diff --git a/runtime/include/http_router.h b/runtime/include/http_router.h
index d94710fc5..2f246f73f 100644
--- a/runtime/include/http_router.h
+++ b/runtime/include/http_router.h
@@ -21,7 +21,7 @@ http_router_init(http_router_t *router, size_t capacity)
 
 static inline int
 http_router_add_route(http_router_t *router, struct route_config *config, struct module *module,
-                      struct module *pre_module)
+                      struct module *module_proprocess)
 {
 	assert(router != NULL);
 	assert(config != NULL);
@@ -41,8 +41,7 @@ http_router_add_route(http_router_t *router, struct route_config *config, struct
 
 #ifdef EXECUTION_REGRESSION
 	/* Execution Regression setup */
-	assert(pre_module);
-	route.pre_module              = pre_module;
+	route.module_proprocess       = module_proprocess;
 	route.regr_model.bias         = config->model_bias / 1000.0;
 	route.regr_model.scale        = config->model_scale / 1000.0;
 	route.regr_model.num_of_param = config->model_num_of_param;
diff --git a/runtime/include/route.h b/runtime/include/route.h
index be012180f..d6a216126 100644
--- a/runtime/include/route.h
+++ b/runtime/include/route.h
@@ -21,12 +21,12 @@ struct route {
 	char                   *route;
 	struct http_route_total metrics;
 	struct module          *module;
-	struct module          *pre_module;
 	/* HTTP State */
 	uint32_t                   relative_deadline_us;
 	uint64_t                   relative_deadline; /* cycles */
 	char                      *response_content_type;
 	struct execution_histogram execution_histogram;
 	struct perf_window         latency;
+	struct module             *module_proprocess;
 	struct regression_model    regr_model;
 };
diff --git a/runtime/include/route_config.h b/runtime/include/route_config.h
index 6a6d23692..05056fff6 100644
--- a/runtime/include/route_config.h
+++ b/runtime/include/route_config.h
@@ -12,9 +12,9 @@ enum route_config_member
 {
 	route_config_member_route,
 	route_config_member_path,
-	route_config_member_path_premodule,
 	route_config_member_admissions_percentile,
 	route_config_member_relative_deadline_us,
+	route_config_member_path_preprocess,
 	route_config_member_model_bias,
 	route_config_member_model_scale,
 	route_config_member_model_num_of_param,
@@ -27,9 +27,9 @@ enum route_config_member
 struct route_config {
 	char    *route;
 	char    *path;
-	char    *path_premodule;
 	uint8_t  admissions_percentile;
 	uint32_t relative_deadline_us;
+	char    *path_preprocess;
 	uint32_t model_bias;
 	uint32_t model_scale;
 	uint32_t model_num_of_param;
@@ -54,14 +54,16 @@ route_config_print(struct route_config *config)
 {
 	printf("[Route] Route: %s\n", config->route);
 	printf("[Route] Path: %s\n", config->path);
-	printf("[Route] Path of Preprocessing Module: %s\n", config->path_premodule);
 	printf("[Route] Admissions Percentile: %hhu\n", config->admissions_percentile);
 	printf("[Route] Relative Deadline (us): %u\n", config->relative_deadline_us);
+	printf("[Route] HTTP Response Content Type: %s\n", config->http_resp_content_type);
+#ifdef EXECUTION_HISTOGRAM
+	printf("[Route] Path of Preprocessing Module: %s\n", config->path_preprocess);
 	printf("[Route] Model Bias: %u\n", config->model_bias);
 	printf("[Route] Model Scale: %u\n", config->model_scale);
 	printf("[Route] Model Num of Parameters: %u\n", config->model_num_of_param);
 	printf("[Route] Model Betas: [%u, %u]\n", config->model_beta1, config->model_beta2);
-	printf("[Route] HTTP Response Content Type: %s\n", config->http_resp_content_type);
+#endif
 }
 
 /**
@@ -73,7 +75,7 @@ static inline int
 route_config_validate(struct route_config *config, bool *did_set)
 {
 	if (did_set[route_config_member_route] == false) {
-		fprintf(stderr, "path field is required\n");
+		fprintf(stderr, "route field is required\n");
 		return -1;
 	}
 
@@ -82,19 +84,14 @@ route_config_validate(struct route_config *config, bool *did_set)
 		return -1;
 	}
 
-	if (did_set[route_config_member_path_premodule] == false) {
-		fprintf(stderr, "path_premodule field is required\n");
-		return -1;
-	}
-
 	if (did_set[route_config_member_http_resp_content_type] == false) {
 		debuglog("http_resp_content_type not set, defaulting to text/plain\n");
 		config->http_resp_content_type = "text/plain";
 	}
 
-	if (scheduler != SCHEDULER_FIFO) {
+	if (scheduler != SCHEDULER_FIFO && scheduler != SCHEDULER_SJF) {
 		if (did_set[route_config_member_relative_deadline_us] == false) {
-			fprintf(stderr, "relative_deadline_us is required\n");
+			fprintf(stderr, "relative_deadline_us is required for the selected scheduler\n");
 			return -1;
 		}
 
@@ -103,20 +100,69 @@ route_config_validate(struct route_config *config, bool *did_set)
 			        (uint32_t)RUNTIME_RELATIVE_DEADLINE_US_MAX, config->relative_deadline_us);
 			return -1;
 		}
+	}
+
+#ifdef EXECUTION_HISTOGRAM
+	if (config->admissions_percentile > 99 || config->admissions_percentile < 50) {
+		fprintf(stderr, "admissions-percentile must be > 50 and <= 99 but was %u, defaulting to 70\n",
+		        config->admissions_percentile);
+		config->admissions_percentile = 70;
+	}
+#endif
+
+#ifdef EXECUTION_REGRESSION
+	if (did_set[route_config_member_path_preprocess] == false) {
+		fprintf(stderr, "model path_preprocess field is required. Put zero if just default preprocessing\n");
+		return -1;
+	} else if (strcmp(config->path_preprocess, "0") == 0) {
+		config->path_preprocess = NULL;
+	}
+
+	if (did_set[route_config_member_model_bias] == false) {
+		fprintf(stderr, "model bias field is required\n");
+		return -1;
+	}
+
+	if (did_set[route_config_member_model_scale] == false) {
+		fprintf(stderr, "model scale field is required\n");
+		return -1;
+	}
+
+	if (did_set[route_config_member_model_num_of_param] == false) {
+		fprintf(stderr, "model num_of_param field is required\n");
+		return -1;
+	}
+
+	if (did_set[route_config_member_model_beta1] == false) {
+		fprintf(stderr, "model beta1 field is required\n");
+		return -1;
+	}
+
+	if (did_set[route_config_member_model_beta2] == false) {
+		fprintf(stderr, "model beta2 field is required. Put zero for just default preprocessing\n");
+		return -1;
+	}
 
-#ifdef ADMISSIONS_CONTROL
-		if (did_set[route_config_member_admissions_percentile] == false) {
-			fprintf(stderr, "admissions_percentile is required\n");
+	if (config->model_num_of_param < 1) {
+		fprintf(stderr, "model num_of_param must be at least 1 (just default preprocessing)\n");
+		return -1;
+	} else if (config->model_num_of_param == 1) {
+		if (config->path_preprocess) {
+			fprintf(stderr, "model_num_of_param cannot be 1 when using tenant preprocessing\n");
 			return -1;
 		}
-
-		if (config->admissions_percentile > 99 || config->admissions_percentile < 50) {
-			fprintf(stderr, "admissions-percentile must be > 50 and <= 99 but was %u\n",
-			        config->admissions_percentile);
+		if (config->model_beta2 != 0) {
+			fprintf(stderr, "model beta2 must be zero for just default preprocessing\n");
+			return -1;
+		}
+	} else {
+		/* For now we just support up to two params */
+		assert(config->model_num_of_param == 2);
+		if (config->path_preprocess == NULL) {
+			fprintf(stderr, "model_num_of_param cannot be more than 1 when just default preprocessing\n");
 			return -1;
 		}
-#endif
 	}
-
+#endif
 	return 0;
 }
diff --git a/runtime/include/route_config_parse.h b/runtime/include/route_config_parse.h
index 0060303e6..e36fb1cec 100644
--- a/runtime/include/route_config_parse.h
+++ b/runtime/include/route_config_parse.h
@@ -6,17 +6,11 @@
 #include "json.h"
 #include "route_config.h"
 
