAM=$(awk '/MemTotal/ {print int($2 * 0.8 * 1024)}' /proc/meminfo)
 > clickhouse-local.yaml echo "
-filesystem_caches:
-    cache:
-        path: '/dev/shm/clickhouse/'
-        max_size_ratio_to_total_space: 0.9
+page_cache_max_size: ${RAM}
 "
 
 # Run the queries
diff --git a/clickhouse-datalake/results/c6a.4xlarge.json b/clickhouse-datalake/results/c6a.4xlarge.json
index b331aaf64..1e67968ac 100644
--- a/clickhouse-datalake/results/c6a.4xlarge.json
+++ b/clickhouse-datalake/results/c6a.4xlarge.json
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14779976446,
     "result": [
-        [0.308, 0.158, 0.157],
-        [0.978, 0.12, 0.132],
-        [1.886, 0.199, 0.2],
-        [1.22, 0.172, 0.161],
-        [1.499, 0.504, 0.516],
-        [1.761, 0.762, 0.76],
-        [1.064, 0.108, 0.143],
-        [1.062, 0.121, 0.115],
-        [1.849, 0.651, 0.604],
-        [5.319, 0.711, 0.716],
-        [2.014, 0.314, 0.284],
-        [2.04, 0.322, 0.322],
-        [1.791, 0.723, 0.74],
-        [2.757, 1.064, 1.045],
-        [1.801, 0.821, 0.806],
-        [1.493, 0.577, 0.606],
-        [3.597, 1.936, 1.99],
-        [2.736, 1.275, 1.269],
-        [5.728, 3.882, 3.959],
-        [1.093, 0.157, 0.131],
-        [4.292, 1.248, 1.205],
-        [5.086, 1.436, 1.397],
-        [7.325, 4.085, 2.06],
-        [19.384, 8.33, 4.275],
-        [2.376, 0.534, 0.522],
-        [1.39, 0.318, 0.306],
-        [2.391, 0.544, 0.533],
-        [5.92, 1.248, 1.271],
-        [10.461, 9.505, 9.479],
-        [1.056, 0.128, 0.132],
-        [6.651, 0.727, 0.727],
-        [8.124, 1.132, 1.131],
-        [8.829, 4.827, 4.788],
-        [5.806, 3.292, 3.302],
-        [5.884, 3.245, 3.282],
-        [1.305, 0.433, 0.436],
-        [0.671, 0.157, 0.173],
-        [0.564, 0.131, 0.126],
-        [0.652, 0.115, 0.131],
-        [0.788, 0.184, 0.197],
-        [0.545, 0.11, 0.11],
-        [0.548, 0.099, 0.121],
-        [0.489, 0.091, 0.099]
+        [0.29, 0.031, 0.036],
+        [0.732, 0.052, 0.043],
+        [3.224, 0.109, 0.098],
+        [1.209, 0.087, 0.08],
+        [1.452, 0.415, 0.412],
+        [2.076, 0.66, 0.654],
+        [0.643, 0.055, 0.051],
+        [0.591, 0.053, 0.05],
+        [2.215, 0.506, 0.503],
+        [8.281, 0.6, 0.6],
+        [1.94, 0.219, 0.213],
+        [2.088, 0.233, 0.211],
+        [2.06, 0.626, 0.637],
+        [3.11, 0.929, 0.928],
+        [2.151, 0.709, 0.698],
+        [1.466, 0.484, 0.474],
+        [4.205, 1.789, 1.766],
+        [3.518, 1.119, 1.109],
+        [7.405, 3.24, 3.192],
+        [1.043, 0.079, 0.08],
+        [8.895, 1.164, 1.14],
+        [9.657, 1.346, 1.278],
+        [15.3, 2.013, 1.968],
+        [39.549, 4.17, 4.08],
+        [2.961, 0.462, 0.459],
+        [1.811, 0.25, 0.248],
+        [2.871, 0.461, 0.458],
+        [13.158, 1.196, 1.156],
