diff --git a/engine/clients/redis/search.py b/engine/clients/redis/search.py
index 31cf27bd..47e1c0e6 100644
--- a/engine/clients/redis/search.py
+++ b/engine/clients/redis/search.py
@@ -38,7 +38,7 @@ def init_client(cls, host, distance, connection_params: dict, search_params: dic
             if cls.hybrid_policy != "ADHOC_BF":
                 cls.knn_conditions = "EF_RUNTIME $EF"
         elif cls.algorithm == "SVS-VAMANA":
-            cls.knn_conditions = "WS_SEARCH $WS_SEARCH"
+            cls.knn_conditions = "SEARCH_WINDOW_SIZE $WS_SEARCH"
         cls.data_type = "FLOAT32"
         if "search_params" in cls.search_params:
             cls.data_type = (
diff --git a/experiments/configurations/dbpedia-calibration-IP.json b/experiments/configurations/dbpedia-calibration-IP.json
new file mode 100644
index 00000000..eedceb9e
--- /dev/null
+++ b/experiments/configurations/dbpedia-calibration-IP.json
@@ -0,0 +1,380 @@
+[
+  {
+    "name": "dbpedia-cal-IP-hnsw-float16",
+    "engine": "redis",
+    "connection_params": {},
+    "collection_params": {
+      "algorithm": "hnsw",
+      "data_type": "FLOAT16",
+      "hnsw_config": {
+        "M": 16,
+        "DISTANCE_METRIC": "IP",
+        "EF_CONSTRUCTION": 200
+      }
+    },
+    "search_params": [
+      {
+        "parallel": 100,
+        "top": 100,
+        "calibration_param": "ef",
+        "calibration_precision": 0.95,
+        "search_params": {
+          "data_type": "FLOAT16"
+        }
+      }
+    ],
+    "upload_params": {
+      "parallel": 100,
+      "algorithm": "hnsw",
+      "data_type": "FLOAT16"
+    }
+  },
+  {
+    "name": "dbpedia-cal-IP-hnsw-float32",
+    "engine": "redis",
+    "connection_params": {},
+    "collection_params": {
+      "algorithm": "hnsw",
+      "data_type": "FLOAT32",
+      "hnsw_config": {
+        "M": 16,
+        "DISTANCE_METRIC": "IP",
+        "EF_CONSTRUCTION": 200
+      }
+    },
+    "search_params": [
+      {
+        "parallel": 100,
+        "top": 100,
+        "calibration_param": "ef",
+        "calibration_precision": 0.95,
+        "search_params": {
+          "data_type": "FLOAT32"
+        }
+      }
+    ],
+    "upload_params": {
+      "parallel": 100,
+      "algorithm": "hnsw",
+      "data_type": "FLOAT32"
+    }
+  },
+{
+    "name": "dbpedia-cal-IP-svs-noquant-float16",
+    "engine": "redis",
+    "connection_params": {},
+    "collection_params": {
+      "algorithm": "svs-vamana",
+      "data_type": "FLOAT16",
+      "svs-vamana_config": {
+        "DISTANCE_METRIC": "IP",
+        "GRAPH_MAX_DEGREE": 32,
+        "CONSTRUCTION_WINDOW_SIZE": 200
+      }
+    },
+    "search_params": [
+      {
+        "algorithm": "svs-vamana",
+        "parallel": 100,
+        "top": 100,
+        "calibration_param": "WS_SEARCH",
+        "calibration_precision": 0.95,
+        "search_params": {
+          "data_type": "FLOAT16"
+        }
+      }
+    ],
+    "upload_params": {
+      "parallel": 100,
+      "data_type": "FLOAT16",
+      "algorithm": "svs-vamana"
+    }
+  },
+  {
+    "name": "dbpedia-cal-IP-svs-noquant-float32",
+    "engine": "redis",
+    "connection_params": {},
