| 摘要 |
A system and method for efficient whole program profiling of software applications. A computing system comprises a dynamic binary instrumentation (DBI) tool coupled to a virtual machine configured to translate and execute binary code of a software application. The binary code is augmented with instrumentation and analysis code during translation and execution. Characterization information of each basic block is stored as each basic block is executed. A dynamic binary analysis (DBA) tool inspects this information to identify hierarchical layers of cycles within the application that describe the dynamic behavior of the application. A sequence of basic blocks may describe paths, a sequence of paths may describe a stratum, and a sequence of strata may describe a stratum layer. Statistics of these layers and hot paths may be determined and stored. This data storage yields a whole program profile comprising program phase changes that accurately describes the dynamic behavior of the application. |