-static const char *route_config_json_keys[route_config_member_len] = { "route",
-	                                                               "path",
-	                                                               "path_premodule",
-	                                                               "admissions-percentile",
-	                                                               "relative-deadline-us",
-	                                                               "model-bias",
-	                                                               "model-scale",
-	                                                               "model-num-of-param",
-	                                                               "model-beta1",
-	                                                               "model-beta2",
-	                                                               "http-resp-content-type" };
+static const char *route_config_json_keys[route_config_member_len] = {
+	"route",           "path",        "admissions-percentile", "relative-deadline-us",
+	"path_preprocess", "model-bias",  "model-scale",           "model-num-of-param",
+	"model-beta1",     "model-beta2", "http-resp-content-type"
+};
 
 static inline int
 route_config_set_key_once(bool *did_set, enum route_config_member member)
@@ -66,11 +60,11 @@ route_config_parse(struct route_config *config, const char *json_buf, jsmntok_t
 			if (route_config_set_key_once(did_set, route_config_member_path) == -1) return -1;
 
 			config->path = strndup(json_buf + tokens[i].start, tokens[i].end - tokens[i].start);
-		} else if (strcmp(key, route_config_json_keys[route_config_member_path_premodule]) == 0) {
+		} else if (strcmp(key, route_config_json_keys[route_config_member_path_preprocess]) == 0) {
 			if (!is_nonempty_string(tokens[i], key)) return -1;
-			if (route_config_set_key_once(did_set, route_config_member_path_premodule) == -1) return -1;
+			if (route_config_set_key_once(did_set, route_config_member_path_preprocess) == -1) return -1;
 
-			config->path_premodule = strndup(json_buf + tokens[i].start, tokens[i].end - tokens[i].start);
+			config->path_preprocess = strndup(json_buf + tokens[i].start, tokens[i].end - tokens[i].start);
 		} else if (strcmp(key, route_config_json_keys[route_config_member_admissions_percentile]) == 0) {
 			if (!has_valid_type(tokens[i], key, JSMN_PRIMITIVE, json_buf)) return -1;
 			if (route_config_set_key_once(did_set, route_config_member_admissions_percentile) == -1)
@@ -89,6 +83,9 @@ route_config_parse(struct route_config *config, const char *json_buf, jsmntok_t
 			                        route_config_json_keys[route_config_member_relative_deadline_us],
 			                        &config->relative_deadline_us);
 			if (rc < 0) return -1;
+		} else if (strcmp(key, "expected-execution-us") == 0) {
+			if (!has_valid_type(tokens[i], key, JSMN_PRIMITIVE, json_buf)) return -1;
+			printf("The \"expected-execution-us\" field has been deprecated, so no need.\n");
 		} else if (strcmp(key, route_config_json_keys[route_config_member_model_bias]) == 0) {
 			if (!has_valid_type(tokens[i], key, JSMN_PRIMITIVE, json_buf)) return -1;
 			if (route_config_set_key_once(did_set, route_config_member_model_bias) == -1) return -1;
@@ -138,7 +135,7 @@ route_config_parse(struct route_config *config, const char *json_buf, jsmntok_t
 			                                         tokens[i].end - tokens[i].start);
 		} else {
 			fprintf(stderr, "%s is not a valid key\n", key);
-			// return -1;
+			return -1;
 		}
 	}
 
diff --git a/runtime/include/tenant_config.h b/runtime/include/tenant_config.h
index d9077183f..83c7f0528 100644
--- a/runtime/include/tenant_config.h
+++ b/runtime/include/tenant_config.h
@@ -45,8 +45,10 @@ tenant_config_print(struct tenant_config *config)
 {
 	printf("[Tenant] Name: %s\n", config->name);
 	printf("[Tenant] Path: %d\n", config->port);
-	printf("[Tenant] Replenishment Period (us): %u\n", config->replenishment_period_us);
-	printf("[Tenant] Max Budget (us): %u\n", config->max_budget_us);
+	if (scheduler == SCHEDULER_MTDS) {
+		printf("[Tenant] Replenishment Period (us): %u\n", config->replenishment_period_us);
+		printf("[Tenant] Max Budget (us): %u\n", config->max_budget_us);
+	}
 	printf("[Tenant] Routes Size: %zu\n", config->routes_len);
 	for (int i = 0; i < config->routes_len; i++) { route_config_print(&config->routes[i]); }
 }
diff --git a/runtime/include/tenant_config_parse.h b/runtime/include/tenant_config_parse.h
index f6c0d863a..14b7aefb6 100644
--- a/runtime/include/tenant_config_parse.h
+++ b/runtime/include/tenant_config_parse.h
@@ -96,7 +96,7 @@ tenant_config_parse(struct tenant_config *config, const char *json_buf, jsmntok_
 
 		} else {
 			fprintf(stderr, "%s is not a valid key\n", key);
-			// return -1;
+			return -1;
 		}
 	}
 
diff --git a/runtime/include/tenant_functions.h b/runtime/include/tenant_functions.h
index d9d5608d6..b86783550 100644
--- a/runtime/include/tenant_functions.h
+++ b/runtime/include/tenant_functions.h
@@ -115,27 +115,30 @@ tenant_alloc(struct tenant_config *config)
 
 		assert(module != NULL);
 
-		struct module *pre_module = NULL;
+		struct module *module_proprocess = NULL;
 
 #ifdef EXECUTION_REGRESSION
-		pre_module = module_database_find_by_path(&tenant->module_db, config->routes[i].path_premodule);
-		if (pre_module == NULL) {
-			/* Ownership of path moves here */
-			pre_module = module_alloc(config->routes[i].path_premodule, PREPROCESS_MODULE);
-			if (pre_module != NULL) {
-				module_database_add(&tenant->module_db, pre_module);
-				config->routes[i].path_premodule = NULL;
+		if (config->routes[i].path_preprocess) {
+			module_proprocess = module_database_find_by_path(&tenant->module_db,
+			                                                 config->routes[i].path_preprocess);
+			if (module_proprocess == NULL) {
+				/* Ownership of path moves here */
+				module_proprocess = module_alloc(config->routes[i].path_preprocess, PREPROCESS_MODULE);
+				if (module_proprocess != NULL) {
+					module_database_add(&tenant->module_db, module_proprocess);
+					config->routes[i].path_preprocess = NULL;
+				}
+			} else {
+				free(config->routes[i].path_preprocess);
+				config->routes[i].path_preprocess = NULL;
 			}
-		} else {
-			free(config->routes[i].path_premodule);
-			config->routes[i].path_premodule = NULL;
-		}
 
-		assert(pre_module != NULL);
+			assert(module_proprocess != NULL);
+		}
 #endif
 
 		/* Ownership of config's route and http_resp_content_type move here */
-		int rc = http_router_add_route(&tenant->router, &config->routes[i], module, pre_module);
+		int rc = http_router_add_route(&tenant->router, &config->routes[i], module, module_proprocess);
 		if (unlikely(rc != 0)) {
 			panic("Tenant %s defined %lu routes, but router failed to grow beyond %lu\n", tenant->name,
 			      config->routes_len, tenant->router.capacity);
@@ -181,4 +184,4 @@ get_next_timeout_of_tenant(uint64_t replenishment_period)
  */
 int  tenant_listen(struct tenant *tenant);
 int  listener_thread_register_tenant(struct tenant *tenant);
-void tenant_preprocess(struct http_session *session);
\ No newline at end of file
+void tenant_preprocess(struct http_session *session);
diff --git a/runtime/src/tenant.c b/runtime/src/tenant.c
index 3af873c90..8b9421d71 100644
--- a/runtime/src/tenant.c
+++ b/runtime/src/tenant.c
@@ -29,10 +29,12 @@ tenant_listen(struct tenant *tenant)
 void
 tenant_preprocess(struct http_session *session)
 {
+	/* No tenant preprocessing if the wasm module not provided by the tenant */
+	if (session->route->module_proprocess == NULL) goto done;
 	const uint64_t start = __getcycles();
 
 	/* Tenant Pre-processing - Extract other useful parameters */
-	struct sandbox *pre_sandbox = sandbox_alloc(session->route->pre_module, session, session->route,
+	struct sandbox *pre_sandbox = sandbox_alloc(session->route->module_proprocess, session, session->route,
 	                                            session->tenant, 1);
 	if (sandbox_prepare_execution_environment(pre_sandbox)) panic("pre_sandbox environment setup failed");
 	pre_sandbox->state = SANDBOX_RUNNING_SYS;
@@ -62,9 +64,10 @@ tenant_preprocess(struct http_session *session)
 	sandbox_free_linear_memory(pre_sandbox);
 	sandbox_free(pre_sandbox);
 
