Systems and methods for managing network operations

A system for managing network operations, the system comprising:

• a plurality of network components, in which each network component generates a plurality of network component data, the plurality of network component data including an available bandwidth subset;
• a plurality of local servers, wherein each of the plurality of local servers includes a processor, a memory, and a mediation node that further includes at least one local baseline module, in which each local mediation node receives the corresponding plurality of network component data and associates a plurality of time series data and a network topology with the network component data;
• a central server including a central processor, a central memory, and a central mediation node that further includes at least one central baseline module, wherein the central mediation node is communicatively coupled to the plurality of local mediation nodes;
• at least one subset of the plurality of network component data selected by at least one of the central mediation node and the plurality of local mediation nodes;
• at least one of the at least one local baseline module and the at least one central baseline module receives the subset of the network component data, wherein the baseline module generates at least one baseline for anomaly detection;
• at least one of the plurality of local mediation nodes and the central mediation node configured to fuse at least two subset baselines into a combined baseline;
• at least one application component communicatively coupled to the central mediation node, wherein the application component receives the time series data, the plurality of subsets of the network component data, and a plurality of baselines, the plurality of baseline including the subset baselines;
• and
• wherein the application component identifies a relationship between the time series data, the plurality of subsets of the network component data and the plurality of baselines.

A method for managing network operations for a plurality of network components, the method comprising,

• receiving, by a mediation node residing on a server having a processor and memory, a plurality of network component data for each of the plurality of network components, the plurality of network component data including an available bandwidth subset, wherein the mediation node associates a plurality of time series data and a network topology with the network component data;
• selecting, by the mediation node, at least one subset of network component data;
• generating at least two baselines for anomaly detection from the subsets of the network component data with at least one baseline module residing within the mediation node;
• fusing, by the mediation node, at least two subset baselines into a combined baseline;
• enabling at least one application component to be communicatively coupled to the mediation node, wherein the application component receives the time series data, the plurality of subsets of the network component data and a plurality of baselines, the plurality of baselines including the subset baselines;
• and
• identifying a relationship between the time series data, the plurality of subsets of the network component data and the plurality of baselines, wherein the application component identifies the relationship.

A method for managing network operations for a plurality of network components, the method comprising:

• receiving, by a local mediation node residing on a local server, a plurality of network component data for each of the plurality of network components, the plurality of network component data including an available bandwidth subset, wherein the local mediation node associates a plurality of time series data and a network topology with the network component data;
• communicatively coupling a plurality of local mediation nodes to a central mediation node, wherein each of the plurality of local mediation nodes resides on a local server and the central mediation node resides on a central server;
• selecting at least one subset of the plurality of network component data, wherein the selection of the subset of the plurality of the network component data is performed by at least one of the local mediation node and the central mediation node;
• generating at least two baselines for anomaly detection from the subsets of the network component data with at least one baseline module, wherein each of the central mediation node and the plurality of local mediation nodes include a baseline module;
• fusing at least two baselines into a combined baseline, wherein the fusion is performed by one of the central mediation node and the plurality of local mediation nodes;
• enabling at least one application component to be communicatively coupled to the central mediation node, wherein the application component receives the time series data, the plurality of subsets of the network component data and a plurality of baselines, the plurality of baseline including the subset baselines;
• and
• identifying a relationship between the time series data, the plurality of subsets of the network component data and the plurality of baselines, wherein the application component identifies the relationship.

A system for managing network operations, the system comprising:

• a plurality of network components, in which each network component generates a plurality of network component data, the plurality of network component data including a processor temperature subset;
• a server including a processor, memory, and a mediation node that further includes at least one baseline module, in which the mediation node also receives the plurality of network component data and associates a plurality of time series data and a network topology with the network component data;
• a plurality of subsets of network component data selected by the mediation node;
• the at least one baseline module receives the plurality of subsets of network component data, wherein the baseline module generates a plurality of baselines for anomaly detection, wherein each of the plurality of baselines correspond to one of the plurality of received subsets;
• the mediation node configured to fuse at least two subset baselines into a combined baseline;
• at least one application component communicatively coupled to the mediation node, wherein the application component receives the time series data, the plurality of subsets of the network component data, and a plurality of baselines, wherein the plurality of baselines include the subset baselines and the combined baseline;
• and
• wherein the application component identifies a relationship between the time series data, the plurality of subsets of network component data and the plurality of baselines.