Use -Xmx to set the maximum heap size (which may use hard drive space as Java heap). e.g. set the max heap size to 10GB:

java -Xmx10g MainClass

It may be further optimized using garbage collectors such ConcurrentMarkSweep:

java -Xmx10g -XX:+UseConcMarkSweepGC MainClass