This issue has been resolved, actually code which is invoking ReST PUT for azure blob storage. was somehow not able to load java default trust-store.
By adding below line to load default cacert
System.setProperty("javax.net.ssl.trustStore",PATH_TO_CACERT);
System.setProperty("javax.net.ssl.trustStorePassword",PASSWORD);