Right click on project -> Run As -> Run Configurations..-> Select Arguments tab -> In VM Arguments you can increase your JVM memory allocation. Java HotSpot document will help you to setup your VM Argument HERE
I will not prefer to make any changes into eclipse.ini as minor mistake cause lot of issues. It's easier to play with VM Args
