Abstract: For a given set of programs and their related DLLs the following tool and method finds the minimum set of DLLs for which to apply demand loading and quantifies a lower bound on the expected performance improvement that comes from applying demand loading to the identified set of DLLs. Additionally, the tool and method identifies the set of DLLs in which demand loading cannot be applied because of data exports, but which might benefit from demand loading.

Abstract: A process for building a platform compliance test for only software components necessary to an application is disclosed. Initially the application is parsed to reveal only component needed for performance of the application, those components names are then checked against components names which are available to the application. A compliance test consisting of compatibility tests associated with the available components is then generated and used to evaluate platforms in which the application is intended to be developed.

Abstract: An adaptive learning system and method. This method begins when a problem description provided by the user is received. This problem description may include non-tokenized text. The description is then searched character-by-character against a unique keyword data structure for any user-defined keywords. During this matching process, the routine examines each character in the description and compares it to the keywords in the data structure. Once all keywords are identified, the routine generates a set of solutions associated with at least one of the matching keywords. These solutions are then ranked, for example, based on how many times a respective solution has been used (to solve the problem previously) or how may matching keywords are associated with a respective solution.