-	session->did_preprocessing = true;
-
 	const uint64_t end              = __getcycles();
 	session->preprocessing_duration = end - start;
+
+done:
+	session->did_preprocessing = true;
 }
-#endif
\ No newline at end of file
+#endif
diff --git a/tests/CMSIS_5_NN/imageclassification/spec.json b/tests/CMSIS_5_NN/imageclassification/spec.json
index 4162968a2..36d7994a9 100644
--- a/tests/CMSIS_5_NN/imageclassification/spec.json
+++ b/tests/CMSIS_5_NN/imageclassification/spec.json
@@ -2,8 +2,6 @@
 	{
 		"name": "gwu",
 		"port": 10000,
-		"replenishment-period-us": 0,
-		"max-budget-us": 0,
 		"routes": [
 			{
 				"route": "/rand",
diff --git a/tests/TinyEKF/by_iteration/spec.json b/tests/TinyEKF/by_iteration/spec.json
index 09087238f..5daa065b3 100644
--- a/tests/TinyEKF/by_iteration/spec.json
+++ b/tests/TinyEKF/by_iteration/spec.json
@@ -2,8 +2,6 @@
 	{
 		"name": "gwu",
 		"port": 10000,
-		"replenishment-period-us": 0,
-		"max-budget-us": 0,
 		"routes": [
 			{
 				"route": "/ekf_first_iter",
diff --git a/tests/TinyEKF/one_iteration/spec.json b/tests/TinyEKF/one_iteration/spec.json
index 4530a4145..ce5ebefa8 100644
--- a/tests/TinyEKF/one_iteration/spec.json
+++ b/tests/TinyEKF/one_iteration/spec.json
@@ -2,8 +2,6 @@
 	{
 		"name": "gwu",
 		"port": 10000,
-		"replenishment-period-us": 0,
-		"max-budget-us": 0,
 		"routes": [
 			{
 				"route": "/ekf",
diff --git a/tests/bash_libraries/generate_spec_json.sh b/tests/bash_libraries/generate_spec_json.sh
index d61a54eb5..e80448c75 100644
--- a/tests/bash_libraries/generate_spec_json.sh
+++ b/tests/bash_libraries/generate_spec_json.sh
@@ -24,17 +24,22 @@ generate_spec_json() {
 			local jq_str
 			local tenant=$(printf "%s-%03d" "${TENANT_IDS[$t_idx]}" "$var")
 			local port=${ports[$tenant]}
-			local repl_period=${repl_periods[$tenant]}
-			local budget=${max_budgets[$tenant]}
-			local reservation=${reservations[$tenant]}
 
 			jq_str=". + {
 				\"name\": \"$tenant\",\
-				\"port\": $port,\
-				\"replenishment-period-us\": $repl_period,\
-				\"max-budget-us\": $budget,\
-				\"reservation-percentile\": $reservation,\
-				\"routes\": ["
+				\"port\": $port"
+			
+			if [ -n "$MTDS_REPL_PERIODS_us" ]; then 
+				repl_period=${repl_periods[$tenant]}
+				budget=${max_budgets[$tenant]}
+				jq_str+=",\"replenishment-period-us\": $repl_period,\"max-budget-us\": $budget"
+			fi
+			if [ -n "$MTDBF_RESERVATIONS_p" ]; then 
+				reservation=${reservations[$tenant]}
+				jq_str+=",\"reservation-percentile\": $reservation" 
+			fi
+
+			jq_str+=",\"routes\": ["
 
 			local t_routes
 			IFS=' ' read -r -a t_routes <<< ${ROUTES[$t_idx]}
@@ -44,27 +49,34 @@ generate_spec_json() {
 				local workload="$tenant-$route"
 				local wasm_path=${wasm_paths[$workload]}
 				local resp_content_type=${resp_content_types[$workload]}
-				local expected=${expected_execs[$workload]}
 				local deadline=${deadlines[$workload]}
-				local model_bias=${model_biases[$workload]}
-				local model_scale=${model_scales[$workload]}
-				local model_num_of_param=${model_num_of_params[$workload]}
-				local model_beta1=${model_beta1s[$workload]}
-				local model_beta2=${model_beta2s[$workload]}
 
 				jq_str+=".routes[] + {\
 					\"route\": \"/$route\",\
 					\"path\": \"$wasm_path\",\
 					\"admissions-percentile\": $ESTIMATIONS_PERCENTILE,\
-					\"expected-execution-us\": $expected,\
 					\"relative-deadline-us\": $deadline,\
-					\"model-bias\": $model_bias,\
-					\"model-scale\": $model_scale,\
-					\"model-num-of-param\": $model_num_of_param,\
-					\"model-beta1\": $model_beta1,\
-					\"model-beta2\": $model_beta2,\
-					\"http-resp-content-type\": \"$resp_content_type\"}"
+					\"http-resp-content-type\": \"$resp_content_type\""
 				
+				if [ -n "$PREPROCESS_WASM_PATHS" ]; then 
+					local preprocess_wasm_path=${preprocess_wasm_paths[$workload]}
+					local model_bias=${model_biases[$workload]}
+					local model_scale=${model_scales[$workload]}
+					local model_num_of_param=${model_num_of_params[$workload]}
+					local model_beta1=${model_beta1s[$workload]}
+					local model_beta2=${model_beta2s[$workload]}
+
+					jq_str+=",
+						\"path_preprocess\": \"$preprocess_wasm_path\",\
+						\"model-bias\": $model_bias,\
+						\"model-scale\": $model_scale,\
+						\"model-num-of-param\": $model_num_of_param,\
+						\"model-beta1\": $model_beta1,\
+						\"model-beta2\": $model_beta2"
+				fi
+
+				jq_str+="}"
+
 				if [ "$index" != $((${#t_routes[@]}-1)) ]; then
 					jq_str+=","
 				fi
@@ -75,7 +87,7 @@ generate_spec_json() {
 		done
 	done
 
-	jq_admin_spec
+	if [ "$CLIENT_TERMINATE_SERVER" == true ]; then jq_admin_spec; fi
 
 	# Merges all of the multiple specs for a single module
 	jq -s '. | sort_by(.name)' ./result_*.json > "./spec.json"
diff --git a/tests/bash_libraries/multi_tenancy_init.sh b/tests/bash_libraries/multi_tenancy_init.sh
index c4486af33..66033703f 100644
--- a/tests/bash_libraries/multi_tenancy_init.sh
+++ b/tests/bash_libraries/multi_tenancy_init.sh
@@ -9,6 +9,7 @@ declare -A repl_periods=()
 declare -A max_budgets=()
 declare -A reservations=()
 declare -A wasm_paths=()
+declare -A preprocess_wasm_paths=()
 declare -A expected_execs=()
 declare -A deadlines=()
 declare -A resp_content_types=()
@@ -94,6 +95,7 @@ run_init() {
 			IFS=' ' read -r -a r_dl_to_exec_ratios <<< "${DEADLINE_TO_EXEC_RATIOs[$t_idx]}"
 			IFS=' ' read -r -a r_resp_content_types <<< "${RESP_CONTENT_TYPES[$t_idx]}"
 
+			IFS=' ' read -r -a r_preprocess_wasm_paths <<< "${PREPROCESS_WASM_PATHS[$t_idx]}"
 			IFS=' ' read -r -a r_model_biases <<< "${MODEL_BIASES[$t_idx]}"
 			IFS=' ' read -r -a r_model_scales <<< "${MODEL_SCALES[$t_idx]}"
 			IFS=' ' read -r -a r_model_num_of_params <<< "${MODEL_NUM_OF_PARAMS[$t_idx]}"
@@ -112,6 +114,7 @@ run_init() {
 				local dl_to_exec_ratio=${r_dl_to_exec_ratios[$r_idx]}
 				local deadline=$((expected*dl_to_exec_ratio/100))
 				local resp_content_type=${r_resp_content_types[$r_idx]}
+				local preprocess_wasm_path=${r_preprocess_wasm_paths[$r_idx]}
 				local model_bias=${r_model_biases[$r_idx]}
 				local model_scale=${r_model_scales[$r_idx]}
 				local model_num_of_param=${r_model_num_of_params[$r_idx]}
@@ -127,6 +130,7 @@ run_init() {
 				expected_execs+=([$workload]=$expected)
 				deadlines+=([$workload]=$deadline)
 				resp_content_types+=([$workload]=$resp_content_type)
+				preprocess_wasm_paths+=([$workload]=$preprocess_wasm_path)
 				model_biases+=([$workload]=$model_bias)
 				model_scales+=([$workload]=$model_scale)
 				model_num_of_params+=([$workload]=$model_num_of_param)
diff --git a/tests/deadline_description/spec.json b/tests/deadline_description/spec.json
index 8af5c4b04..fb81e7738 100644
--- a/tests/deadline_description/spec.json
+++ b/tests/deadline_description/spec.json
@@ -2,8 +2,6 @@
 	{
 		"name": "gwu",
 		"port": 10000,
-		"replenishment-period-us": 0,
-		"max-budget-us": 0,
 		"routes": [
 			{
 				"route": "/ekf",
diff --git a/tests/depth_to_xyz/run.sh b/tests/depth_to_xyz/run.sh
index db2951d29..e91038edf 100755
--- a/tests/depth_to_xyz/run.sh
+++ b/tests/depth_to_xyz/run.sh
@@ -13,6 +13,7 @@ export SLEDGE_HTTP_SESSION_PERF_LOG=http_perf.log
 # export EXTRA_EXEC_PERCENTILE=10
 
