Purchasing a server from a respected company instead of a desktop computer from e-machines would go a long way to reduce the number of errors. Bit rot is a common problem on desktop computers, particularly if they are overclocked or you are pushing the memory to it's limit. Just because it 'seems' stable you don't have any guarantee random memory errors aren't occurring.