Thank you guys for your comments.
As AllDodge said if it was cavitation there would be signs on tip of the blade. But if it was material fault should not there be some failure signs on the blade root on the leading side as well? The marks are only on the trailing side of blade root.
Can it be that it is a design flaw which results in very low pressures on the trailing side of the blade roots?