 # The global configs for the scripts
+declare -r ADMIN_ACCESS=false
 declare -r CLIENT_TERMINATE_SERVER=false
 declare -r DURATION_sec=30
 declare -r ESTIMATIONS_PERCENTILE=60
diff --git a/tests/depth_to_xyz/spec.json b/tests/depth_to_xyz/spec.json
index ca5dde3c2..eed90dcbe 100644
--- a/tests/depth_to_xyz/spec.json
+++ b/tests/depth_to_xyz/spec.json
@@ -1,44 +1,19 @@
 [
-  {
-    "name": "Admin",
-    "port": 55555,
-    "replenishment-period-us": 0,
-    "max-budget-us": 0,
-    "reservation-percentile": 0,
-    "routes": [
-      {
-        "route": "/admin",
-        "path": "fibonacci.wasm.so",
-        "admissions-percentile": 50,
-        "expected-execution-us": 1000,
-        "relative-deadline-us": 10000,
-        "http-resp-content-type": "text/plain"
-      },
-      {
-        "route": "/terminator",
-        "path": "fibonacci.wasm.so",
-        "admissions-percentile": 50,
-        "expected-execution-us": 1000,
-        "relative-deadline-us": 10000,
-        "http-resp-content-type": "text/plain"
-      }
-    ]
-  },
   {
     "name": "cmu-000",
     "port": 10000,
-    "replenishment-period-us": 0,
-    "max-budget-us": 0,
-    "reservation-percentile": 0,
     "routes": [
       {
         "route": "/depth_to_xyz",
         "path": "depth_to_xyz.wasm.so",
         "admissions-percentile": 60,
         "expected-execution-us": 950000,
-        "relative-deadline-us": 4750000,
+        "relative-deadline-us": 0,
         "http-resp-content-type": "image/png"
       }
-    ]
+    ],
+    "replenishment-period-us": 0,
+    "max-budget-us": 0,
+    "reservation-percentile": 0
   }
 ]
diff --git a/tests/depth_to_xyz/template.json b/tests/depth_to_xyz/template.json
index 721dca59c..ff900a408 100644
--- a/tests/depth_to_xyz/template.json
+++ b/tests/depth_to_xyz/template.json
@@ -1,9 +1,6 @@
 {
 	"name": "tenant",
 	"port": 0,
-	"replenishment-period-us": 0,
-	"max-budget-us": 0,
-	"reservation-percentile": 0,
 	"routes": [
 		{
 			"route": "/route",
diff --git a/tests/empty/concurrency/spec.json b/tests/empty/concurrency/spec.json
index d0d98e53a..c06b42ad8 100644
--- a/tests/empty/concurrency/spec.json
+++ b/tests/empty/concurrency/spec.json
@@ -2,8 +2,6 @@
 	{
 		"name": "gwu",
 		"port": 10000,
-		"replenishment-period-us": 0,
-		"max-budget-us": 0,
 		"routes": [
 			{
 				"route": "/empty",
diff --git a/tests/fibonacci/bimodal/spec.json b/tests/fibonacci/bimodal/spec.json
index 10f0e1ef7..ac1faa56a 100644
--- a/tests/fibonacci/bimodal/spec.json
+++ b/tests/fibonacci/bimodal/spec.json
@@ -2,8 +2,6 @@
 	{
 		"name": "gwu",
 		"port": 10010,
-		"replenishment-period-us": 0,
-		"max-budget-us": 0,
 		"routes": [
 			{
 				"route": "/fib",
@@ -26,8 +24,6 @@
 	{
 		"name": "conix",
 		"port": 10020,
-		"replenishment-period-us": 0,
-		"max-budget-us": 0,
 		"routes": [
 			{
 				"route": "/fib",
diff --git a/tests/fibonacci/concurrency/spec.json b/tests/fibonacci/concurrency/spec.json
index ae79b08ea..b6ae5d3e1 100644
--- a/tests/fibonacci/concurrency/spec.json
+++ b/tests/fibonacci/concurrency/spec.json
@@ -2,8 +2,6 @@
 	{
 		"name": "gwu",
 		"port": 10030,
-		"replenishment-period-us": 0,
-		"max-budget-us": 0,
 		"routes": [
 			{
 				"route": "/fib",
diff --git a/tests/gocr/by_dpi/spec.json b/tests/gocr/by_dpi/spec.json
index 7cafb506a..41120426c 100644
--- a/tests/gocr/by_dpi/spec.json
+++ b/tests/gocr/by_dpi/spec.json
@@ -2,8 +2,6 @@
 	{
 		"name": "gwu",
 		"port": 10000,
-		"replenishment-period-us": 0,
-		"max-budget-us": 0,
 		"routes": [
 			{
 				"route": "/gocr_72_dpi",
diff --git a/tests/gocr/by_font/spec.json b/tests/gocr/by_font/spec.json
index 89b3f5652..cc169f8da 100644
--- a/tests/gocr/by_font/spec.json
+++ b/tests/gocr/by_font/spec.json
@@ -2,8 +2,6 @@
 	{
 		"name": "gwu",
 		"port": 10000,
-		"replenishment-period-us": 0,
-		"max-budget-us": 0,
 		"routes": [
 			{
 				"route": "/gocr_mono",
diff --git a/tests/gocr/by_word/spec.json b/tests/gocr/by_word/spec.json
index 408977777..99252802e 100644
--- a/tests/gocr/by_word/spec.json
+++ b/tests/gocr/by_word/spec.json
@@ -2,8 +2,6 @@
 	{
 		"name": "gwu",
 		"port": 10000,
-		"replenishment-period-us": 0,
-		"max-budget-us": 0,
 		"routes": [
 			{
 				"route": "/gocr_1_word",
diff --git a/tests/gocr/fivebyeight/spec.json b/tests/gocr/fivebyeight/spec.json
index 492325a57..aab5c8716 100644
--- a/tests/gocr/fivebyeight/spec.json
+++ b/tests/gocr/fivebyeight/spec.json
@@ -2,8 +2,6 @@
 	{
 		"name": "gwu",
 		"port": 10000,
-		"replenishment-period-us": 0,
-		"max-budget-us": 0,
 		"routes": [
 			{
 				"route": "/gocr",
diff --git a/tests/gocr/handwriting/spec.json b/tests/gocr/handwriting/spec.json
index 492325a57..aab5c8716 100644
--- a/tests/gocr/handwriting/spec.json
+++ b/tests/gocr/handwriting/spec.json
@@ -2,8 +2,6 @@
 	{
 		"name": "gwu",
 		"port": 10000,
-		"replenishment-period-us": 0,
-		"max-budget-us": 0,
 		"routes": [
 			{
 				"route": "/gocr",
diff --git a/tests/gocr/hyde/spec.json b/tests/gocr/hyde/spec.json
index a3ee5b3d8..ea7aa5b9d 100644
--- a/tests/gocr/hyde/spec.json
+++ b/tests/gocr/hyde/spec.json
@@ -2,8 +2,6 @@
 	{
 		"name": "gwu",
 		"port": 10000,
-		"replenishment-period-us": 0,
-		"max-budget-us": 0,
 		"routes": [
 			{
 				"route": "/gocr",
diff --git a/tests/html/spec.json b/tests/html/spec.json
index 456ee4591..107d0fe39 100644
--- a/tests/html/spec.json
+++ b/tests/html/spec.json
@@ -2,8 +2,6 @@
 	{
 		"name": "gwu",
 		"port": 1337,
-		"replenishment-period-us": 0,
-		"max-budget-us": 0,
 		"routes": [
 			{
 				"route": "/index.html",
diff --git a/tests/multi-tenancy-predictions/.gitignore b/tests/multi-tenancy-predictions/.gitignore
new file mode 100644
index 000000000..fe7099035
--- /dev/null
+++ b/tests/multi-tenancy-predictions/.gitignore
@@ -0,0 +1 @@
+out*
diff --git a/tests/multi-tenancy-predictions/Makefile b/tests/multi-tenancy-predictions/Makefile
new file mode 100644
index 000000000..9f67f9369
--- /dev/null
+++ b/tests/multi-tenancy-predictions/Makefile
@@ -0,0 +1,102 @@
+SLEDGE_BINARY_DIR=../../runtime/bin
+HOST?=localhost # pass arguments to change this: make client-lpd HOST=10.10.1.4
