Before Eclipse started with bundling Eclipse into EE, C++, etc bundles. There were pain to install Eclipse and to get all it's plugins right. Then the bundles came. You download a zip file and unzipped and off you go.
But a better way is to have RPM packages of everything. And that is done with Fedora. (That is also done in Ubuntu, but they don't have any modern version of Eclipse available.)
To install Eclipse 4.3.1 (Kepler)
$ yum install eclipse-platform
Now you can search and install Eclipse plugin
$ yum search eclipse
...
eclipse-gef.noarch : Graphical Editing Framework (GEF) Eclipse plugin
eclipse-anyedit.noarch : AnyEdit plugin for eclipse
eclipse-avr.noarch : AVR Eclipse Plugin Sources
eclipse-cdt.x86_64 : Eclipse C/C++ Development Tools (CDT) plugin
eclipse-changelog.noarch : Eclipse ChangeLog plug-in
eclipse-checkstyle.noarch : Checkstyle plugin for Eclipse
eclipse-cmakeed.noarch : CMake Editor plug-in for Eclipse
eclipse-dltk.noarch : Dynamic Languages Toolkit (DLTK) Eclipse plugin
eclipse-dtp.noarch : Eclipse Data Tools Platform
eclipse-eclox.noarch : Eclipse-based doxygen plugin
eclipse-egit.noarch : Eclipse Git Integration
eclipse-egit-github.noarch : Eclipse EGit Mylyn GitHub Connector
eclipse-emf.noarch : Eclipse Modeling Framework (EMF) Eclipse plugin
eclipse-epic.noarch : Perl Eclipse plug-in
eclipse-fedorapackager.noarch : Fedora Packager for Eclipse
eclipse-findbugs.noarch : Eclipse plugin for FindBugs
eclipse-jbosstools.noarch : Eclipse plugins that support JBoss and related technology
eclipse-jgit.noarch : Eclipse JGit
eclipse-linuxtools.noarch : Linux specific Eclipse plugins
eclipse-m2e-core.noarch : Maven integration for Eclipse
$ yum install eclipse-gef eclipse-anyedit eclipse-changelog eclipse-checkstyle eclipse-dltk eclipse-dtp eclipse-egit eclipse-emf eclipse-fedorapackager eclipse-findbugs eclipse-jbosstools eclipse-m2e-core eclipse-subclipse
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