diff --git a/moto/elb/models.py b/moto/elb/models.py
index 1f50c3aca..2303e907c 100644
--- a/moto/elb/models.py
+++ b/moto/elb/models.py
@@ -10,7 +10,7 @@ from boto.ec2.elb.attributes import (
 )
 from boto.ec2.elb.policies import Policies
 from moto.core import BaseBackend
-from .exceptions import TooManyTagsError
+from .exceptions import LoadBalancerNotFoundError, TooManyTagsError
 
 
 class FakeHealthCheck(object):
@@ -139,7 +139,7 @@ class FakeLoadBalancer(object):
 
     def list_tags(self):
         return self.tags
- 
+
     def remove_tag(self, key):
         if key in self.tags:
             del self.tags[key]
@@ -174,7 +174,11 @@ class ELBBackend(BaseBackend):
     def describe_load_balancers(self, names):
         balancers = self.load_balancers.values()
         if names:
-            return [balancer for balancer in balancers if balancer.name in names]
+            matched_balancers = [balancer for balancer in balancers if balancer.name in names]
+            if len(names) != len(matched_balancers):
+                missing_elb = list(set(names) - set(matched_balancers))[0]
+                raise LoadBalancerNotFoundError(missing_elb)
+            return matched_balancers
         else:
             return balancers
 
diff --git a/moto/elb/responses.py b/moto/elb/responses.py
index 6e9690c9c..0ed230afd 100644
--- a/moto/elb/responses.py
+++ b/moto/elb/responses.py
@@ -245,7 +245,7 @@ class ELBResponse(BaseResponse):
                 for i in tag_keys:
                     counts[i] = tag_keys.count(i)
 
-                counts = sorted(counts.items(), key=lambda i:i[1], reverse=True) 
+                counts = sorted(counts.items(), key=lambda i:i[1], reverse=True)
 
                 if counts and counts[0][1] > 1:
                     # We have dupes...
diff --git a/tests/test_autoscaling/test_autoscaling.py b/tests/test_autoscaling/test_autoscaling.py
index bc424bad9..81a331dfb 100644
--- a/tests/test_autoscaling/test_autoscaling.py
+++ b/tests/test_autoscaling/test_autoscaling.py
@@ -1,8 +1,10 @@
 from __future__ import unicode_literals
 import boto
+import boto.ec2.autoscale
 from boto.ec2.autoscale.launchconfig import LaunchConfiguration
 from boto.ec2.autoscale.group import AutoScalingGroup
 from boto.ec2.autoscale import Tag
+import boto.ec2.elb
 import sure  # noqa
 
 from moto import mock_autoscaling, mock_ec2, mock_elb
@@ -10,8 +12,12 @@ from tests.helpers import requires_boto_gte
 
 
 @mock_autoscaling
+@mock_elb
 def test_create_autoscaling_group():
-    conn = boto.connect_autoscale()
+    elb_conn = boto.ec2.elb.connect_to_region('us-east-1')
+    elb_conn.create_load_balancer('test_lb', zones=[], listeners=[(80, 8080, 'http')])
+
+    conn = boto.ec2.autoscale.connect_to_region('us-east-1')
     config = LaunchConfiguration(
         name='tester',
         image_id='ami-abcd1234',
@@ -19,7 +25,6 @@ def test_create_autoscaling_group():
     )
     conn.create_launch_configuration(config)
 
-
     group = AutoScalingGroup(
         name='tester_group',
         availability_zones=['us-east-1c', 'us-east-1b'],
diff --git a/tests/test_ec2/test_regions.py b/tests/test_ec2/test_regions.py
index 153bb759a..9375314d4 100644
--- a/tests/test_ec2/test_regions.py
+++ b/tests/test_ec2/test_regions.py
@@ -1,8 +1,9 @@
 from __future__ import unicode_literals
 import boto.ec2
 import boto.ec2.autoscale
+import boto.ec2.elb
 import sure
-from moto import mock_ec2, mock_autoscaling
+from moto import mock_ec2, mock_autoscaling, mock_elb
 
 
 def add_servers_to_region(ami_id, count, region):
@@ -46,7 +47,13 @@ def test_add_servers_to_multiple_regions():
 
 
 @mock_autoscaling
+@mock_elb
 def test_create_autoscaling_group():
+    elb_conn = boto.ec2.elb.connect_to_region('us-east-1')
+    elb_conn.create_load_balancer('us_test_lb', zones=[], listeners=[(80, 8080, 'http')])
+    elb_conn = boto.ec2.elb.connect_to_region('ap-northeast-1')
+    elb_conn.create_load_balancer('ap_test_lb', zones=[], listeners=[(80, 8080, 'http')])
+
     us_conn = boto.ec2.autoscale.connect_to_region('us-east-1')
     config = boto.ec2.autoscale.LaunchConfiguration(
         name='us_tester',
diff --git a/tests/test_elb/test_elb.py b/tests/test_elb/test_elb.py
index 4bee51218..e16d490aa 100644
--- a/tests/test_elb/test_elb.py
+++ b/tests/test_elb/test_elb.py
@@ -15,6 +15,7 @@ from boto.ec2.elb.policies import (
     LBCookieStickinessPolicy,
     OtherPolicy,
 )
+from boto.exception import BotoServerError
 import sure  # noqa
 
 from moto import mock_elb, mock_ec2
@@ -42,6 +43,12 @@ def test_create_load_balancer():
     listener2.protocol.should.equal("TCP")
 
 
+@mock_elb
+def test_getting_missing_elb():
+    conn = boto.connect_elb()
+    conn.get_all_load_balancers.when.called_with(load_balancer_names='aaa').should.throw(BotoServerError)
+
+
 @mock_elb
 def test_create_elb_in_multiple_region():
     zones = ['us-east-1a', 'us-east-1b']