Agentless Active and Available Inventory Discovery
A computer system pulls observability data (metrics, logs, events, alerts, inventory) for a plurality of components from remote servers, which may be part of a cloud computing platform. The components may be application instances, containers, storage volumes, pods, or other components. The computer system derives a utilization metric for each components and each of one or more types of computing resources: compute, memory, and storage. The utilization metrics are compared to available inventory of computing resources to obtain an active and available inventory (AAI). The one or more components may be modified based on the AAI such as by adding a component, deleting a component, or moving a component to a new host.
1 . An apparatus comprising:
a computing device including one or more processing devices and one or more memory devices operably coupled to the one or more processing devices, the one or more memory devices storing executable code that, when executed by the one or more processing devices, causes the one or more processing devices to:
receive log data from one or more remote servers over a network;
process the log data to obtain a utilization of computing resources of the one or more remote servers by one or more components executing on the one or more remote servers; and
determine active and available inventory of the computing resources of the one or more remote servers according to the utilization.
2 . The apparatus of claim 1 , wherein the computing resources include one or more of processor time, memory, or storage.
3 . The apparatus of claim 1 , wherein processing the log data comprises aggregating log messages in the log data to obtain a utilization metric for each component of the one or more components.
4 . The apparatus of claim 1 , further comprising modifying the one or more components based on the active and available inventory.
5 . A method comprising:
receiving, by a first computer system, log data from one or more remote servers connected to the first computer system by a network;
processing, by the first computer system, the log data to obtain a utilization of computing resources of the one or more remote servers by one or more components executing on the one or more remote servers; and
calculating, by the first computer system, active and available inventory of the computing resources of the one or more remote servers according to the utilization.
6 . The method of claim 5 , wherein the computing resources include processor time.
7 . The method of claim 5 , wherein the computing resources include memory.
8 . The method of claim 5 , wherein the computing resources include storage.
9 . The method of claim 5 , wherein the computing resources include all of processor time, memory, and storage.
10 . The method of claim 5 , wherein processing the log data comprises enriching the log data to obtain enriched data.
11 . The method of claim 10 , wherein processing the log data to obtain enriched data comprises executing one or more vector remap language (VRL) statements with respect to the log data.
12 . The method of claim 5 , wherein processing the log data comprises aggregating log messages in the log data to obtain a utilization metric for each component of the one or more components.
13 . The method of claim 5 , further comprising modifying the one or more components based on the active and available inventory.
14 . The method of claim 13 , wherein modifying the one or more components comprises moving a component of the one or more components to a different server of the one or more remote servers.
15 . The method of claim 13 , wherein modifying the one or more components comprises removing a component from the one or more components.
16 . The method of claim 13 , wherein modifying the one or more components comprises adding a new component to the one or more components.
17 . The method of claim 5 , wherein the one or more components include one or more instances of one or more applications.
18 . The method of claim 5 , wherein the one or more components include a container.
19 . The method of claim 5 , wherein the one or more components include a storage volume.
20 . The method of claim 5 , wherein the one or more remote servers are part of a cloud computing platform.