aws emr create-cluster --applications Name=Hadoop Name=Hive Name=Pig Name=HBase Name=Spark Name=ZooKeeper Name=Ganglia \
  --tags 'Project=Kylin3_Benchmark' 'Owner=xiaoxiang.yu' \
  --ec2-attributes '{"KeyName":"?","AdditionalSlaveSecurityGroups":["?"],"InstanceProfile":"EMR_EC2_DefaultRole","SubnetId":"?","EmrManagedSlaveSecurityGroup":"?","EmrManagedMasterSecurityGroup":"?","AdditionalMasterSecurityGroups":["?"]}' \
  --release-label emr-5.31.0 \
  --instance-groups '[{"InstanceCount":4,"EbsConfiguration":{"EbsBlockDeviceConfigs":[{"VolumeSpecification":{"SizeInGB":750,"VolumeType":"gp2"},"VolumesPerInstance":2}]},"InstanceGroupType":"CORE","InstanceType":"m5.4xlarge","Name":"Hadoop Workers"},{"InstanceCount":1,"InstanceGroupType":"MASTER","InstanceType":"m5.4xlarge","Name":"Hadoop Master"}]' \
  --configurations '[{"Classification":"hdfs-site","Properties":{"dfs.replication":"1"}},{"Classification":"mapred-site","Properties":{"mapreduce.map.memory.mb":"3584","mapreduce.reduce.memory.mb":"8192","mapreduce.map.java.opts":"-Xmx3072m","mapreduce.reduce.java.opts":"-Xmx7168m"}},{"Classification":"yarn-site","Properties":{"yarn.nodemanager.resource.cpu-vcores":"13","yarn.nodemanager.resource.memory-mb":"52428","yarn.scheduler.maximum-allocation-mb":"52428","yarn.app.mapreduce.am.resource.mb":"2048"}},{"Classification": "hbase-env","Configurations": [{"Classification": "export","Properties": {"HBASE_REGIONSERVER_OPTS": "-Xmx49152m"},"Configurations": []}]}]' \
  --auto-scaling-role EMR_AutoScaling_DefaultRole \
  --ebs-root-volume-size 100 \
  --service-role EMR_DefaultRole \
  --name 'Kylin3 benchmark' \
  --scale-down-behavior TERMINATE_AT_TASK_COMPLETION \
  --region cn-northwest-1


  aws emr create-cluster --applications Name=Hadoop Name=Hive Name=Spark Name=ZooKeeper Name=Tez Name=Ganglia \
    --tags 'Project=Kylin_Benchmark' 'Owner=xiaoxiang.yu' \
    --ec2-attributes '{"KeyName":"?","AdditionalSlaveSecurityGroups":["?"],"InstanceProfile":"EMR_EC2_DefaultRole","SubnetId":"?","EmrManagedSlaveSecurityGroup":"?","EmrManagedMasterSecurityGroup":"?","AdditionalMasterSecurityGroups":["?"]}' \
    --release-label emr-5.31.0 \
    --instance-groups '[{"InstanceCount":4,"EbsConfiguration":{"EbsBlockDeviceConfigs":[{"VolumeSpecification":{"SizeInGB":400,"VolumeType":"gp2"},"VolumesPerInstance":2}]},"InstanceGroupType":"CORE","InstanceType":"m5.4xlarge","Name":"Hadoop Workers"},{"InstanceCount":1,"InstanceGroupType":"MASTER","InstanceType":"m5.4xlarge","Name":"Hadoop Master"}]' \
    --configurations '[{"Classification":"hdfs-site","Properties":{"dfs.replication":"1"}},{"Classification":"mapred-site","Properties":{"mapreduce.map.memory.mb":"3584","mapreduce.reduce.memory.mb":"8192","mapreduce.map.java.opts":"-Xmx3072m","mapreduce.reduce.java.opts":"-Xmx7168m"}},{"Classification":"yarn-site","Properties":{"yarn.nodemanager.resource.cpu-vcores":"13","yarn.nodemanager.resource.memory-mb":"52428","yarn.scheduler.maximum-allocation-mb":"52428","yarn.app.mapreduce.am.resource.mb":"2048"}}]' \
    --auto-scaling-role EMR_AutoScaling_DefaultRole \
    --ebs-root-volume-size 100 \
    --service-role EMR_DefaultRole \
    --name 'Kylin4 Benchmark' \
    --scale-down-behavior TERMINATE_AT_TASK_COMPLETION \
    --region cn-northwest-1