+        [10.657, 9.335, 9.329],
+        [0.881, 0.08, 0.076],
+        [12.057, 0.629, 0.596],
+        [15.104, 0.926, 0.909],
+        [12.291, 4.576, 4.524],
+        [10.187, 3.182, 3.172],
+        [9.904, 3.174, 3.162],
+        [1.191, 0.303, 0.298],
+        [0.853, 0.095, 0.093],
+        [0.653, 0.079, 0.069],
+        [0.817, 0.071, 0.057],
+        [1.324, 0.115, 0.11],
+        [0.526, 0.059, 0.062],
+        [0.484, 0.051, 0.051],
+        [0.36, 0.041, 0.041]
 ]
 }
 
diff --git a/clickhouse-datalake/results/c6a.metal.json b/clickhouse-datalake/results/c6a.metal.json
index d5751d6ac..4491168c8 100644
--- a/clickhouse-datalake/results/c6a.metal.json
+++ b/clickhouse-datalake/results/c6a.metal.json
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14779976446,
     "result": [
-        [0.323, 0.161, 0.139],
-        [0.532, 0.136, 0.176],
-        [1.001, 0.208, 0.182],
-        [0.654, 0.179, 0.17],
-        [1.166, 0.324, 0.347],
-        [0.887, 0.35, 0.333],
-        [0.688, 0.165, 0.147],
-        [0.515, 0.147, 0.148],
-        [1.048, 0.493, 0.478],
-        [1.411, 0.523, 0.53],
-        [0.857, 0.273, 0.281],
-        [1.118, 0.276, 0.271],
-        [1.118, 0.323, 0.309],
-        [1.069, 0.37, 0.363],
-        [0.759, 0.311, 0.299],
-        [0.808, 0.244, 0.267],
-        [1.204, 0.521, 0.504],
-        [1.059, 0.415, 0.406],
-        [1.657, 1.036, 1.008],
-        [0.664, 0.153, 0.202],
-        [2.095, 0.586, 0.813],
-        [2.63, 1.314, 1.238],
-        [5.049, 1.411, 1.611],
-        [14.009, 6.419, 6.464],
-        [0.957, 0.241, 0.228],
-        [0.991, 0.191, 0.224],
-        [0.896, 0.228, 0.239],
-        [2.356, 0.573, 0.584],
-        [1.896, 1.412, 1.436],
-        [0.55, 0.158, 0.178],
-        [1.255, 0.428, 0.466],
-        [1.644, 0.58, 0.509],
-        [2.034, 1.126, 1.127],
-        [2.437, 0.973, 0.977],
-        [2.398, 0.983, 0.936],
-        [0.985, 0.223, 0.223],
-        [0.65, 0.196, 0.189],
-        [0.571, 0.18, 0.159],
-        [0.643, 0.168, 0.159],
-        [0.782, 0.206, 0.232],
-        [0.554, 0.114, 0.112],
-        [0.552, 0.115, 0.13],
-        [0.484, 0.124, 0.102]
+        [0.262, 0.028, 0.028],
+        [0.35, 0.068, 0.066],
+        [0.883, 0.091, 0.085],
+        [0.502, 0.091, 0.083],
+        [0.698, 0.264, 0.256],
+        [0.864, 0.247, 0.223],
+        [0.38, 0.074, 0.068],
+        [0.358, 0.071, 0.07],
+        [0.836, 0.397, 0.382],
+        [1.522, 0.446, 0.415],
+        [0.662, 0.176, 0.163],
+        [0.659, 0.16, 0.161],
+        [0.721, 0.235, 0.224],
+        [1.028, 0.29, 0.277],
+        [0.768, 0.219, 0.214],
+        [0.595, 0.179, 0.164],
+        [1.198, 0.492, 0.436],
+        [1.04, 0.345, 0.306],
+        [1.915, 0.77, 0.687],
+        [0.49, 0.087, 0.09],