+    "collection_params": {
+      "algorithm": "svs-vamana",
+      "data_type": "FLOAT32",
+      "svs-vamana_config": {
+        "DISTANCE_METRIC": "IP",
+        "GRAPH_MAX_DEGREE": 32,
+        "CONSTRUCTION_WINDOW_SIZE": 200
+      }
+    },
+    "search_params": [
+      {
+        "algorithm": "svs-vamana",
+        "parallel": 100,
+        "top": 100,
+        "calibration_param": "WS_SEARCH",
+        "calibration_precision": 0.95,
+        "search_params": {
+          "data_type": "FLOAT32"
+        }
+      }
+    ],
+    "upload_params": {
+      "parallel": 100,
+      "data_type": "FLOAT32",
+      "algorithm": "svs-vamana"
+    }
+  },
+  {
+    "name": "dbpedia-cal-IP-svs-LVQ8-float16",
+    "engine": "redis",
+    "connection_params": {},
+    "collection_params": {
+      "algorithm": "svs-vamana",
+      "data_type": "FLOAT16",
+      "svs-vamana_config": {
+        "DISTANCE_METRIC": "IP",
+        "GRAPH_MAX_DEGREE": 32,
+        "CONSTRUCTION_WINDOW_SIZE": 200,
+        "compression": "LVQ8"
+      }
+    },
+    "search_params": [
+      {
+        "algorithm": "svs-vamana",
+        "parallel": 100,
+        "top": 100,
+        "calibration_param": "WS_SEARCH",
+        "calibration_precision": 0.95,
+        "search_params": {
+          "data_type": "FLOAT16"
+        }
+      }
+    ],
+    "upload_params": {
+      "parallel": 100,
+      "data_type": "FLOAT16",
+      "algorithm": "svs-vamana"
+    }
+  },
+  {
+    "name": "dbpedia-cal-IP-svs-LVQ8-float32",
+    "engine": "redis",
+    "connection_params": {},
+    "collection_params": {
+      "algorithm": "svs-vamana",
+      "data_type": "FLOAT32",
+      "svs-vamana_config": {
+        "DISTANCE_METRIC": "IP",
+        "GRAPH_MAX_DEGREE": 32,
+        "CONSTRUCTION_WINDOW_SIZE": 200,
+        "compression": "LVQ8"
+      }
+    },
+    "search_params": [
+      {
+        "algorithm": "svs-vamana",
+        "parallel": 100,
+        "top": 100,
+        "calibration_param": "WS_SEARCH",
+        "calibration_precision": 0.95,
+        "search_params": {
+          "data_type": "FLOAT32"
+        }
+      }
+    ],
+    "upload_params": {
+      "parallel": 100,
+      "data_type": "FLOAT32",
+      "algorithm": "svs-vamana"
+    }
+  },
+  {
+    "name": "dbpedia-cal-IP-svs-LVQ4X8-float16",
+    "engine": "redis",
+    "connection_params": {},
+    "collection_params": {
+      "algorithm": "svs-vamana",
+      "data_type": "FLOAT16",
+      "svs-vamana_config": {
+        "DISTANCE_METRIC": "IP",
+        "GRAPH_MAX_DEGREE": 32,
+        "CONSTRUCTION_WINDOW_SIZE": 200,
+        "compression": "LVQ4X8"
+      }
+    },
+    "search_params": [
+      {
+        "algorithm": "svs-vamana",
+        "parallel": 100,
+        "top": 100,
+        "calibration_param": "WS_SEARCH",
+        "calibration_precision": 0.95,
+        "search_params": {
+          "data_type": "FLOAT16"
+        }
+      }
+    ],
+    "upload_params": {
+      "parallel": 100,
+      "data_type": "FLOAT16",
+      "algorithm": "svs-vamana"
+    }
+  },
+  {
+    "name": "dbpedia-cal-IP-svs-LVQ4X8-float32",
+    "engine": "redis",
+    "connection_params": {},
