Network embedded framework for distributed network analytics
A network analytics controller is established in a network. The network includes a plurality of nodes. A plurality of network analytics agents is established; each agent at a node of the network. Network analytics configuration parameters, including a network analytics scope, are received at the networks analytics controller. A task is assigned to each agent at a node determined to be within the network analytics scope, the task comprising that portion of the network analytics specified in the network analytics configuration parameters relevant to the corresponding node. The assigned task is performed at each agent assigned a task. The networks analytics controller receives the results of each performed task, and aggregates the received results.
1 . A method comprising:
configuring a network analytics agent within a first network via a communications network between the network analytics agent and a network analytics controller;
receiving first telemetry data at the network analytics agent, and at least partially processing the first telemetry data at the network analytics agent to create first at least partially processed data, wherein the first at least partially processed data is created at least partly from applying a first analytics function to the first telemetry data;
forwarding the first at least partially processed data to the network analytics controller, the first at least partially processed data having a first scope;
adjusting the configuration of the network analytics agent in response to a dynamic change in observations associated with the network; and
receiving second telemetry data at the network analytics agent, and at least partially processing the second telemetry data at the network analytics agent to create second at least partially processed data, wherein the second at least partially processed data is created at least partly from applying a second analytics function to the second telemetry data; and
forwarding the second at least partially processed data to the network analytics controller, wherein the second at least partially processed data has a second scope due to a difference between the first analytics function and the second analytics function.
2 . The method of claim 1 , further comprising again performing the configuring, receiving, forwarding, adjusting, receiving, and forwarding operations relative to a plurality of network analytics agents.
3 . The method of claim 2 , wherein the network analytics controller comprises a collector to receive and collate the first telemetry data and the second telemetry data from a plurality of network analytics agents.
4 . The method of claim 2 , wherein the network analytics controller comprises a user interface allowing users to configure parameters for the plurality of network analytics agents.
5 . The method of claim 2 , wherein the network analytics controller comprises a user interface allowing users to view collated results from the plurality of network analytics agents.
6 . The method of claim 1 , wherein the dynamic change in the observations associated with the network is detected in the first at least partially processed data received by the network analytics controller.
7 . The method of claim 1 , wherein the dynamic change in the observations associated with the network is related to a health status of one or more nodes on the network.
8 . A system comprising:
a plurality of network-connected nodes, each node including a processor, a memory, and a network interface;
wherein a first node is designated as a network analytics controller, and at least two nodes are designated as network analytics agents;
further including a set of instructions which, when interpreted by the processors within the system, cause the system to perform operations including:
configuring the network analytics agents by the network analytics controller; at each network analytics agent:
receiving first telemetry data at a first time, and processing a first portion of the first telemetry data at the network analytics agent using a first analytics function; and
forwarding the first portion of the first telemetry data to the network analytics controller, the first portion of the first telemetry data having a first scope;
by the network analytics controller, adjusting the configuration of the network analytics agents in response to a dynamic change in observations associated with the network;
receiving second telemetry data at a second time at the network analytics agents, and processing a second portion of the second telemetry data at the network analytics agents using a second analytics function; and
forwarding the second portion of the second telemetry data to the network analytics controller, wherein the second portion of the second telemetry data has a second scope due to a difference in the first and second analytics functions.
9 . The system of claim 8 , wherein the network analytics controller comprises a collector to receive and collate the first portion of the first telemetry data from a plurality of network analytics agents.
10 . The system of claim 8 , wherein the network analytics controller comprises a user interface allowing users to configure parameters for the plurality of network analytics agents.
11 . The system of claim 8 , wherein the network analytics controller comprises a user interface allowing users to view collated results from the plurality of network analytics agents.
12 . The system of claim 8 , wherein the dynamic change in the observations associated with the network is detected in the first portion of the first telemetry data received by the network analytics controller.
13 . The system of claim 8 , wherein the dynamic change in the observations associated with the network is related to a health status of one or more nodes on the network.
14 . A non-transitory, non-volatile computer-readable medium comprising instructions, which when interpreted by processors within a plurality of network-connected nodes, cause the network-connected nodes to perform operations including:
configuring a plurality of nodes as network analytics agents by a node configured as a network analytics controller;
at each network analytics agent:
receiving first telemetry data at a first time, and processing a first portion of the first telemetry data at the network analytics agent using a first analytics function; and
forwarding the first portion of the first telemetry data to the network analytics controller, the first portion of the first telemetry data having a first scope;
by the network analytics controller, adjusting the configuration of the network analytics agents in response to a dynamic change in observations associated with the network;
receiving second telemetry data at a second time at the network analytics agents, and processing a second portion of the second telemetry data at the network analytics agents using a second analytics function; and
forwarding the second portion of the second telemetry data to the network analytics controller, wherein the second portion of the second telemetry data has a second scope due to a difference in the first and second analytics functions.
15 . The non-transitory, non-volatile computer-readable medium of claim 14 , wherein the operations performed by the network analytics controller comprise receiving and collating the first portion of the first telemetry data from a plurality of network analytics agents.
16 . The non-transitory, non-volatile computer-readable medium of claim 14 , wherein the operations performed by the network analytics controller comprise providing a user interface allowing users to configure parameters for the plurality of network analytics agents.
17 . The non-transitory, non-volatile computer-readable medium of claim 14 , wherein the operations performed by the network analytics controller comprise providing a user interface allowing users to view collated results from the plurality of network analytics agents.
18 . The non-transitory, non-volatile computer-readable medium of claim 14 , wherein the dynamic change in the observations associated with the network is detected in the first portion of the first telemetry data received by the network analytics controller.
19 . The non-transitory, non-volatile computer-readable medium of claim 14 , wherein the dynamic change in the observations associated with the network is related to a health status of one or more nodes on the network.