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This application will allow you to install and run Linux on Android !
...The application requires superuser rights (ROOT).Installing a new operating system takes about 15 minutes. The recommended minimum size of a disk image is 1024 MB (with LXDE), and without a GUI - 512 MB.
Noroot Method:
Install MOBICONSOLE addon and then install the linux on a non-rooted phone.