diff --git a/ceilometer/storage/sqlalchemy/alembic/versions/b6ae66d05e3_remove_extra_indexes.py b/ceilometer/storage/sqlalchemy/alembic/versions/b6ae66d05e3_remove_extra_indexes.py
new file mode 100644
index 000000000..ec260e53d
--- /dev/null
+++ b/ceilometer/storage/sqlalchemy/alembic/versions/b6ae66d05e3_remove_extra_indexes.py
@@ -0,0 +1,81 @@
+# -*- encoding: utf-8 -*-
+#
+# Copyright 2010-2011 OpenStack Foundation
+# Copyright 2012-2013 IBM Corp. #
+#
+# Authors: Svetlana Shturm <sshturm@mirantis.com>
+#
+# Licensed under the Apache License, Version 2.0 (the "License"); you may
+# not use this file except in compliance with the License. You may obtain
+# a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
+# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
+# License for the specific language governing permissions and limitations
+# under the License.
+"""Remove extra indexes
+
+Revision ID: b6ae66d05e3
+Revises: 17738166b91
+Create Date: 2013-08-19 15:54:43.529222
+
+"""
+
+# revision identifiers, used by Alembic.
+revision = 'b6ae66d05e3'
+down_revision = '17738166b91'
+
+from alembic import op
+
+
+INDEXES = (
+    # ([dialects], table_name, index_name, create/delete, uniq/not uniq)
+    (['mysql', 'sqlite', 'postgresql'],
+     'resource',
+     'resource_user_id_project_id_key',
+    ('user_id', 'project_id'), True, False),
+    (['mysql'], 'source', 'id', ('id',), False, True))
+
+
+def index_cleanup(engine_names, table_name, uniq_name, columns, create=True,
+                  unique=False):
+    engine = op.get_bind().engine
+    if engine.name not in engine_names:
+        return
+    if create:
+        # We have unique constraint in postgres for `resource` table.
+        # But it should be a simple index. So, we should delete unique key
+        # before index creation.
+        if engine.name == 'postgresql':
+            op.drop_constraint(uniq_name, table_name, type_='unique')
+        op.create_index(uniq_name, table_name, columns, unique=unique)
+    else:
+        if unique:
+            op.drop_constraint(uniq_name, table_name, type_='unique')
+        else:
+            op.drop_index(uniq_name, table_name=table_name)
+        if engine.name == 'postgresql':
+            op.create_unique_constraint(uniq_name, table_name, columns)
+
+
+def upgrade():
+    for engine_names, table_name, uniq_name, columns, create, uniq in INDEXES:
+        index_cleanup(engine_names,
+                      table_name,
+                      uniq_name,
+                      columns,
+                      create,
+                      uniq)
+
+
+def downgrade():
+    for engine_names, table_name, uniq_name, columns, create, uniq in INDEXES:
+        index_cleanup(engine_names,
+                      table_name,
+                      uniq_name,
+                      columns,
+                      not create,
+                      uniq)
diff --git a/ceilometer/storage/sqlalchemy/models.py b/ceilometer/storage/sqlalchemy/models.py
index fe65b3fb7..89012b016 100644
--- a/ceilometer/storage/sqlalchemy/models.py
+++ b/ceilometer/storage/sqlalchemy/models.py
@@ -157,6 +157,7 @@ class Resource(Base):
     __table_args__ = (
         Index('ix_resource_project_id', 'project_id'),
         Index('ix_resource_user_id', 'user_id'),
+        Index('resource_user_id_project_id_key', 'user_id', 'project_id')
     )
     id = Column(String(255), primary_key=True)
     sources = relationship("Source", secondary=lambda: sourceassoc)