Abstract: In one embodiment, a method for processing trace data is provided. The method generates trace data during execution of the target application and obtains criteria for identifying whether a value in the trace data is sensitive. An initial occurrence of a sensitive value in the trace data is identified based on the obtained criteria. The method then stores the sensitive value in a data structure accessible by an obscuring process. The obscuring process receives the trace data and obscures occurrences of the sensitive value in the trace data prior to providing the trace data for display.

Abstract: A method for storing time series data in a key-value database includes receiving time series data relating to the occurrence of an event. An addressing scheme that defines attributes for inclusion in keys for the event is analyzed. The attributes include time granularity attributes of different sizes. The method generates a key corresponding to the time series data based on the analyzing of the addressing scheme including attributes specified in the addressing scheme that are related to the event and one of the attributes represents one of the plurality of time granularity attributes. The method further issues a command to the key-value database to store a record of the occurrence of the event as a value in the key-value database where stored values in the key-value database corresponding keys may be used to satisfy queries relating to the event over a range of time.