how can I install Percona Server on Red Hat Community version i.e. on Fedora?

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Currently I am working on Fedora 21. I want to install Percona server but it seems it does not support for community version. Is there any workaround for this??

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You'll be fine to download the RPMs from Percona.com

https://www.percona.com/downloads/Percona-Server-5.7/Percona-Server-5.7.11-4/binary/redhat/6/x86_64/Percona-Server-5.7.11-4-r5c940e1-el6-x86_64-bundle.tar

Untar the archive and perform the install using YUM so that Fedora can satisfy any dependencies;

bash-4.3# cat /etc/issue Fedora release 21 (Twenty One) Kernel \r on an \m (\l)

bash-4.3# yum install -y Percona-Server-server-57-5.7.11-4.1.el6.x86_64.rpm Percona-Server-client-57-5.7.11-4.1.el6.x86_64.rpm Percona-Server-shared-57-5.7.11-4.1.el6.x86_64.rpm

bash-4.3# rpm -qa | grep -i percona Percona-Server-shared-57-5.7.11-4.1.el6.x86_64 Percona-Server-client-57-5.7.11-4.1.el6.x86_64 Percona-Server-server-57-5.7.11-4.1.el6.x86_64