This is an informal series of three lectures designed to explain the underlying program analysis and code generation technology in compilers for high performance. The course will be aimed at anyone interested in learning more about the foundations of research in this area, as well as parallel programmers and computer architects interested in understanding the capabilities and limitations of compiler technology.