Streaming server statistics and predictive mitigation

A system comprising:

• a plurality of storage drives of a storage server;
• and
• a telecommunications network that provides communication between the plurality of storage drives, wherein the telecommunications network:
• receives operational data from the plurality of storage drives of the storage server;
• derives a plurality of operational coefficients for each of the plurality of storage drives based on the operational data;
• generates a cluster plot comprising the plurality of operational coefficients for each of the plurality of storage drives;
• calculates a distance between a subset of each operational coefficient of the plurality of operational coefficients of the cluster plot;
• determining an outlier storage drive based at least on the calculated distance between the subset of each operational coefficient of the plurality of operational coefficients of the cluster plot, wherein the outlier storage drive is the furthest away from the cluster plot;
• and
• initiating a remedial action on the outlier storage drive, wherein the remedial action of the outlier storage drive comprises maintenance, removal, or any combination thereof.

A non-transitory computer-readable medium comprising instructions stored thereon, the instructions executable by one or more processors of a computing system to:

• receive operational data from a plurality of storage drives of a storage server of a telecommunications network;
• derive a plurality of operational coefficients for each of the plurality of storage drives based on the operational data;
• generate a cluster plot comprising the plurality of operational coefficients for each of the plurality of storage drives;
• calculate a distance between a subset of each operational coefficient of the plurality of operational coefficients of the cluster plot;
• determining an outlier storage drive based at least on the calculated distance between the subset of each operational coefficient of the plurality of operational coefficients of the cluster plot, wherein the outlier storage drive is the furthest away from the cluster plot;
• and
• initiating a remedial action on the outlier storage drive, wherein the remedial action of the outlier storage drive comprises maintenance, removal, or any combination thereof.