+# HOST=arena0.andrew.cmu.edu
+# HOST=c220g2-011017.wisc.cloudlab.us
+PORT0=10000
+PORT1=15000
+PORT2=20000
+PORT3=25000
+PORT4=30000
+PORT5=35000
+PORT6=40000
+HEY_OPTS=-disable-compression -disable-keepalive -disable-redirects
+
+default: run
+
+clean: 
+	rm -rf res/*
+
+run:
+	SLEDGE_SIGALRM_HANDLER=TRIAGED SLEDGE_SCHEDULER=MTDBF SLEDGE_SPINLOOP_PAUSE_ENABLED=true SLEDGE_HTTP_SESSION_PERF_LOG=http_perf.log SLEDGE_SANDBOX_PERF_LOG=perf.log LD_LIBRARY_PATH=${SLEDGE_BINARY_DIR} ${SLEDGE_BINARY_DIR}/sledgert spec.json
+
+debug:
+	SLEDGE_SCHEDULER=MTDBF SLEDGE_SPINLOOP_PAUSE_ENABLED=false SLEDGE_NWORKERS=18 LD_LIBRARY_PATH=${SLEDGE_BINARY_DIR} gdb ${SLEDGE_BINARY_DIR}/sledgert \
+		--eval-command="handle SIGUSR1 noprint nostop" \
+		--eval-command="handle SIGPIPE noprint nostop" \
+		--eval-command="set pagination off" \
+		--eval-command="set print pretty" \
+		--eval-command="run spec.json"
+
+valgrind:
+	SLEDGE_DISABLE_PREEMPTION=true SLEDGE_NWORKERS=1 LD_LIBRARY_PATH=${SLEDGE_BINARY_DIR} valgrind --leak-check=full --max-stackframe=11150456 --run-libc-freeres=no --run-cxx-freeres=no ${SLEDGE_BINARY_DIR}/sledgert spec.json
+
+
+client-cnn:
+	curl -H 'Expect: ' -H "Content-Type: image/jpeg" --data-binary "@input-cnn/faces01.jpg" "${HOST}:${PORT0}/cnn"
+
+client-cifar10:
+	curl  -H 'Expect: ' -H "Content-Type: image/bmp" --data-binary "@input-cifar10/airplane1.bmp" "${HOST}:${PORT1}/cifar10"
+
+client-gocr:
+	curl  -H 'Expect: ' -H "Content-Type: application/octet-stream" --data-binary "@input-gocr/5x8.pnm" "${HOST}:${PORT2}/gocr"
+
+client-lpd:
+#	curl -H 'Expect: ' -H "Content-Type: image/png" --data-binary "@input-lpd-png/Cars0.png" "${HOST}:${PORT3}/lpd"
+	curl -H 'Expect: ' -H "Content-Type: image/jpeg" --data-binary "@input-lpd-jpg/Cars0.jpg" "${HOST}:${PORT3}/lpd"
+
+client-resize:
+	curl -H 'Expect: ' -H "Content-Type: image/jpeg" --data-binary "@input-resize/picsum_512x512_01.jpg" "${HOST}:${PORT4}/resize" --output "out-resize.jpg"
+
+client-ekf:
+	curl -H 'Expect: ' -H "Content-Type: application/octet-stream" --data-binary "@input-ekf/iter00.dat" "${HOST}:${PORT5}/ekf" --output "out-ekf-iter00.dat"
+
+client-fib-curl:
+	curl -i -H 'Expect: ' -H "Content-Type: text/plain" "${HOST}:${PORT6}/fib?30"
+
+########################################## Choose a random file to send with curl: ##########################################
+client-cnn-random:
+	@dir="input-cnn"; random_file="$$(ls $$dir | shuf -n 1)"; echo "Random file: $$random_file"; \
+	curl -s -H 'Expect: ' -H "Content-Type: image/jpeg" --data-binary "@$$dir/$$random_file" "${HOST}:${PORT0}/cnn"
+
+client-cifar10-random:
+	@dir="input-cifar10"; random_file="$$(ls $$dir | shuf -n 1)"; echo "Random file: $$random_file"; \
+	curl -s -H 'Expect: ' -H "Content-Type: image/bmp" --data-binary "@$$dir/$$random_file" "${HOST}:${PORT1}/cifar10"
+
+client-gocr-random:
+	@dir="input-gocr"; random_file="$$(ls $$dir | shuf -n 1)"; echo "Random file: $$random_file"; \
+	curl -s -H 'Expect: ' -H "Content-Type: application/octet-stream" --data-binary "@$$dir/$$random_file" "${HOST}:${PORT2}/gocr"
+
+client-lpd-random:
+#	@dir="input-lpd-png"; random_file="$$(ls $$dir | shuf -n 1)"; echo "Random file: $$random_file"; \
+#	curl -s -H 'Expect: ' -H "Content-Type: image/png" --data-binary "@$$dir/$$random_file" "${HOST}:${PORT3}/lpd"
+	@dir="input-lpd-jpg"; random_file="$$(ls $$dir | shuf -n 1)"; echo "Random file: $$random_file"; \
+	curl -s -H 'Expect: ' -H "Content-Type: image/jpeg" --data-binary "@$$dir/$$random_file" "${HOST}:${PORT3}/lpd"
+
+client-resize-random:
+	@dir="input-resize"; random_file="$$(ls $$dir | shuf -n 1)"; echo "Random file: $$random_file"; \
+	curl -s -H 'Expect: ' -H "Content-Type: image/jpeg" --data-binary "@$$dir/$$random_file" "${HOST}:${PORT4}/resize" --output "out-resize-$$random_file"
+
+client-ekf-random:
+	@dir="input-ekf"; random_file="$$(ls $$dir | shuf -n 1)"; echo "Random file: $$random_file"; \
+	curl -s -H 'Expect: ' -H "Content-Type: application/octet-stream" --data-binary "@$$dir/$$random_file" "${HOST}:${PORT5}/ekf" --output "out-ekf-$$random_file"
+#############################################################################################################################
+
+client-fib-once:
+	echo 30 | http ${HOST}:${PORT6}/fib
+# http ${HOST}:${PORT6}/fib?30
+
+client-fib-loadtest:
+	loadtest -n 10 -c 10 -P 30 "http://${HOST}:${PORT6}/fib" 
+
+client-fib-hey:
+	hey ${HEY_OPTS} -z 10s -c 72 -t 0 -o csv -m POST -d "30\n" "http://${HOST}:${PORT6}/fib"
+
+client-fib-wrk:
+	wrk -t 1 -c 1 -d 5s -R 1 "http://${HOST}:${PORT6}/fib?30"
+
+
+client-admin:
+	echo 5 | http ${HOST}:55555/admin
+
+client-terminator:
+	echo 5 | http ${HOST}:55555/terminator
diff --git a/tests/multi-tenancy-predictions/gocr_generate_dataset.sh b/tests/multi-tenancy-predictions/gocr_generate_dataset.sh
new file mode 100644
index 000000000..290394d5f
--- /dev/null
+++ b/tests/multi-tenancy-predictions/gocr_generate_dataset.sh
@@ -0,0 +1,13 @@
+#!/bin/bash
+
+VARYING=(72 108 144)
+
+for var in "${VARYING[@]}"; do
+    mkdir -p "$var"dpi
+    mkdir -p "$var"dpi-orig
+    for ((i=5; i<=15; i++)); do
+        shuf -n10 /usr/share/dict/american-english > "$var"dpi-orig/"$i"words.txt
+        pango-view --dpi="$var" --font=mono -qo "$var"dpi-orig/"$var"dpi_"$i"words.png "$var"dpi-orig/"$i"words.txt
+        pngtopnm "$var"dpi-orig/"$var"dpi_"$i"words.png > "$var"dpi/"$var"dpi_"$i"words.pnm
+    done
+done
\ No newline at end of file
diff --git a/tests/multi-tenancy-predictions/input-cifar10/airplane1.bmp b/tests/multi-tenancy-predictions/input-cifar10/airplane1.bmp
new file mode 100644
index 000000000..7577ad9e3
Binary files /dev/null and b/tests/multi-tenancy-predictions/input-cifar10/airplane1.bmp differ
diff --git a/tests/multi-tenancy-predictions/input-cnn/faces01.jpg b/tests/multi-tenancy-predictions/input-cnn/faces01.jpg
new file mode 100644
index 000000000..a21de9c75
Binary files /dev/null and b/tests/multi-tenancy-predictions/input-cnn/faces01.jpg differ
diff --git a/tests/multi-tenancy-predictions/input-ekf/iter00.dat b/tests/multi-tenancy-predictions/input-ekf/iter00.dat
