Method and system for resolving data inconsistency

A system for resolving data inconsistency in a distributed system having a plurality of replica instances, comprising:

• a probability assigning module configured to
• in response to a read request of at least one data element, retrieve a key-specific probability value for the at least one data element of the read request, and
• compute a self-healing probability of the at least one data element of the read request based on a system load of the distributed system and the retrieved key-specific probability value;
• a transaction generating module operatively coupled to the probability assigning module, configured to generate a self-healing transaction that includes the at least one data element of the read request based on the self-healing probability of the at least one data element;
• and
• a transaction dispatcher operatively coupled to the transaction generating module, configured to apply, via a data replication bus, the generated self-healing transaction to at least some of the plurality of replica instances in the distributed system to resolve data inconsistency.

A machine-readable tangible and non-transitory medium having information for resolving data inconsistency in a distributed system having a plurality of replica instances recorded thereon, wherein the information, when read by the machine, causes the machine to perform the following:

• in response to a read request of at least one data element, retrieving a key-specific probability value for the at least one data element of the read request;
• computing a self-healing probability of the at least one data element of the read request based on a system load of the distributed system and the retrieved key-specific probability value;
• generating a self-healing transaction that includes the at least one data element of the read request based on the self-healing probability of the at least one data element;
• and
• applying the generated self-healing transaction to at least some of the plurality of replica instances in the distributed system to resolve data inconsistency.