+    "collection_params": {
+      "algorithm": "svs-vamana",
+      "data_type": "FLOAT32",
+      "svs-vamana_config": {
+        "DISTANCE_METRIC": "IP",
+        "GRAPH_MAX_DEGREE": 32,
+        "CONSTRUCTION_WINDOW_SIZE": 200,
+        "compression": "LVQ4X8"
+      }
+    },
+    "search_params": [
+      {
+        "algorithm": "svs-vamana",
+        "parallel": 100,
+        "top": 100,
+        "calibration_param": "WS_SEARCH",
+        "calibration_precision": 0.95,
+        "search_params": {
+          "data_type": "FLOAT32"
+        }
+      }
+    ],
+    "upload_params": {
+      "parallel": 100,
+      "data_type": "FLOAT32",
+      "algorithm": "svs-vamana"
+    }
+  },
+  {
+    "name": "dbpedia-cal-IP-svs-LVQ4X4-float32",
+    "engine": "redis",
+    "connection_params": {},
+    "collection_params": {
+      "algorithm": "svs-vamana",
+      "data_type": "FLOAT32",
+      "svs-vamana_config": {
+        "DISTANCE_METRIC": "IP",
+        "GRAPH_MAX_DEGREE": 32,
+        "CONSTRUCTION_WINDOW_SIZE": 200,
+        "compression": "LVQ4X4"
+      }
+    },
+    "search_params": [
+      {
+        "algorithm": "svs-vamana",
+        "parallel": 100,
+        "top": 100,
+        "calibration_param": "WS_SEARCH",
+        "calibration_precision": 0.95,
+        "search_params": {
+          "data_type": "FLOAT32"
+        }
+      }
+    ],
+    "upload_params": {
+      "parallel": 100,
+      "data_type": "FLOAT32",
+      "algorithm": "svs-vamana"
+    }
+  },
+  {
+    "name": "dbpedia-cal-IP-svs-LVQ4X4-float16",
+    "engine": "redis",
+    "connection_params": {},
+    "collection_params": {
+      "algorithm": "svs-vamana",
+      "data_type": "FLOAT16",
+      "svs-vamana_config": {
+        "DISTANCE_METRIC": "IP",
+        "GRAPH_MAX_DEGREE": 32,
+        "CONSTRUCTION_WINDOW_SIZE": 200,
+        "compression": "LVQ4X4"
+      }
+    },
+    "search_params": [
+      {
+        "algorithm": "svs-vamana",
+        "parallel": 100,
+        "top": 100,
+        "calibration_param": "WS_SEARCH",
+        "calibration_precision": 0.95,
+        "search_params": {
+          "data_type": "FLOAT16"
+        }
+      }
+    ],
+    "upload_params": {
+      "parallel": 100,
+      "data_type": "FLOAT16",
+      "algorithm": "svs-vamana"
+    }
+  },
+  {
+    "name": "dbpedia-cal-IP-svs-LeanVec4x8-float16",
+    "engine": "redis",
+    "connection_params": {},
+    "collection_params": {
+      "algorithm": "svs-vamana",
+      "data_type": "FLOAT16",
+      "svs-vamana_config": {
+        "DISTANCE_METRIC": "IP",
+        "GRAPH_MAX_DEGREE": 32,
+        "CONSTRUCTION_WINDOW_SIZE": 200,
+        "compression": "LeanVec4x8"
+      }
+    },
+    "search_params": [
+      {
+        "algorithm": "svs-vamana",
+        "parallel": 100,
+        "top": 100,
+        "calibration_param": "WS_SEARCH",
+        "calibration_precision": 0.95,
+        "search_params": {
+          "data_type": "FLOAT16"
+        }
+      }
+    ],
+    "upload_params": {
+      "parallel": 100,
+      "data_type": "FLOAT16",
+      "algorithm": "svs-vamana"
+    }
+  },
+  {
+    "name": "dbpedia-cal-IP-svs-LeanVec4x8-float32",
