The invention discloses a
data management method based on a distributed storage
system, relates to the technical field of
data management, and is used for solving the problem of
storage management behavior strategy mismatch. On the basis of dynamic
perception of
data access behaviors in a distributed storage
system, a behavior
feature vector fusing an access
mutation rate, periodicity and an access span is constructed, behavior
pattern recognition and strategy
structure generation are completed,
optimal deployment and hierarchical storage of copies are achieved through node resource state
perception and construction of a cost function, and the strategy
structure generation efficiency is improved. And after compression and consistency configuration are executed and the strategy falls to the ground, the
compressibility and the offset trend of the behavior path are analyzed, scheduling management information is extracted, and a stable execution or strategy adjustment
signal is generated, so that the problem of
strategy execution mismatching caused by behavior
perception deficiency in the distributed storage
system is reduced, and the
strategy execution efficiency is improved. The strategy closed-
loop control and the
resource scheduling optimization under behavior driving are realized, so that the
data management efficiency and the strategy
adaptation capability of the distributed storage system are improved.