new file mode 100644
index 000000000..9a960e1e9
Binary files /dev/null and b/tests/multi-tenancy-predictions/input-ekf/iter00.dat differ
diff --git a/tests/multi-tenancy-predictions/input-gocr/5x8.pnm b/tests/multi-tenancy-predictions/input-gocr/5x8.pnm
new file mode 100644
index 000000000..5e7a4c2ca
--- /dev/null
+++ b/tests/multi-tenancy-predictions/input-gocr/5x8.pnm
@@ -0,0 +1,4 @@
+P6
+331 42
+65535
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\ No newline at end of file
diff --git a/tests/multi-tenancy-predictions/input-lpd-jpg/Cars0.jpg b/tests/multi-tenancy-predictions/input-lpd-jpg/Cars0.jpg
new file mode 100644
index 000000000..34a752fda
Binary files /dev/null and b/tests/multi-tenancy-predictions/input-lpd-jpg/Cars0.jpg differ
diff --git a/tests/multi-tenancy-predictions/input-resize/picsum_512x512_01.jpg b/tests/multi-tenancy-predictions/input-resize/picsum_512x512_01.jpg
new file mode 100644
index 000000000..aaa3c16e6
Binary files /dev/null and b/tests/multi-tenancy-predictions/input-resize/picsum_512x512_01.jpg differ
diff --git a/tests/multi-tenancy-predictions/latency.gnuplot b/tests/multi-tenancy-predictions/latency.gnuplot
new file mode 100644
index 000000000..016f4e214
--- /dev/null
+++ b/tests/multi-tenancy-predictions/latency.gnuplot
@@ -0,0 +1,79 @@
+reset
+
+set term jpeg size 1000,500
+set output "latency.jpg"
+
+#set xlabel "Reservation Utilization %"
+#set ylabel "Latency (us)"
+
+set key left top
+
+set xrange [-5:]
+set yrange [0:]
+
+set style histogram columnstacked
+set key horizontal
+
+set macros
+# Placement of the a,b,c,d labels in the graphs
+POS = "at graph 0.05,1.03 font ',10'"
+
+# x- and ytics for each row resp. column
+NOXTICS = "unset xlabel"
+# XTICS = "set xlabel 'Load %'"
+XTICS = "set xlabel 'All Requests/sec'"
+NOYTICS = "unset ylabel"
+YTICS = "set ylabel 'Latency (us)'"
+
+# Margins for each row resp. column
+TMARGIN = "set tmargin at screen 0.90; set bmargin at screen 0.55"
+BMARGIN = "set tmargin at screen 0.55; set bmargin at screen 0.20"
+LMARGIN = "set lmargin at screen 0.15; set rmargin at screen 0.55"
+RMARGIN = "set lmargin at screen 0.55; set rmargin at screen 0.95"
+
+# plot \
+#      for [t_id in tenant_ids] 'latency_'.t_id.'.dat' using 1:7 title 'Tenant '.t_id.' p99'  w lp, \
+#      for [t_id in tenant_ids] 'latency_'.t_id.'.dat' using 1:6 title 'Tenant '.t_id.' p90'  w lp, \
+#      for [t_id in tenant_ids] 'latency_'.t_id.'.dat' using 1:5 title 'Tenant '.t_id.' p50'  w lp, \
+#      for [t_id in tenant_ids] 'latency_'.t_id.'.dat' using 1:4 title 'Tenant '.t_id.' mean'  w lp, \
+#      for [t_id in tenant_ids] 'latency_'.t_id.'.dat' using 1:3 title 'Tenant '.t_id.' min'  w lp
+
+### Start multiplot (2x2 layout)
+set multiplot layout 2,2 rowsfirst
+# --- GRAPH a
+set label 1 'p99' @POS
+@NOXTICS; @YTICS
+#@TMARGIN; @LMARGIN
+plot for [t_id in tenant_ids] 'latency_'.t_id.'.dat' using 1:7 title t_id  w lp
+# --- GRAPH b
+set label 1 'p90' @POS
+@NOXTICS; @NOYTICS
+#@TMARGIN; @RMARGIN
+plot for [t_id in tenant_ids] 'latency_'.t_id.'.dat' using 1:6 notitle  w lp
+# --- GRAPH c
+set label 1 'p50' @POS
+@XTICS; @YTICS
+#@BMARGIN; @LMARGIN
+plot for [t_id in tenant_ids] 'latency_'.t_id.'.dat' using 1:5 notitle w lp
+# --- GRAPH d
+set label 1 'mean' @POS
+@XTICS; @NOYTICS
+#@BMARGIN; @RMARGIN
+plot for [t_id in tenant_ids] 'latency_'.t_id.'.dat' using 1:4 notitle w lp
+unset multiplot
+### End multiplot
+
+# plot \
+#      'latency_A.dat' using 1:7 title 'A p99' lt 1 lc 1 w lp, \
+#      'latency_A.dat' using 1:6 title 'A p90' lt 2 lc 1 w lp, \
+#      'latency_A.dat' using 1:5 title 'A p50' lt 3 lc 1 w lp, \
+#      'latency_A.dat' using 1:4 title 'A mean' lt 4 lc 1 w lp, \
+#      'latency_A.dat' using 1:3 title 'A min' lt 5 lc 1 w lp,\
+#      'latency_B.dat' using 1:7 title 'B p99' lt 1 lc 2 w lp, \
+#      'latency_B.dat' using 1:6 title 'B p90' lt 2 lc 2 w lp, \
+#      'latency_B.dat' using 1:5 title 'B p50' lt 3 lc 2 w lp, \
+#      'latency_B.dat' using 1:4 title 'B mean' lt 4 lc 2 w lp, \
+#      'latency_B.dat' using 1:3 title 'B min' lt 5 lc 2 w lp
+
+#    'latency_A.dat' using 1:8 title 'A p100' linetype 0 linecolor 1 with linespoints, \
+#    'latency_B.dat' using 1:8 title 'B p100' linetype 0 linecolor 2 with linespoints, \
diff --git a/tests/multi-tenancy-predictions/run.sh b/tests/multi-tenancy-predictions/run.sh
new file mode 100755
index 000000000..2a6eb5ccf
--- /dev/null
+++ b/tests/multi-tenancy-predictions/run.sh
@@ -0,0 +1,74 @@
+#!/bin/bash
+
+# shellcheck disable=SC1091,SC2034,SC2155
+source ../bash_libraries/multi_tenancy_base.sh || exit 1
+
+# Configure SERVER parameters: (this is to skip the .env config file)
+export SLEDGE_SCHEDULER=SJF
+export SLEDGE_DISABLE_PREEMPTION=false
+export SLEDGE_SPINLOOP_PAUSE_ENABLED=false
+export SLEDGE_SANDBOX_PERF_LOG=perf.log
+export SLEDGE_HTTP_SESSION_PERF_LOG=http_perf.log
+export SLEDGE_NWORKERS=1
+# export SLEDGE_PROC_MHZ=2660
+
+# To reduce post processing time, provide local-only meaningful metrics:
+# Comment it in order to use ALL the metrics!
+declare -a SANDBOX_METRICS=(total running_sys running_user)
+
+# The global configs for the scripts
+declare -r ADMIN_ACCESS=false
+declare -r CLIENT_TERMINATE_SERVER=false
+declare -r DURATION_sec=60
+declare -r ESTIMATIONS_PERCENTILE=60
+declare -r NWORKERS=${SLEDGE_NWORKERS:-1}
+
+# Tenant configs:
+declare -ar TENANT_IDS=("cnn" "cifar10" "gocr" "lpd" "resize" "ekf")
+declare -ar INIT_PORTS=(10000 15000 20000 25000 30000 35000)
+declare -ar ROUTES=("cnn" "cifar10" "gocr" "lpd" "resize" "ekf")
+
+declare -r NONE="0"
+declare -r GET_JPEG_RESOLUTION="get_jpeg_resolution.wasm.so"
+
+# Per route configs:
+declare -ar WASM_PATHS=("$CNN" "$CIFAR10" "$GOCR" "$LPD" "$RESIZE" "$EKF")
+declare -ar WASM_PATHS_PREPROCESSING=("$GET_JPEG_RESOLUTION" "$GET_JPEG_RESOLUTION" "$GET_JPEG_RESOLUTION" "$GET_JPEG_RESOLUTION" "$NONE")
+declare -ar RESP_CONTENT_TYPES=("text/plain" "text/plain" "text/plain" "text/plain" "image/jpeg" "application/octet-stream")
+declare -ar EXPECTED_EXEC_TIMES_us=("600000" "4000" "8900" "16700" "62000" "30")
