Abstract: A method for automated template mining for observability of a plurality of cloud applications and services comprising: collecting a stream of a plurality of semi-structured text messages; defining a structure for a pre-processing each semi-structured text message of the plurality of semi-structured text messages for a defined observability of an event; extracting one or more occurrences of the event from the plurality of semi-structured text messages; grouping a similar event into one or more unique templates; and creating a notification for a similar event when a template of one or more unique templates is detected in the semi-structured text message.

Abstract: In one aspect, a method for automated discovery of business flows comprising: business transaction or trace data collected from requests being submitted from and to an application; and parsing each incoming trace data based on different service operations within the trace data to find unique business flows; and aggregating and compressing traces that have same repeated services and or operations into the same business flow to reduce the number of business flows for more efficient collection and monitoring by the business flow processing controller.

Abstract: A method and apparatus are disclosed for reducing or eliminating non-naturally occurring, subsurface, liquid contaminants from one or more soil formations, which involves the steps of pneumatically fracturing the soil formation to produce a fracture network; simultaneously or subsequently inserting into said fracture network and throughout adjacent portions of the soil formation, a pressurized gas stream, and introducing into the pressurized gas stream a mixture of one or more liquid amendments, wherein said pressurized gas, in conjunction with said liquid amendments, has an oxygen or other electron acceptor content sufficient to promote the growth of aerobic or other microorganisms in said fracture network, and wherein the pressurized gas has a sufficiently high gas to liquid ratio to atomize the liquid amendments, whereby the amendments are distributed throughout the soil formation.