diff --git a/easycloud/modules/chameleon_openstacksdk/monitor.py b/easycloud/modules/chameleon_openstacksdk/monitor.py
index 7cfc8cc4a06e99ece4b4f47fa428e119f7f4a6d1..3f725de20629f7a6ebc80f7c81d3bb8c1f6b1a22 100644
--- a/easycloud/modules/chameleon_openstacksdk/monitor.py
+++ b/easycloud/modules/chameleon_openstacksdk/monitor.py
@@ -5,23 +5,19 @@ Chameleon Cloud monitor implementation (using Gnocchi API)
 import datetime
 from easycloud.core.metamonitor import MetaMonitor
 from gnocchiclient.v1 import client
-from keystoneauth1 import loading
+#from keystoneauth1 import loading
+from keystoneauth1 import session as ks_session
+from keystoneauth1.identity import v3 as ks_v3
+#from keystoneclient.v3 import client
 import logging
 import pytz
 from tzlocal import get_localzone
 
 
-__author__ = "Davide Monfrecola, Stefano Garione, Giorgio Gambino, Luca Banzato"
-__copyright__ = "Copyright (C) 2019"
-__credits__ = ["Andrea Lombardo", "Irene Lovotti"]
-__license__ = "GPL v3"
-__version__ = "0.10.0"
-__maintainer__ = "Luca Banzato"
-__email__ = "20005492@studenti.uniupo.it"
-__status__ = "Prototype"
-
-
 class ChameleonCloudMonitor(MetaMonitor):
+    """
+    Chameleon Cloud Monitor.
+    """
 
     def __init__(self, conf, commands_queue, measurements_queue, metrics_file=None):
         """
@@ -50,14 +46,24 @@ class ChameleonCloudMonitor(MetaMonitor):
         """
         Connect to Gnocchi and initialize its client object
         """
-        _loader = loading.get_plugin_loader('password')
-        _auth = _loader.load_from_options(auth_url=self.conf.os_auth_url,
-                                          username=self.conf.os_username,
-                                          password=self.conf.os_password,
-                                          project_id=self.conf.os_project_id,
-                                          user_domain_name="default")
-        self.gnocchi_client = client.Client(adapter_options={
-                                            "region_name": self.conf.os_region}, session_options={"auth": _auth})
+        #_loader = loading.get_plugin_loader('password')
+        #_auth = _loader.load_from_options(auth_url=self.conf.os_auth_url,
+        #                                  username=self.conf.os_username,
+        #                                  password=self.conf.os_password,
+        #                                  project_id=self.conf.os_project_id,
+        #                                  user_domain_name="default")
+        #self.gnocchi_client = client.Client(adapter_options={
+        #                                    "region_name": self.conf.os_region}, session_options={"auth": _auth})
+        auth = ks_v3.Password(auth_url=self.conf.os_auth_url,
+                              username=self.conf.os_username,
+                              password=self.conf.os_password,
+                              project_name=self.conf.os_project_name,
+                              user_domain_id='default',
+                              project_domain_id='default')
+        sess = ks_session.Session(auth=auth)
+        self.gnocchi_client = client.Client(session=sess,
+                                            adapter_options={"region_name": self.conf.os_region})
+
 
     def _get_metric_values(self, instance_id, metric, granularity, limit):
         """