+declare -ar DEADLINE_TO_EXEC_RATIOs=("500" "500" "500" "500" "500" "5000") # percentage
+
+# Regressions Model input:
+declare -ar PREPROCESS_WASM_PATHS=("$GET_JPEG_RESOLUTION" "$NONE" "$NONE"  "$GET_JPEG_RESOLUTION" "$GET_JPEG_RESOLUTION" "$NONE")
+declare -ar MODEL_BIASES=("1500" "2000" "2500" "3000" "3500" "100")
+declare -ar MODEL_SCALES=("1500" "2000" "2500" "3000" "3500" "100")
+declare -ar MODEL_NUM_OF_PARAMS=("2" "1" "1" "2" "2" "1") 
+declare -ar MODEL_BETA1S=("1500" "2000" "2500" "3000" "3500" "100")
+declare -ar MODEL_BETA2S=("1500" "0" "0" "3000" "3500" "0")
+
+# This is needed if you want loadtest to time out for requests that miss their deadlines (timeout = deadline):
+declare -gr LOADTEST_REQUEST_TIMEOUT=false
+
+# For HEY -d is text, -D is file input. For LoadTest -P is text, -b is file input.
+# ALso, LoadTest now supports -B for random file in the folder. HEY supports a single file.
+declare -ar ARG_OPTS_HEY=("-D" "-D" "-D" "-D" "-D")
+declare -ar ARG_OPTS_LT=("-B" "-B" "-B" "-B" "-B") # "-P -P -P")
+declare -ar ARGS=("input-cnn" "input-cifar10" "input-gocr" "input-lpd-jpg" "input-resize" "input-ekf")
+# declare -ar ARGS=("input-cnn/faces01.jpg" "input-cifar10/airplane1.bmp" "input-gocr/5x8.pnm" "input-lpd-jpg/Cars0.jpg" "input-resize/picsum_512x512_01.jpg" "input-ekf/iter00.dat")
+
+# This is needed if you want loadtest to log the randomly chosen filenames
+declare -gr LOADTEST_LOG_RANDOM=false
+
+# 100=FULL load, 50=HALF load ...
+declare -ar LOADS=(20 20 25 10 25 1)
+
+# When trying varying values, you must set ONE value from the above params to ? (question mark)
+# For example, for varying the loads, try: LOADS=("50 ?" "100")
+declare -ar VARYING=(0) # no variation, single experiment
+
+# Add the word "nuclio" to the end of the client execution command to run for Nuclio mode (stick to the same port and use keep-alive)
+[[ "${!#}" = "nuclio" || "${!#}" = "Nuclio" ]] && NUCLIO_MODE_ENABLED=true
+
+run_init
+generate_spec_json
+framework_init "$@"
diff --git a/tests/multi-tenancy-predictions/spec.json b/tests/multi-tenancy-predictions/spec.json
new file mode 100644
index 000000000..ce62d1aa6
--- /dev/null
+++ b/tests/multi-tenancy-predictions/spec.json
@@ -0,0 +1,128 @@
+[
+  {
+    "name": "cifar10-000",
+    "port": 15000,
+    "routes": [
+      {
+        "route": "/cifar10",
+        "path": "cifar10.wasm.so",
+        "admissions-percentile": 60,
+        "relative-deadline-us": 20000,
+        "http-resp-content-type": "text/plain",
+        "path_preprocess": "0",
+        "model-bias": 2000,
+        "model-scale": 2000,
+        "model-num-of-param": 1,
+        "model-beta1": 2000,
+        "model-beta2": 0
+      }
+    ],
+    "replenishment-period-us": 0,
+    "max-budget-us": 0
+  },
+  {
+    "name": "cnn-000",
+    "port": 10000,
+    "routes": [
+      {
+        "route": "/cnn",
+        "path": "cnn_face_detection.wasm.so",
+        "admissions-percentile": 60,
+        "relative-deadline-us": 3000000,
+        "http-resp-content-type": "text/plain",
+        "path_preprocess": "get_jpeg_resolution.wasm.so",
+        "model-bias": 1500,
+        "model-scale": 1500,
+        "model-num-of-param": 2,
+        "model-beta1": 1500,
+        "model-beta2": 1500
+      }
+    ],
+    "replenishment-period-us": 0,
+    "max-budget-us": 0
+  },
+  {
+    "name": "ekf-000",
+    "port": 35000,
+    "routes": [
+      {
+        "route": "/ekf",
+        "path": "gps_ekf.wasm.so",
+        "admissions-percentile": 60,
+        "relative-deadline-us": 1500,
+        "http-resp-content-type": "application/octet-stream",
+        "path_preprocess": "0",
+        "model-bias": 100,
+        "model-scale": 100,
+        "model-num-of-param": 1,
+        "model-beta1": 100,
+        "model-beta2": 0
+      }
+    ],
+    "replenishment-period-us": 0,
+    "max-budget-us": 0
+  },
+  {
+    "name": "gocr-000",
+    "port": 20000,
+    "routes": [
+      {
+        "route": "/gocr",
+        "path": "gocr.wasm.so",
+        "admissions-percentile": 60,
+        "relative-deadline-us": 44500,
+        "http-resp-content-type": "text/plain",
+        "path_preprocess": "0",
+        "model-bias": 2500,
+        "model-scale": 2500,
+        "model-num-of-param": 1,
+        "model-beta1": 2500,
+        "model-beta2": 0
+      }
+    ],
+    "replenishment-period-us": 0,
+    "max-budget-us": 0
+  },
+  {
+    "name": "lpd-000",
+    "port": 25000,
+    "routes": [
+      {
+        "route": "/lpd",
+        "path": "license_plate_detection.wasm.so",
+        "admissions-percentile": 60,
+        "relative-deadline-us": 83500,
+        "http-resp-content-type": "text/plain",
+        "path_preprocess": "get_jpeg_resolution.wasm.so",
+        "model-bias": 3000,
+        "model-scale": 3000,
+        "model-num-of-param": 2,
+        "model-beta1": 3000,
+        "model-beta2": 3000
+      }
+    ],
+    "replenishment-period-us": 0,
+    "max-budget-us": 0
+  },
+  {
+    "name": "resize-000",
+    "port": 30000,
+    "routes": [
+      {
+        "route": "/resize",
+        "path": "resize_image.wasm.so",
+        "admissions-percentile": 60,
+        "relative-deadline-us": 310000,
+        "http-resp-content-type": "image/jpeg",
+        "path_preprocess": "get_jpeg_resolution.wasm.so",
+        "model-bias": 3500,
+        "model-scale": 3500,
+        "model-num-of-param": 2,
+        "model-beta1": 3500,
+        "model-beta2": 3500
+      }
+    ],
+    "replenishment-period-us": 0,
+    "max-budget-us": 0
+  }
+]
diff --git a/tests/multi-tenancy-predictions/success.gnuplot b/tests/multi-tenancy-predictions/success.gnuplot
new file mode 100644
index 000000000..fa85d8733
--- /dev/null
+++ b/tests/multi-tenancy-predictions/success.gnuplot
@@ -0,0 +1,17 @@
+reset
+
+set term jpeg 
+set output "success.jpg"
+
+#set xlabel "Reservation Utilization %"
+#set xlabel "Load %"
+set xlabel "Requests/sec"
+set ylabel "Deadline success rate %"
+
+set xrange [-5:]
+set yrange [0:110]
+
+plot for [t_id in tenant_ids] 'success_'.t_id.'.dat' using 1:2 title t_id w lp
+
+#plot 'success_A.dat' using 1:2 title 'Tenant A success rate' linetype 1 linecolor 1 with linespoints,\
