STORAGE OF MASS DATA FOR MONITORING

摘要

Disclosed are various embodiments for processing and storing mass data, where the data may include metrics generated based on performance of an event in a monitored system. Metrics describing a state of a monitored system may be received, accessed, and aggregated to generate a data model that describes performance of the monitored system. The metrics utilized in generating the data model may be disregarded after the data model has been generated. An output describing the state of the monitored system may be generated based on the data model, and the output may be communicated over a network, for example, to a requesting service.

主权项

1. A system, comprising:
at least one computing device; and program instructions executable in the at least one computing device that, when executed, cause the at least one computing device to:
access a plurality of metrics generated based on an event performed by a monitored system, wherein the plurality of metrics describe a state of a monitored system for at least one of a plurality of periods of time;generate a data model that describes a performance of the monitored system by aggregating the plurality of metrics, the data model being generated for the at least one of the plurality of periods of time utilizing individual ones of the plurality of metrics having a timestamp falling within the at least one of the plurality of periods of time, wherein the data model consumes less storage space in memory than the plurality of metrics;disregard the individual ones of the plurality of metrics utilized in generating the data model after the data model has been generated;generate an output describing the state of the monitored system based at least in part on the data model; andsend the output describing the monitored system.