diff --git a/redash/models.py b/redash/models.py
index 4015db6712..0fb2305821 100644
--- a/redash/models.py
+++ b/redash/models.py
@@ -229,7 +229,7 @@ class DataSource(BaseModel):
     type = peewee.CharField()
     options = peewee.TextField()
     queue_name = peewee.CharField(default="queries")
-    scheduled_queue_name = peewee.CharField(default="queries")
+    scheduled_queue_name = peewee.CharField(default="scheduled_queries")
     created_at = DateTimeTZField(default=datetime.datetime.now)
 
     class Meta:
diff --git a/setup/files/supervisord.conf b/setup/files/supervisord.conf
index 43d065d25b..026cb04507 100644
--- a/setup/files/supervisord.conf
+++ b/setup/files/supervisord.conf
@@ -20,8 +20,12 @@ autorestart=true
 stdout_logfile=/opt/redash/logs/api.log
 stderr_logfile=/opt/redash/logs/api_error.log
 
+# There are two queue types here: one for ad-hoc queries, and one for the refresh of scheduled queries
+# (note that "scheduled_queries" appears only in the queue list of "redash_celery_scheduled").
+# The default concurrency level for each is 2 (-c2), you can increase based on your machine's resources.
+
 [program:redash_celery]
-command=/opt/redash/current/bin/run celery worker --app=redash.worker --beat -Qqueries,celery,scheduled_queries
+command=/opt/redash/current/bin/run celery worker --app=redash.worker --beat -c2 -Qqueries,celery
 process_name=redash_celery
 numprocs=1
 priority=999
@@ -29,3 +33,13 @@ autostart=true
 autorestart=true
 stdout_logfile=/opt/redash/logs/celery.log
 stderr_logfile=/opt/redash/logs/celery_error.log
+ 
+[program:redash_celery_scheduled]
+command=/opt/redash/current/bin/run celery worker --app=redash.worker -c2 -Qscheduled_queries
+process_name=redash_celery_scheduled
+numprocs=1
+priority=999
+autostart=true
+autorestart=true
+stdout_logfile=/opt/redash/logs/celery.log
+stderr_logfile=/opt/redash/logs/celery_error.log