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Wednesday, January 31, 2018

AWS AI & Machine Learning Web Day | May 23rd 2017 - YouTube
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An Amazon Machine Image (AMI) is a special type of virtual appliance that is used to create a virtual machine within the Amazon Elastic Compute Cloud ("EC2"). It serves as the basic unit of deployment for services delivered using EC2.


Video Amazon Machine Image



Contents

Like all virtual appliances, the main component of an AMI is a read-only filesystem image that includes an operating system (e.g., Linux, Unix, or Windows) and any additional software required to deliver a service or a portion of it.

An AMI includes the following:

  • A template for the root volume for the instance (for example, an operating system, an application server, and applications)
  • Launch permissions that control which AWS accounts can use the AMI to launch instances
  • A block device mapping that specifies the volumes to attach to the instance when it's launched

The AMI filesystem is compressed, encrypted, signed, split into a series of 10 MB chunks and uploaded into Amazon S3 for storage. An XML manifest file stores information about the AMI, including name, version, architecture, default kernel id, decryption key and digests for all of the filesystem chunks.

An AMI does not include a kernel image, only a pointer to the default kernel id, which can be chosen from an approved list of safe kernels maintained by Amazon and its partners (e.g., Red Hat, Canonical, Microsoft). Users may choose kernels other than the default when booting an AMI.


Maps Amazon Machine Image



Operating systems

When it launched in August 2006, the EC2 service offered Linux and later Sun Microsystems' OpenSolaris and Solaris Express Community Edition. In October 2008, EC2 added the Windows Server 2003 and Windows Server 2008 operating systems to the list of available operating systems. As of December 2010, it has also been reported to run FreeBSD; in March 2011, NetBSD AMIs became available. In November 2012, Windows Server 2012 support was added.

Amazon Linux AMI

Amazon has their own Linux distribution based on Red Hat Enterprise Linux. This offering has been in production since September 2011, and in development since 2010. The most recent release is version 2017.09 and uses version 4.9.51 of the Linux kernel, among other enhancements.


Regression Prediction using AWS Machine Learning - Data Science ...
src: vozag.com


Types of images

  • Public: an AMI that can be used by anyone.
  • Paid: a for-pay AMI that is registered with Amazon DevPay and can be used by anyone who subscribes for it. DevPay allows developers to mark-up Amazon's usage fees and optionally add monthly subscription fees.
  • Shared: a private AMI that can only be used by Amazon EC2 users who are allowed access to it by the developer.

Introducing Amazon Machine Learning - YouTube
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References


The State of AI - Internet of Ideas
src: marionoioso.com


External links

  • Creating and preparing AMIs
  • Amazon Web Services Developer Community : Amazon Machine Images (AMIs)
  • Amazon Linux AMI

Source of article : Wikipedia