diff --git a/moto/emr/models.py b/moto/emr/models.py
index 466467360..5193a1986 100644
--- a/moto/emr/models.py
+++ b/moto/emr/models.py
@@ -124,6 +124,10 @@ class FakeJobFlow(object):
         else:
             self.visible_to_all_users = False
 
+
+    def set_termination_protection(self, value):
+        self.termination_protected = value
+
     def add_steps(self, steps):
         for index, step in enumerate(steps):
             if self.steps:
@@ -236,6 +240,11 @@ class ElasticMapReduceBackend(BaseBackend):
             job = self.job_flows[job_id]
             job.set_visibility(visible_to_all_users)
 
+    def set_termination_protection(self, job_ids, value):
+        for job_id in job_ids:
+            job = self.job_flows[job_id]
+            job.set_termination_protection(value)
+
     def add_tags(self, cluster_id, tags):
         cluster = self.get_cluster(cluster_id)
         cluster.add_tags(tags)
diff --git a/moto/emr/responses.py b/moto/emr/responses.py
index 337d0417b..926704c10 100644
--- a/moto/emr/responses.py
+++ b/moto/emr/responses.py
@@ -27,6 +27,10 @@ class ElasticMapReduceResponse(BaseResponse):
             flow_name, log_uri, job_flow_role,
             visible_to_all_users, steps, instance_attrs
         )
+        instance_groups = self._get_list_prefix('Instances.InstanceGroups.member')
+        if instance_groups:
+            emr_backend.add_instance_groups(job_flow.id, instance_groups)
+
         template = self.response_template(RUN_JOB_FLOW_TEMPLATE)
         return template.render(job_flow=job_flow)
 
@@ -62,6 +66,13 @@ class ElasticMapReduceResponse(BaseResponse):
         template = self.response_template(SET_VISIBLE_TO_ALL_USERS_TEMPLATE)
         return template.render()
 
+    def set_termination_protection(self):
+        termination_protection = self._get_param('TerminationProtected')
+        job_ids = self._get_multi_param('JobFlowIds.member')
+        emr_backend.set_termination_protection(job_ids, termination_protection)
+        template = self.response_template(SET_TERMINATION_PROTECTION_TEMPLATE)
+        return template.render()
+
     def list_clusters(self):
         clusters = emr_backend.list_clusters()
         template = self.response_template(LIST_CLUSTERS_TEMPLATE)
@@ -149,6 +160,7 @@ DESCRIBE_JOB_FLOWS_TEMPLATE = """<DescribeJobFlowsResponse xmlns="http://elastic
                <InstanceCount>{{ job_flow.instance_count }}</InstanceCount>
                <KeepJobFlowAliveWhenNoSteps>{{ job_flow.keep_job_flow_alive_when_no_steps }}</KeepJobFlowAliveWhenNoSteps>
                <TerminationProtected>{{ job_flow.termination_protected }}</TerminationProtected>
+               <MasterPublicDnsName>ec2-184-0-0-1.us-west-1.compute.amazonaws.com</MasterPublicDnsName>
                <InstanceGroups>
                   {% for instance_group in job_flow.instance_groups %}
                   <member>
@@ -290,6 +302,14 @@ SET_VISIBLE_TO_ALL_USERS_TEMPLATE = """<SetVisibleToAllUsersResponse xmlns="http
 </SetVisibleToAllUsersResponse>"""
 
 
+SET_TERMINATION_PROTECTION_TEMPLATE = """<SetTerminationProtection xmlns="http://elasticmapreduce.amazonaws.com/doc/2009-03-31">
+   <ResponseMetadata>
+      <RequestId>
+         2690d7eb-ed86-11dd-9877-6fad448a8419
+      </RequestId>
+   </ResponseMetadata>
+</SetTerminationProtection>"""
+
 ADD_TAGS_TEMPLATE = """<AddTagsResponse xmlns="http://elasticmapreduce.amazonaws.com/doc/2009-03-31">
    <ResponseMetadata>
       <RequestId>
diff --git a/tests/test_emr/test_emr.py b/tests/test_emr/test_emr.py
index 9157a82a5..6667f04db 100644
--- a/tests/test_emr/test_emr.py
+++ b/tests/test_emr/test_emr.py
@@ -1,6 +1,8 @@
 from __future__ import unicode_literals
+
 import boto
 from boto.emr.instance_group import InstanceGroup
+
 from boto.emr.step import StreamingStep
 import sure  # noqa
 
@@ -107,6 +109,27 @@ def test_create_job_flow_visible_to_all_users():
     job_flow.visibletoallusers.should.equal('True')
 
 
+@requires_boto_gte("2.8")
+@mock_emr
+def test_create_job_flow_with_instance_groups():
+    conn = boto.connect_emr()
+
+    instance_groups = [InstanceGroup(6, 'TASK', 'c1.medium', 'SPOT', 'spot-0.07', '0.07'),
+                       InstanceGroup(6, 'TASK', 'c1.medium', 'SPOT', 'spot-0.07', '0.07')]
+    job_id = conn.run_jobflow(
+        name='My jobflow',
+        log_uri='s3://some_bucket/jobflow_logs',
+        steps=[],
+        instance_groups=instance_groups
+    )
+
+    job_flow = conn.describe_jobflow(job_id)
+    int(job_flow.instancecount).should.equal(12)
+    instance_group = job_flow.instancegroups[0]
+    int(instance_group.instancerunningcount).should.equal(6)
+
+
+
 @mock_emr
 def test_terminate_job_flow():
     conn = boto.connect_emr()
@@ -318,6 +341,30 @@ def test_set_visible_to_all_users():
     job_flow.visibletoallusers.should.equal('False')
 
 
+@requires_boto_gte("2.8")
+@mock_emr
+def test_set_termination_protection():
+    conn = boto.connect_emr()
+
+    job_id = conn.run_jobflow(
+        name='My jobflow',
+        log_uri='s3://some_bucket/jobflow_logs',
+        steps=[]
+    )
+    job_flow = conn.describe_jobflow(job_id)
+    job_flow.terminationprotected.should.equal(u'None')
+
+    conn.set_termination_protection(job_id, True)
+
+    job_flow = conn.describe_jobflow(job_id)
+    job_flow.terminationprotected.should.equal('true')
+
+    conn.set_termination_protection(job_id, False)
+
+    job_flow = conn.describe_jobflow(job_id)
+    job_flow.terminationprotected.should.equal('false')
+
+
 @mock_emr
 def test_list_clusters():
     conn = boto.connect_emr()