+        [3.862, 0.701, 0.494],
+        [4.964, 0.963, 0.903],
+        [10.243, 1.384, 1.325],
+        [32.511, 6.553, 6.646],
+        [0.918, 0.177, 0.164],
+        [0.661, 0.143, 0.141],
+        [0.878, 0.179, 0.163],
+        [4.264, 0.563, 0.558],
+        [2.414, 1.269, 1.249],
+        [0.42, 0.098, 0.093],
+        [2.201, 0.37, 0.363],
+        [2.249, 0.501, 0.444],
+        [2.118, 1.271, 1.029],
+        [4.223, 1.069, 0.932],
+        [4.071, 0.982, 1.065],
+        [0.513, 0.135, 0.135],
+        [0.918, 0.118, 0.109],
+        [0.67, 0.087, 0.083],
+        [0.849, 0.095, 0.082],
+        [1.315, 0.126, 0.118],
+        [0.5, 0.077, 0.068],
+        [0.491, 0.053, 0.061],
+        [0.368, 0.047, 0.051]
 ]
 }
 
diff --git a/clickhouse-datalake/results/c7a.metal-48xl.json b/clickhouse-datalake/results/c7a.metal-48xl.json
index 3b1817b4e..1ab89f41e 100644
--- a/clickhouse-datalake/results/c7a.metal-48xl.json
+++ b/clickhouse-datalake/results/c7a.metal-48xl.json
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14779976446,
     "result": [
-        [0.323, 0.12, 0.144],
-        [0.551, 0.149, 0.13],
-        [0.631, 0.171, 0.165],
-        [0.56, 0.142, 0.149],
-        [0.864, 0.495, 0.505],
-        [0.893, 0.528, 0.53],
-        [0.596, 0.162, 0.127],
-        [1.013, 0.122, 0.144],
-        [0.821, 0.417, 0.459],
-        [1.18, 0.5, 0.492],
-        [1.239, 0.296, 0.328],
-        [1.207, 0.238, 0.25],
-        [0.755, 0.314, 0.335],
-        [1.258, 0.363, 0.372],
-        [1.033, 0.29, 0.287],
-        [1.014, 0.26, 0.258],
-        [1.364, 0.424, 0.386],
-        [1.133, 0.348, 0.362],
-        [1.286, 0.559, 0.575],
-        [0.674, 0.141, 0.141],
-        [1.893, 0.548, 0.516],
-        [2.625, 1.348, 1.504],
-        [4.723, 1.889, 1.872],
-        [17.403, 9.746, 9.799],
-        [1.135, 0.351, 0.254],
-        [0.989, 0.206, 0.206],
-        [0.801, 0.277, 0.284],
-        [2.186, 0.782, 0.811],
-        [1.427, 0.968, 3.786],
-        [0.544, 0.169, 0.173],
-        [1.086, 0.614, 0.683],
-        [1.297, 0.682, 0.69],
-        [1.51, 0.853, 0.861],
-        [2.114, 0.874, 0.835],
-        [2.102, 0.858, 0.895],
-        [0.554, 0.22, 0.207],
-        [0.68, 0.202, 0.177],
-        [0.555, 0.174, 0.172],
-        [0.646, 0.159, 0.14],
-        [0.786, 0.209, 0.226],
-        [0.584, 0.134, 0.126],
-        [0.549, 0.145, 0.148],
-        [0.475, 0.104, 0.112]
+        [0.225, 0.056, 0.03],
+        [0.384, 0.064, 0.064],
+        [0.59, 0.069, 0.069],
+        [0.436, 0.064, 0.068],
+        [0.814, 0.35, 0.347],
+        [0.862, 0.375, 0.394],
+        [0.366, 0.064, 0.064],
+        [0.335, 0.074, 0.069],
+        [0.707, 0.334, 0.323],
+        [1.175, 0.358, 0.341],
+        [0.654, 0.175, 0.173],
+        [0.729, 0.166, 0.175],
