diff --git a/tempest/cmd/cleanup.py b/tempest/cmd/cleanup.py
index a128b3f..d0aa7dc 100644
--- a/tempest/cmd/cleanup.py
+++ b/tempest/cmd/cleanup.py
@@ -54,17 +54,17 @@
 not delete the projects themselves.
 
 **--dry-run**: Creates a report (``./dry_run.json``) of the projects that will
-be cleaned up (in the ``_tenants_to_clean`` dictionary [1]_) and the global
+be cleaned up (in the ``_projects_to_clean`` dictionary [1]_) and the global
 objects that will be removed (domains, flavors, images, roles, projects,
 and users). Once the cleanup command is executed (e.g. run without
 parameters), running it again with **--dry-run** should yield an empty report.
 
 **--help**: Print the help text for the command and parameters.
 
-.. [1] The ``_tenants_to_clean`` dictionary in ``dry_run.json`` lists the
+.. [1] The ``_projects_to_clean`` dictionary in ``dry_run.json`` lists the
     projects that ``tempest cleanup`` will loop through to delete child
     objects, but the command will, by default, not delete the projects
-    themselves. This may differ from the ``tenants`` list as you can clean
+    themselves. This may differ from the ``projects`` list as you can clean
     the Tempest and alternate Tempest users and projects but they will not be
     deleted unless the **--delete-tempest-conf-objects** flag is used to
     force their deletion.
@@ -111,13 +111,13 @@
 
         self.admin_id = ""
         self.admin_role_id = ""
-        self.admin_tenant_id = ""
+        self.admin_project_id = ""
         self._init_admin_ids()
 
         self.admin_role_added = []
 
         # available services
-        self.tenant_services = cleanup_service.get_tenant_cleanup_services()
+        self.project_services = cleanup_service.get_project_cleanup_services()
         self.global_services = cleanup_service.get_global_cleanup_services()
 
         if parsed_args.init_saved_state:
@@ -133,24 +133,24 @@
         is_save_state = False
 
         if is_dry_run:
-            self.dry_run_data["_tenants_to_clean"] = {}
+            self.dry_run_data["_projects_to_clean"] = {}
 
         admin_mgr = self.admin_mgr
-        # Always cleanup tempest and alt tempest tenants unless
+        # Always cleanup tempest and alt tempest projects unless
         # they are in saved state json. Therefore is_preserve is False
         kwargs = {'data': self.dry_run_data,
                   'is_dry_run': is_dry_run,
                   'saved_state_json': self.json_data,
                   'is_preserve': False,
                   'is_save_state': is_save_state}
-        tenant_service = cleanup_service.TenantService(admin_mgr, **kwargs)
-        tenants = tenant_service.list()
-        print("Process %s tenants" % len(tenants))
+        project_service = cleanup_service.ProjectService(admin_mgr, **kwargs)
+        projects = project_service.list()
+        print("Process %s projects" % len(projects))
 
-        # Loop through list of tenants and clean them up.
-        for tenant in tenants:
-            self._add_admin(tenant['id'])
-            self._clean_tenant(tenant)
+        # Loop through list of projects and clean them up.
+        for project in projects:
+            self._add_admin(project['id'])
+            self._clean_project(project)
 
         kwargs = {'data': self.dry_run_data,
                   'is_dry_run': is_dry_run,
@@ -169,49 +169,51 @@
         self._remove_admin_user_roles()
 
     def _remove_admin_user_roles(self):
-        tenant_ids = self.admin_role_added
-        LOG.debug("Removing admin user roles where needed for tenants: %s",
-                  tenant_ids)
-        for tenant_id in tenant_ids:
-            self._remove_admin_role(tenant_id)
+        project_ids = self.admin_role_added
+        LOG.debug("Removing admin user roles where needed for projects: %s",
+                  project_ids)
+        for project_id in project_ids:
+            self._remove_admin_role(project_id)
 
-    def _clean_tenant(self, tenant):
-        print("Cleaning tenant:  %s " % tenant['name'])
+    def _clean_project(self, project):
+        print("Cleaning project:  %s " % project['name'])
         is_dry_run = self.options.dry_run
         dry_run_data = self.dry_run_data
         is_preserve = not self.options.delete_tempest_conf_objects
-        tenant_id = tenant['id']
-        tenant_name = tenant['name']
-        tenant_data = None
+        project_id = project['id']
+        project_name = project['name']
+        project_data = None
         if is_dry_run:
-            tenant_data = dry_run_data["_tenants_to_clean"][tenant_id] = {}
-            tenant_data['name'] = tenant_name
+            project_data = dry_run_data["_projects_to_clean"][project_id] = {}
+            project_data['name'] = project_name
 
