Abstract: Structured data templates and invocation statements may be used to dynamically define values, which allows for more efficient data encoding than traditional techniques. A given structured data template may be assigned a template identifier. A writer may generate an invocation statement that references a template identifier for a particular structured data template in order to generate a more compact representation of a structured portion of source data (based on the structured data template matching the structured portion of data). The structured data template may specify that any number of the fields is an “unassigned” field. The invocation statement may specify values for these fields, resulting in a more compact representation of the structured portion of data. The use of an invocation statement and a structured data template eliminates the repetitive scaffolding of an object being written out.

Abstract: Methods and systems for program code conversion for cross-platform compatibility are disclosed. A plurality of original function calls are identified in an original program. The original program is targeted to a first platform, and the original function calls comprise invocations of a plurality of functions implemented on the first platform. It is determined whether individual ones of the original function calls correspond to alternative function calls in an index. For the original function calls that correspond to the alternative function calls in the index, the original function calls are replaced with corresponding alternative function calls in a modified program. The modified program is targeted to a second platform, and the alternative function calls comprise invocations of a plurality of functions implemented on the second platform.

Abstract: Techniques for tracking, profiling and recognizing attributes associated with transactions associated with computer system services. A bitmap representation of the unique identifiers created from name-value pairs of attributes is created and one or more operations are performed on the representation to process the bitmap representation. The one or more operations include operations to, for example, compress the bitmap representation, sub-sample the bitmap representation, locate patterns of attributes within the bitmap representation and other such processing operations. The processed bitmaps may then be further queried to analyze the event data.