+        [0.695, 0.153, 0.16],
+        [0.836, 0.248, 0.322],
+        [0.761, 0.191, 0.123],
+        [0.502, 0.113, 0.106],
+        [0.842, 0.191, 0.186],
+        [0.933, 0.183, 0.17],
+        [1.388, 1.053, 1.085],
+        [0.469, 0.06, 0.06],
+        [3.465, 0.37, 0.358],
+        [4.897, 1.579, 1.409],
+        [9.748, 1.816, 1.866],
+        [34.754, 8.215, 8.473],
+        [0.895, 0.262, 0.19],
+        [0.59, 0.099, 0.092],
+        [0.785, 0.259, 0.327],
+        [3.89, 0.639, 0.627],
+        [2.067, 0.728, 1.423],
+        [0.407, 0.106, 0.102],
+        [1.384, 0.541, 0.602],
+        [1.586, 0.605, 0.866],
+        [1.529, 0.526, 0.487],
+        [3.515, 0.614, 0.513],
+        [3.798, 2.647, 0.529],
+        [0.456, 0.109, 0.097],
+        [0.865, 0.128, 0.13],
+        [0.664, 0.104, 0.114],
+        [0.849, 0.084, 0.08],
+        [1.424, 0.142, 0.152],
+        [0.582, 0.082, 0.095],
+        [0.519, 0.063, 0.062],
+        [0.416, 0.055, 0.051]
 ]
 }
 
diff --git a/clickhouse-datalake/results/c8g.4xlarge.json b/clickhouse-datalake/results/c8g.4xlarge.json
index 40786d552..ba0bd280d 100644
--- a/clickhouse-datalake/results/c8g.4xlarge.json
+++ b/clickhouse-datalake/results/c8g.4xlarge.json
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14779976446,
     "result": [
-        [0.243, 0.111, 0.104],
-        [1.069, 0.103, 0.108],
-        [1.905, 0.161, 0.15],
-        [1.269, 0.13, 0.131],
-        [1.393, 0.253, 0.268],
-        [1.445, 0.385, 0.369],
-        [1.015, 0.084, 0.09],
-        [1.051, 0.103, 0.081],
-        [1.633, 0.324, 0.345],
-        [5.038, 0.41, 0.416],
-        [2.141, 0.239, 0.24],
-        [2.274, 0.257, 0.24],
-        [1.505, 0.376, 0.375],
-        [2.498, 0.572, 0.557],
-        [1.628, 0.441, 0.448],
-        [1.313, 0.279, 0.298],
-        [2.712, 0.79, 0.785],
-        [2.561, 0.595, 0.598],
-        [3.672, 1.475, 1.478],
-        [1.134, 0.118, 0.12],
-        [4.536, 0.698, 0.716],
-        [5.234, 0.976, 0.992],
-        [7.79, 4.054, 1.531],
-        [18.505, 7.871, 3.616],
-        [2.575, 0.387, 0.402],
-        [1.498, 0.239, 0.228],
-        [2.642, 0.373, 0.405],
-        [5.878, 0.872, 0.827],
-        [5.736, 5.008, 5.017],
-        [1.061, 0.112, 0.115],
-        [6.924, 0.515, 0.505],
-        [8.598, 0.604, 0.615],
-        [6.876, 1.664, 1.682],
-        [4.747, 1.371, 1.355],
-        [4.622, 1.369, 1.384],
-        [1.318, 0.235, 0.23],
-        [0.606, 0.138, 0.119],
-        [0.455, 0.104, 0.098],
-        [0.529, 0.1, 0.092],
-        [0.699, 0.139, 0.128],
-        [0.494, 0.114, 0.094],
-        [0.58, 0.083, 0.079],
-        [0.392, 0.079, 0.069]
+        [0.206, 0.029, 0.033],
+        [0.63, 0.044, 0.043],
+        [2.946, 0.079, 0.075],
+        [1.138, 0.059, 0.056],
+        [1.189, 0.174, 0.174],