+    "engine": "redis",
+    "connection_params": {},
+    "collection_params": {
+      "algorithm": "svs-vamana",
+      "data_type": "FLOAT32",
+      "svs-vamana_config": {
+        "DISTANCE_METRIC": "IP",
+        "GRAPH_MAX_DEGREE": 32,
+        "CONSTRUCTION_WINDOW_SIZE": 200,
+        "compression": "LeanVec4x8"
+      }
+    },
+    "search_params": [
+      {
+        "algorithm": "svs-vamana",
+        "parallel": 100,
+        "top": 100,
+        "calibration_param": "WS_SEARCH",
+        "calibration_precision": 0.95,
+        "search_params": {
+          "data_type": "FLOAT32"
+        }
+      }
+    ],
+    "upload_params": {
+      "parallel": 100,
+      "data_type": "FLOAT32",
+      "algorithm": "svs-vamana"
+    }
+  }
+]
diff --git a/experiments/configurations/dbpedia-calibration-L2.json b/experiments/configurations/dbpedia-calibration-L2.json
new file mode 100644
index 00000000..dfc1d242
--- /dev/null
+++ b/experiments/configurations/dbpedia-calibration-L2.json
@@ -0,0 +1,380 @@
+[
+  {
+    "name": "dbpedia-cal-L2-hnsw-float16",
+    "engine": "redis",
+    "connection_params": {},
+    "collection_params": {
+      "algorithm": "hnsw",
+      "data_type": "FLOAT16",
+      "hnsw_config": {
+        "M": 16,
+        "DISTANCE_METRIC": "L2",
+        "EF_CONSTRUCTION": 200
+      }
+    },
+    "search_params": [
+      {
+        "parallel": 100,
+        "top": 100,
+        "calibration_param": "ef",
+        "calibration_precision": 0.95,
+        "search_params": {
+          "data_type": "FLOAT16"
+        }
+      }
+    ],
+    "upload_params": {
+      "parallel": 100,
+      "algorithm": "hnsw",
+      "data_type": "FLOAT16"
+    }
+  },
+  {
+    "name": "dbpedia-cal-L2-hnsw-float32",
+    "engine": "redis",
+    "connection_params": {},
+    "collection_params": {
+      "algorithm": "hnsw",
+      "data_type": "FLOAT32",
+      "hnsw_config": {
+        "M": 16,
+        "DISTANCE_METRIC": "L2",
+        "EF_CONSTRUCTION": 200
+      }
+    },
+    "search_params": [
+      {
+        "parallel": 100,
+        "top": 100,
+        "calibration_param": "ef",
+        "calibration_precision": 0.95,
+        "search_params": {
+          "data_type": "FLOAT32"
+        }
+      }
+    ],
+    "upload_params": {
+      "parallel": 100,
+      "algorithm": "hnsw",
+      "data_type": "FLOAT32"
+    }
+  },
+{
+    "name": "dbpedia-cal-L2-svs-noquant-float16",
+    "engine": "redis",
+    "connection_params": {},
+    "collection_params": {
+      "algorithm": "svs-vamana",
+      "data_type": "FLOAT16",
+      "svs-vamana_config": {
+        "DISTANCE_METRIC": "L2",
+        "GRAPH_MAX_DEGREE": 32,
+        "CONSTRUCTION_WINDOW_SIZE": 200
+      }
+    },
+    "search_params": [
+      {
+        "algorithm": "svs-vamana",
+        "parallel": 100,
+        "top": 100,
+        "calibration_param": "WS_SEARCH",
+        "calibration_precision": 0.95,
+        "search_params": {
+          "data_type": "FLOAT16"
+        }
+      }
+    ],
+    "upload_params": {
+      "parallel": 100,
+      "data_type": "FLOAT16",
+      "algorithm": "svs-vamana"
+    }