         kwargs = {"username": CONF.auth.admin_username,
                   "password": CONF.auth.admin_password,
-                  "tenant_name": tenant['name']}
+                  "project_name": project['name']}
         mgr = clients.Manager(credentials=credentials.get_credentials(
             **kwargs))
-        kwargs = {'data': tenant_data,
+        kwargs = {'data': project_data,
                   'is_dry_run': is_dry_run,
                   'saved_state_json': None,
                   'is_preserve': is_preserve,
                   'is_save_state': False,
-                  'tenant_id': tenant_id}
-        for service in self.tenant_services:
+                  'project_id': project_id}
+        for service in self.project_services:
             svc = service(mgr, **kwargs)
             svc.run()
 
     def _init_admin_ids(self):
-        tn_cl = self.admin_mgr.tenants_client
-        rl_cl = self.admin_mgr.roles_client
+        pr_cl = self.admin_mgr.projects_client
+        rl_cl = self.admin_mgr.roles_v3_client
+        rla_cl = self.admin_mgr.role_assignments_client
+        us_cl = self.admin_mgr.users_v3_client
 
-        tenant = identity.get_tenant_by_name(tn_cl,
-                                             CONF.auth.admin_project_name)
-        self.admin_tenant_id = tenant['id']
-
-        user = identity.get_user_by_username(tn_cl, self.admin_tenant_id,
-                                             CONF.auth.admin_username)
+        project = identity.get_project_by_name(pr_cl,
+                                               CONF.auth.admin_project_name)
+        self.admin_project_id = project['id']
+        user = identity.get_user_by_project(us_cl, rla_cl,
+                                            self.admin_project_id,
+                                            CONF.auth.admin_username)
         self.admin_id = user['id']
 
         roles = rl_cl.list_roles()['roles']
@@ -236,7 +238,7 @@
                             dest='delete_tempest_conf_objects',
                             default=False,
                             help="Force deletion of the tempest and "
-                            "alternate tempest users and tenants.")
+                            "alternate tempest users and projects.")
         parser.add_argument('--dry-run', action="store_true",
                             dest='dry_run', default=False,
                             help="Generate JSON file:" + DRY_RUN_JSON +
@@ -247,44 +249,44 @@
     def get_description(self):
         return 'Cleanup after tempest run'
 
-    def _add_admin(self, tenant_id):
-        rl_cl = self.admin_mgr.roles_client
+    def _add_admin(self, project_id):
+        rl_cl = self.admin_mgr.roles_v3_client
         needs_role = True
-        roles = rl_cl.list_user_roles_on_project(tenant_id,
+        roles = rl_cl.list_user_roles_on_project(project_id,
                                                  self.admin_id)['roles']
         for role in roles:
             if role['id'] == self.admin_role_id:
                 needs_role = False
-                LOG.debug("User already had admin privilege for this tenant")
+                LOG.debug("User already had admin privilege for this project")
         if needs_role:
-            LOG.debug("Adding admin privilege for : %s", tenant_id)
-            rl_cl.create_user_role_on_project(tenant_id, self.admin_id,
+            LOG.debug("Adding admin privilege for : %s", project_id)
+            rl_cl.create_user_role_on_project(project_id, self.admin_id,
                                               self.admin_role_id)
-            self.admin_role_added.append(tenant_id)
+            self.admin_role_added.append(project_id)
 
-    def _remove_admin_role(self, tenant_id):
-        LOG.debug("Remove admin user role for tenant: %s", tenant_id)
+    def _remove_admin_role(self, project_id):
+        LOG.debug("Remove admin user role for projectt: %s", project_id)
         # Must initialize Admin Manager for each user role
         # Otherwise authentication exception is thrown, weird
         id_cl = clients.Manager(
             credentials.get_configured_admin_credentials()).identity_client
-        if (self._tenant_exists(tenant_id)):
+        if (self._project_exists(project_id)):
             try:
-                id_cl.delete_role_from_user_on_project(tenant_id,
+                id_cl.delete_role_from_user_on_project(project_id,
                                                        self.admin_id,
                                                        self.admin_role_id)
             except Exception as ex:
-                LOG.exception("Failed removing role from tenant which still"
+                LOG.exception("Failed removing role from project which still"
                               "exists, exception: %s", ex)
 
-    def _tenant_exists(self, tenant_id):
-        tn_cl = self.admin_mgr.tenants_client
+    def _project_exists(self, project_id):
+        pr_cl = self.admin_mgr.projects_client
         try:
-            t = tn_cl.show_tenant(tenant_id)
-            LOG.debug("Tenant is: %s", str(t))
+            p = pr_cl.show_project(project_id)
+            LOG.debug("Project is: %s", str(p))
             return True
         except Exception as ex:
-            LOG.debug("Tenant no longer exists? %s", ex)
+            LOG.debug("Project no longer exists? %s", ex)
             return False
 
     def _init_state(self):