Abstract: A method for processing events comprising time series data may include inferring different schema associated with the events. The method may also include storing property definitions corresponding to the events. Each property definition may include a name and a data type. The method may also include storing schema definitions corresponding to the different schema that are inferred. Each schema definition may include a set of one or more properties. The method may also include updating at least one data structure for storing information about the events based on the different schema that are inferred.

Abstract: A method for improving readability of a heatmap representing time series data may include obtaining a set of time series. Each time series may be associated with a key property and may include a set of values. The set of values in a time series may include results of performing an aggregate function with respect to a measure property in events that are associated with the key property, and at time intervals having an interval size. For each time series, an average value may be determined for the set of values within the time series. A heatmap may be rendered based on the set of time series. The set of time series may be ordered vertically in the heatmap based on the set of average values that are determined for the set of time series.

Abstract: A method for facilitating access to information contained within stored events may include receiving a request to provide information about a set of events. The set of events may correspond to time series data from a plurality of devices. The method may also include identifying patterns within the set of events in response to the request. Identifying the patterns within the set of events may include performing basket analysis. The method may also include selecting a subset of the patterns based at least partially on percentage of occurrence within the set of events and pattern similarity.

Abstract: A method for processing events comprising time series data may include inferring different schema associated with the events. The method may also include storing property definitions corresponding to the events. Each property definition may include a name and a data type. The method may also include storing schema definitions corresponding to the different schema that are inferred. Each schema definition may include a set of one or more properties. The method may also include updating at least one data structure for storing information about the events based on the different schema that are inferred.