+  },
+  {
+    "name": "dbpedia-cal-L2-svs-noquant-float32",
+    "engine": "redis",
+    "connection_params": {},
+    "collection_params": {
+      "algorithm": "svs-vamana",
+      "data_type": "FLOAT32",
+      "svs-vamana_config": {
+        "DISTANCE_METRIC": "L2",
+        "GRAPH_MAX_DEGREE": 32,
+        "CONSTRUCTION_WINDOW_SIZE": 200
+      }
+    },
+    "search_params": [
+      {
+        "algorithm": "svs-vamana",
+        "parallel": 100,
+        "top": 100,
+        "calibration_param": "WS_SEARCH",
+        "calibration_precision": 0.95,
+        "search_params": {
+          "data_type": "FLOAT32"
+        }
+      }
+    ],
+    "upload_params": {
+      "parallel": 100,
+      "data_type": "FLOAT32",
+      "algorithm": "svs-vamana"
+    }
+  },
+  {
+    "name": "dbpedia-cal-L2-svs-LVQ8-float16",
+    "engine": "redis",
+    "connection_params": {},
+    "collection_params": {
+      "algorithm": "svs-vamana",
+      "data_type": "FLOAT16",
+      "svs-vamana_config": {
+        "DISTANCE_METRIC": "L2",
+        "GRAPH_MAX_DEGREE": 32,
+        "CONSTRUCTION_WINDOW_SIZE": 200,
+        "compression": "LVQ8"
+      }
+    },
+    "search_params": [
+      {
+        "algorithm": "svs-vamana",
+        "parallel": 100,
+        "top": 100,
+        "calibration_param": "WS_SEARCH",
+        "calibration_precision": 0.95,
+        "search_params": {
+          "data_type": "FLOAT16"
+        }
+      }
+    ],
+    "upload_params": {
+      "parallel": 100,
+      "data_type": "FLOAT16",
+      "algorithm": "svs-vamana"
+    }
+  },
+  {
+    "name": "dbpedia-cal-L2-svs-LVQ8-float32",
+    "engine": "redis",
+    "connection_params": {},
+    "collection_params": {
+      "algorithm": "svs-vamana",
+      "data_type": "FLOAT32",
+      "svs-vamana_config": {
+        "DISTANCE_METRIC": "L2",
+        "GRAPH_MAX_DEGREE": 32,
+        "CONSTRUCTION_WINDOW_SIZE": 200,
+        "compression": "LVQ8"
+      }
+    },
+    "search_params": [
+      {
+        "algorithm": "svs-vamana",
+        "parallel": 100,
+        "top": 100,
+        "calibration_param": "WS_SEARCH",
+        "calibration_precision": 0.95,
+        "search_params": {
+          "data_type": "FLOAT32"
+        }
+      }
+    ],
+    "upload_params": {
+      "parallel": 100,
+      "data_type": "FLOAT32",
+      "algorithm": "svs-vamana"
+    }
+  },
+  {
+    "name": "dbpedia-cal-L2-svs-LVQ4X8-float16",
+    "engine": "redis",
+    "connection_params": {},
+    "collection_params": {
+      "algorithm": "svs-vamana",
+      "data_type": "FLOAT16",
+      "svs-vamana_config": {
+        "DISTANCE_METRIC": "L2",
+        "GRAPH_MAX_DEGREE": 32,
+        "CONSTRUCTION_WINDOW_SIZE": 200,
+        "compression": "LVQ4X8"
+      }
+    },
+    "search_params": [
+      {
+        "algorithm": "svs-vamana",
+        "parallel": 100,
+        "top": 100,
+        "calibration_param": "WS_SEARCH",
+        "calibration_precision": 0.95,
+        "search_params": {
+          "data_type": "FLOAT16"
+        }
+      }
+    ],
+    "upload_params": {
+      "parallel": 100,
+      "data_type": "FLOAT16",
+      "algorithm": "svs-vamana"
