Abstract: An apparatus and method provide for profile optimizations at a binary level. Thread specific data may be used to lay out a procedure in a binary. In one example, a hot thread may be identified and a layout may be generated based on the identified hot thread. Also, threads of an application may be ranked according to frequency of execution of the corresponding threads. The layout may be created based on the different threads of differing frequency of execution and conflicts between a hottest thread and each of the other threads of the application. In another example, different threads of the application may conflict. For example, two threads may contain operations that overlap temporally to create a race condition. A layout of the application threads may be created based on conflicting threads.

Abstract: Technologies for estimating deviations in the performance characteristics of a newer version of software relative to an older version. Such performance characteristics include cache misses, pages faults, and the like. Estimations are typically made by instrumenting and profiling an older version binary, determining differences in code blocks between the older and a newer version, propagating profile data from the older version to the newer version based on a simulation heuristic, and estimating performance deviations based on the older version, the profile data, configuration parameters, and the changes in the newer version without actually executing the newer version of the binary.

Abstract: Test suites can be optimized for more efficient software testing. A software program is instrumented and test cases of a test suite are run against the instrumented target binaries. A set of metrics are identified that can be used to capture a test case's execution and behavior and allow pairs of test cases of a test suite to be compared in a quantifiable manner. Metric values for test case pairs are generated and combined to create one or more unique signature values. Signature values are compared to cluster analogous test cases, allowing for, e.g., the association of comparable test cases, the identification of redundant test cases, and the formation of a test suite subset that can effectively test under time constraints.

Abstract: Technologies for estimating deviations in the performance characteristics of a newer version of software relative to an older version. Such performance characteristics include cache misses, pages faults, and the like. Estimations are typically made by instrumenting and profiling an older version binary, determining differences in code blocks between the older and a newer version, propagating profile data from the older version to the newer version based on a simulation heuristic, and estimating performance deviations based on the older version, the profile data, configuration parameters, and the changes in the newer version without actually executing the newer version of the binary.

Abstract: An apparatus and method provide for profile optimizations at a binary level. Thread specific data may be used to lay out a procedure in a binary. In one example, a hot thread may be identified and a layout may be generated based on the identified hot thread. Also, threads of an application may be ranked according to frequency of execution of the corresponding threads. The layout may be created based on the different threads of differing frequency of execution and conflicts between a hottest thread and each of the other threads of the application. In another example, different threads of the application may conflict. For example, two threads may contain operations that overlap temporally to create a race condition. A layout of the application threads may be created based on conflicting threads.