Massive and various bad data may be introduced to load profiles in the process of data acquisition, transmission, and storage deliberately or accidentally such as cyber attacks and equipment failures.

Many critical e-commerce and financial services running on distributed data centers require high availability. Recent surveys show that the frequency and duration of failures (either partial or ...