How do I address more than 1GB RAM on 32 bit Red Hat Enterprise Linux 4

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Issue

My machine has more than 1GB RAM but I am seeing the Out Of Memory Killer causing crashes when it hits less than 1GB of RAM

Environment

Red Hat Enterprise Linux 4

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