+    }
+  },
+  {
+    "name": "dbpedia-cal-L2-svs-LVQ4X8-float32",
+    "engine": "redis",
+    "connection_params": {},
+    "collection_params": {
+      "algorithm": "svs-vamana",
+      "data_type": "FLOAT32",
+      "svs-vamana_config": {
+        "DISTANCE_METRIC": "L2",
+        "GRAPH_MAX_DEGREE": 32,
+        "CONSTRUCTION_WINDOW_SIZE": 200,
+        "compression": "LVQ4X8"
+      }
+    },
+    "search_params": [
+      {
+        "algorithm": "svs-vamana",
+        "parallel": 100,
+        "top": 100,
+        "calibration_param": "WS_SEARCH",
+        "calibration_precision": 0.95,
+        "search_params": {
+          "data_type": "FLOAT32"
+        }
+      }
+    ],
+    "upload_params": {
+      "parallel": 100,
+      "data_type": "FLOAT32",
+      "algorithm": "svs-vamana"
+    }
+  },
+  {
+    "name": "dbpedia-cal-L2-svs-LVQ4X4-float32",
+    "engine": "redis",
+    "connection_params": {},
+    "collection_params": {
+      "algorithm": "svs-vamana",
+      "data_type": "FLOAT32",
+      "svs-vamana_config": {
+        "DISTANCE_METRIC": "L2",
+        "GRAPH_MAX_DEGREE": 32,
+        "CONSTRUCTION_WINDOW_SIZE": 200,
+        "compression": "LVQ4X4"
+      }
+    },
+    "search_params": [
+      {
+        "algorithm": "svs-vamana",
+        "parallel": 100,
+        "top": 100,
+        "calibration_param": "WS_SEARCH",
+        "calibration_precision": 0.95,
+        "search_params": {
+          "data_type": "FLOAT32"
+        }
+      }
+    ],
+    "upload_params": {
+      "parallel": 100,
+      "data_type": "FLOAT32",
+      "algorithm": "svs-vamana"
+    }
+  },
+  {
+    "name": "dbpedia-cal-L2-svs-LVQ4X4-float16",
+    "engine": "redis",
+    "connection_params": {},
+    "collection_params": {
+      "algorithm": "svs-vamana",
+      "data_type": "FLOAT16",
+      "svs-vamana_config": {
+        "DISTANCE_METRIC": "L2",
+        "GRAPH_MAX_DEGREE": 32,
+        "CONSTRUCTION_WINDOW_SIZE": 200,
+        "compression": "LVQ4X4"
+      }
+    },
+    "search_params": [
+      {
+        "algorithm": "svs-vamana",
+        "parallel": 100,
+        "top": 100,
+        "calibration_param": "WS_SEARCH",
+        "calibration_precision": 0.95,
+        "search_params": {
+          "data_type": "FLOAT16"
+        }
+      }
+    ],
+    "upload_params": {
+      "parallel": 100,
+      "data_type": "FLOAT16",
+      "algorithm": "svs-vamana"
+    }
+  },
+  {
+    "name": "dbpedia-cal-L2-svs-LeanVec4x8-float16",
+    "engine": "redis",
+    "connection_params": {},
+    "collection_params": {
+      "algorithm": "svs-vamana",
+      "data_type": "FLOAT16",
+      "svs-vamana_config": {
+        "DISTANCE_METRIC": "L2",
+        "GRAPH_MAX_DEGREE": 32,
+        "CONSTRUCTION_WINDOW_SIZE": 200,
+        "compression": "LeanVec4x8"
+      }
+    },
+    "search_params": [
+      {
+        "algorithm": "svs-vamana",
+        "parallel": 100,
+        "top": 100,
+        "calibration_param": "WS_SEARCH",
+        "calibration_precision": 0.95,
+        "search_params": {
+          "data_type": "FLOAT16"
+        }
+      }
+    ],
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