+        [1.766, 0.288, 0.283],
+        [0.649, 0.045, 0.048],
+        [0.661, 0.046, 0.084],
+        [2.244, 0.255, 0.222],
+        [8.139, 0.322, 0.297],
+        [1.679, 0.167, 0.162],
+        [1.869, 0.179, 0.177],
+        [1.93, 0.292, 0.282],
+        [2.861, 0.43, 0.424],
+        [1.957, 0.356, 0.347],
+        [1.226, 0.168, 0.169],
+        [3.556, 0.611, 0.601],
+        [3.546, 0.438, 0.415],
+        [5.834, 1.075, 1.059],
+        [1.023, 0.051, 0.053],
+        [8.472, 0.61, 0.572],
+        [9.307, 0.884, 0.841],
+        [14.858, 1.371, 1.325],
+        [39.015, 2.797, 2.748],
+        [2.814, 0.31, 0.32],
+        [1.899, 0.18, 0.178],
+        [2.825, 0.312, 0.312],
+        [11.423, 0.737, 0.71],
+        [7.456, 4.876, 4.876],
+        [0.852, 0.069, 0.067],
+        [13.299, 0.398, 0.382],
+        [16.5, 0.451, 0.439],
+        [11.08, 1.363, 1.348],
+        [9.143, 1.161, 1.121],
+        [8.99, 1.144, 1.118],
+        [1.127, 0.145, 0.148],
+        [0.856, 0.072, 0.066],
+        [0.596, 0.057, 0.051],
+        [0.833, 0.053, 0.053],
+        [1.202, 0.079, 0.067],
+        [0.561, 0.049, 0.045],
+        [0.463, 0.044, 0.041],
+        [0.303, 0.035, 0.035]
 ]
 }
 
diff --git a/clickhouse-datalake/results/c8g.metal-48xl.json b/clickhouse-datalake/results/c8g.metal-48xl.json
index dbf19f412..0032e8fdb 100644
--- a/clickhouse-datalake/results/c8g.metal-48xl.json
+++ b/clickhouse-datalake/results/c8g.metal-48xl.json
@@ -10,49 +10,49 @@
     "load_time": 0,
     "data_size": 14779976446,
     "result": [
-        [0.224, 0.115, 0.111],
-        [0.474, 0.107, 0.122],
-        [0.904, 0.148, 0.163],
-        [0.928, 0.142, 0.13],
-        [1.071, 0.385, 0.409],
-        [0.696, 0.425, 0.432],
-        [0.418, 0.117, 0.114],
-        [0.953, 0.125, 0.156],
-        [0.706, 0.366, 0.374],
-        [1.009, 0.355, 0.361],
-        [1.141, 0.227, 0.233],
-        [0.807, 0.204, 0.191],
-        [1.01, 0.244, 0.24],
-        [1.239, 0.268, 0.312],
-        [1.041, 0.226, 0.251],
-        [0.563, 0.214, 0.215],
-        [1.23, 0.361, 0.372],
-        [0.997, 0.365, 0.34],
-        [1.021, 0.497, 0.519],
-        [0.908, 0.155, 0.114],
-        [1.636, 0.335, 0.381],
-        [2.658, 1.276, 1.446],
-        [4.934, 1.319, 1.423],
-        [15.502, 4.805, 4.755],
-        [1.134, 0.23, 0.253],
-        [0.657, 0.139, 0.176],
-        [1.101, 0.197, 0.257],
-        [2.021, 0.364, 0.415],
-        [1.158, 0.737, 0.731],
-        [0.955, 0.18, 0.177],
-        [0.912, 0.241, 0.254],
-        [1.183, 0.272, 0.304],
-        [1.428, 0.815, 0.917],
-        [1.952, 0.642, 0.661],
-        [1.876, 2.155, 1.642],
-        [0.97, 0.184, 0.189],
-        [0.579, 0.15, 0.151],
-        [0.452, 0.132, 0.139],
-        [0.552, 0.131, 0.126],
