To install Flume, from a terminal window type:
For RHEL or CentOS:
yum install flume yum install flume-agent #This installs init scripts
For SLES:
zypper install flume zypper install flume-agent #This installs init scripts
For Ubuntu and Debian:
apt-get install flume apt-get install flume-agent #This installs init scripts