create custom AMI for multinode cluster in aws

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I'm newbie to AWS. I'm supposed to create an customized AMI from which a hadoop cluster should be setup on creation of those specified no of instances.

WorkAround: I know how to create AMI from the console but using that AMI I cant setup the cluster..! And I went through cloudFormation template but I'm unable to integrate this template with the newly created AMI.

Please help me:

  • can we call the stack(template) while creating instances using AMI..?

  • can we establish hadoop cluster setup using the AMI or CloudFormation template or stacks or anything..?

NOte: we aren't supposed to use EMR for this operation.

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