-        [0.684, 0.165, 0.149],
-        [0.439, 0.112, 0.123],
-        [0.451, 0.115, 0.127],
-        [0.413, 0.103, 0.094]
+        [0.24, 0.045, 0.027],
+        [0.312, 0.049, 0.048],
+        [0.66, 0.051, 0.051],
+        [0.465, 0.049, 0.047],
+        [0.614, 0.229, 0.323],
+        [0.703, 0.318, 0.3],
+        [0.286, 0.05, 0.051],
+        [0.302, 0.052, 0.066],
+        [0.693, 0.247, 0.25],
+        [1.117, 0.256, 0.258],
+        [0.658, 0.143, 0.133],
+        [0.603, 0.107, 0.108],
+        [0.6, 0.112, 0.1],
+        [0.844, 0.158, 0.141],
+        [0.684, 0.19, 0.123],
+        [0.53, 0.093, 0.083],
+        [0.794, 0.182, 0.172],
+        [0.812, 0.183, 0.166],
+        [1.361, 0.289, 0.361],
+        [0.475, 0.05, 0.05],
+        [3.188, 0.237, 0.215],
+        [4.911, 0.996, 1.11],
+        [9.871, 1.303, 1.366],
+        [32.249, 4.586, 4.806],
+        [0.786, 0.186, 0.224],
+        [0.569, 0.079, 0.065],
+        [0.843, 0.178, 0.18],
+        [3.925, 0.323, 0.264],
+        [1.89, 0.581, 0.575],
+        [0.433, 0.109, 0.107],
+        [1.334, 0.166, 0.155],
+        [1.547, 0.183, 0.261],
+        [1.562, 0.574, 0.517],
+        [3.488, 0.437, 0.392],
+        [3.537, 0.432, 0.501],
+        [0.437, 0.082, 0.077],
+        [0.86, 0.08, 0.085],
+        [0.608, 0.064, 0.064],
+        [0.835, 0.062, 0.063],
+        [1.234, 0.093, 0.082],
+        [0.529, 0.056, 0.056],
+        [0.478, 0.051, 0.052],
+        [0.355, 0.057, 0.044]
 ]
 }
 
diff --git a/clickhouse-datalake/run.sh b/clickhouse-datalake/run.sh
index 6f98bf537..5e0d4ac11 100755
--- a/clickhouse-datalake/run.sh
+++ b/clickhouse-datalake/run.sh
@@ -5,21 +5,16 @@ QUERY_NUM=1
 
 ./clickhouse local --path . --query="$(cat create.sql)"
 cat queries.sql | while read -r query; do
-    rm -rf /dev/shm/clickhouse/*
-    sync && echo 3 | sudo tee /proc/sys/vm/drop_caches > /dev/null
-
     echo -n "["
-    for i in $(seq 1 $TRIES); do
-        RES=$(./clickhouse local --path . --time --format Null --filesystem_cache_name cache --query="$query" 2>&1) # (*)
-        [[ "$?" == "0" ]] && echo -n "${RES}" || echo -n "null"
-        [[ "$i" != $TRIES ]] && echo -n ", "
-
-        echo "${QUERY_NUM},${i},${RES}" >> result.csv
-    done
+    i=0
+    while read -r RES; do
+        [[ "$i" -gt 0 ]] && echo -n ", "
+        [[ "$RES" =~ ^[0-9] ]] && echo -n "${RES}" || echo -n "null"
+        echo "${QUERY_NUM},$((i+1)),${RES}" >> result.csv
+        i=$((i+1))
+    done <<< "$(./clickhouse local --path . --time --format Null --use_page_cache_for_object_storage 1 --query "$query; $query; $query" 2>&1)"
     echo "],"
 
-    # (*) --format=Null is client-side formatting. The query result is still sent back to the client.
-
     QUERY_NUM=$((QUERY_NUM + 1))
 done
 ./clickhouse local --path . --query="DROP TABLE hits"