Detecting Imbalances in Data Traffic for Distributed Data Centers

A system comprising:

• one or more processors;
• and
• a computer-readable storage medium storing instructions that are executable by the one or more processors to perform operations comprising:
• obtaining a set of data samples corresponding to respective data traffic at a plurality of data centers;
• generating, based on a set of weight-transformed data samples corresponding to the set of data samples, a plurality of subsets of weight-transformed data samples associated with respective intervals of time, wherein a subset of weight-transformed data samples of the plurality of subsets of weight-transformed data samples corresponds to a balanced state associated with the respective data traffic at the plurality of data centers;
• generating respective indices associated with the plurality of subsets of weight-transformed data samples, the respective indices indicating at least one of the balanced state associated with the respective data traffic at the plurality of data centers or an imbalanced state associated with the respective data traffic at the plurality of data centers;
• and
• transmitting a message indicating at least one index of the respective indices failing to satisfy at least one threshold value, the at least one index being associated with at least one subset of weight-transformed data samples of the plurality of subsets of weight-transformed data samples.

A computer-implemented method comprising:

• obtaining a set of data samples corresponding to respective data traffic at a plurality of data centers;
• generating, based on a set of weight-transformed data samples corresponding to the set of data samples, a plurality of subsets of weight-transformed data samples associated with respective intervals of time, wherein a subset of weight-transformed data samples of the plurality of subsets of weight-transformed data samples corresponds to a balanced state associated with the respective data traffic at the plurality of data centers;
• generating respective indices associated with the plurality of subsets of weight-transformed data samples, the respective indices indicating at least one of the balanced state associated with the respective data traffic at the plurality of data centers or an imbalanced state associated with the respective data traffic at the plurality of data centers;
• and
• transmitting instructions to cause display of a user interface indicating at least one index of the respective indices, the at least one index being associated with at least one subset of weight-transformed data samples of the plurality of subsets of weight-transformed data samples, and the at least one index failing to satisfy at least one threshold value.