+#     'success_B.dat' using 1:2 title 'Tenant B success rate' lt 2 lc 2 w lp
diff --git a/tests/multi-tenancy-predictions/template.json b/tests/multi-tenancy-predictions/template.json
new file mode 100644
index 000000000..061c4579c
--- /dev/null
+++ b/tests/multi-tenancy-predictions/template.json
@@ -0,0 +1,13 @@
+{
+	"name": "tenant",
+	"port": 0,
+	"routes": [
+		{
+			"route": "/route",
+			"path": "fibonacci.wasm.so",
+			"admissions-percentile": 60,
+			"relative-deadline-us": 5000,
+			"http-resp-content-type": "text/plain"
+		}
+	]
+}
diff --git a/tests/multi-tenancy-predictions/throughput.gnuplot b/tests/multi-tenancy-predictions/throughput.gnuplot
new file mode 100644
index 000000000..fdb345dcd
--- /dev/null
+++ b/tests/multi-tenancy-predictions/throughput.gnuplot
@@ -0,0 +1,17 @@
+reset
+
+set term jpeg 
+set output "throughput.jpg"
+
+#set xlabel "Reservation Utilization %"
+#set xlabel "Load %"
+set xlabel "All Requests/sec"
+set ylabel "Successful Requests/sec"
+
+set xrange [0:]
+set yrange [0:]
+
+plot for [t_id in tenant_ids] 'throughput_'.t_id.'.dat' using 1:2 title t_id w lp
+
+#plot 'throughput_A.dat' using 1:2 title 'Tenant A Throughput' linetype 1 linecolor 1 with linespoints,\
+#     'throughput_B.dat' using 1:2 title 'Tenant B Throughput' linetype 2 linecolor 2 with linespoints
diff --git a/tests/multi-tenancy-sample/spec.json b/tests/multi-tenancy-sample/spec.json
index db117b341..80aad7b32 100644
--- a/tests/multi-tenancy-sample/spec.json
+++ b/tests/multi-tenancy-sample/spec.json
@@ -4,7 +4,6 @@
     "port": 55555,
     "replenishment-period-us": 0,
     "max-budget-us": 0,
-    "reservation-percentile": 0,
     "routes": [
       {
         "route": "/admin",
@@ -29,7 +28,6 @@
     "port": 10000,
     "replenishment-period-us": 0,
     "max-budget-us": 0,
-    "reservation-percentile": 0,
     "routes": [
       {
         "route": "/fib1",
@@ -54,7 +52,6 @@
     "port": 20000,
     "replenishment-period-us": 0,
     "max-budget-us": 0,
-    "reservation-percentile": 0,
     "routes": [
       {
         "route": "/fib",
diff --git a/tests/multi-tenancy-sample/template.json b/tests/multi-tenancy-sample/template.json
index 721dca59c..696dbd26e 100644
--- a/tests/multi-tenancy-sample/template.json
+++ b/tests/multi-tenancy-sample/template.json
@@ -3,7 +3,6 @@
 	"port": 0,
 	"replenishment-period-us": 0,
 	"max-budget-us": 0,
-	"reservation-percentile": 0,
 	"routes": [
 		{
 			"route": "/route",
diff --git a/tests/scratch_storage/spec.json b/tests/scratch_storage/spec.json
index b369d632e..b55223b08 100644
--- a/tests/scratch_storage/spec.json
+++ b/tests/scratch_storage/spec.json
@@ -2,8 +2,6 @@
 	{
 		"name": "gwu",
 		"port": 1337,
-		"replenishment-period-us": 0,
-		"max-budget-us": 0,
 		"routes": [
 			{
 				"route": "/set",
diff --git a/tests/sod/cnn_face_detection/spec.json b/tests/sod/cnn_face_detection/spec.json
index df93e486f..0d6e03a86 100644
--- a/tests/sod/cnn_face_detection/spec.json
+++ b/tests/sod/cnn_face_detection/spec.json
@@ -2,9 +2,6 @@
 	{
 		"name": "gwu",
 		"port": 10000,
-		"replenishment-period-us": 0,
-		"max-budget-us": 0,
-		"reservation-percentile": 0,
 		"routes": [
 			{
 				"route": "/face",
diff --git a/tests/sod/image_resize/by_resolution/spec.json b/tests/sod/image_resize/by_resolution/spec.json
index f18592594..b59f2ab1b 100644
--- a/tests/sod/image_resize/by_resolution/spec.json
+++ b/tests/sod/image_resize/by_resolution/spec.json
@@ -2,8 +2,6 @@
 	{
 		"name": "gwu",
 		"port": 10000,
-		"replenishment-period-us": 0,
-		"max-budget-us": 0,
 		"routes": [
 			{
 				"route": "/resize_small",
diff --git a/tests/sod/image_resize/test/spec.json b/tests/sod/image_resize/test/spec.json
index a88aa8dbb..f8ef301ca 100644
--- a/tests/sod/image_resize/test/spec.json
+++ b/tests/sod/image_resize/test/spec.json
@@ -2,8 +2,6 @@
 	{
 		"name": "gwu",
 		"port": 10000,
-		"replenishment-period-us": 0,
-		"max-budget-us": 0,
 		"routes": [
 			{
 				"route": "/resize",
diff --git a/tests/sod/lpd/by_plate_count/spec.json b/tests/sod/lpd/by_plate_count/spec.json
index 0f24048b8..24e5a7d33 100644
--- a/tests/sod/lpd/by_plate_count/spec.json
+++ b/tests/sod/lpd/by_plate_count/spec.json
@@ -2,8 +2,6 @@
 	{
 		"name": "gwu",
 		"port": 10000,
-		"replenishment-period-us": 0,
-		"max-budget-us": 0,
 		"routes": [
 			{
 				"route": "/lpd1",
diff --git a/tests/speechtotext/spec.json b/tests/speechtotext/spec.json
index f3bcabfd1..1eac634e7 100644
--- a/tests/speechtotext/spec.json
+++ b/tests/speechtotext/spec.json
@@ -2,8 +2,6 @@
 	{
 		"name": "gwu",
 		"port": 10000,
-		"replenishment-period-us": 0,
-		"max-budget-us": 0,
 		"routes": [
 			{
 				"route": "/hello_ps",
diff --git a/tests/stack_overflow/spec.json b/tests/stack_overflow/spec.json
index 1c4afc33a..cb6a61366 100644
--- a/tests/stack_overflow/spec.json
+++ b/tests/stack_overflow/spec.json
@@ -2,8 +2,6 @@
 	{
 		"name": "gwu",
 		"port": 10000,
-		"replenishment-period-us": 0,
-		"max-budget-us": 0,
 		"routes": [
 			{
 				"route": "/stack_overflow",
diff --git a/tests/traps/spec.json b/tests/traps/spec.json
index 60492dfa0..227ce7a4a 100644
--- a/tests/traps/spec.json
+++ b/tests/traps/spec.json
@@ -2,8 +2,6 @@
 	{
 		"name": "gwu",
 		"port": 10000,
-		"replenishment-period-us": 0,
-		"max-budget-us": 0,
 		"routes": [
 			{
 				"route": "/divide",
diff --git a/tests/workload_mix/spec.json b/tests/workload_mix/spec.json
index b4c0992e1..87ad4ab06 100644
--- a/tests/workload_mix/spec.json
+++ b/tests/workload_mix/spec.json
@@ -2,8 +2,6 @@
 	{
 		"name": "gwu",
 		"port": 10000,
-		"replenishment-period-us": 0,
-		"max-budget-us": 0,
 		"routes": [
 			{
 				"route": "/fibonacci_10",
diff --git a/tests/workload_mix_realworld/spec.json b/tests/workload_mix_realworld/spec.json
index f9e64a2b3..28211e523 100644
--- a/tests/workload_mix_realworld/spec.json
+++ b/tests/workload_mix_realworld/spec.json
@@ -2,8 +2,6 @@
 	{
 		"name": "gwu",
 		"port": 10000,
-		"replenishment-period-us": 0,
-		"max-budget-us": 0,
 		"routes": [
 			{
 				"route": "/cifar10_1.5",