Learn to reason about performance across system layers. Understand, with the example of Java, how language, compiler, virtual machine, operating system, and computer architecture work together.
This course teaches how the various layers of a computer system interact and affect the resulting performance. It performs two cuts down the system stack: one about the 'state' and the other about the 'behavior' of a system. The discussion of 'state' investigates memory usage of applications, leak detection, garbage collection, virtual memory management, and cache performance. The discussion of 'behavior' investigates call graphs, dynamic class loading, shared libraries and dynamic linking, control flow graphs, exception handling, compiler optimizations, and branch prediction.
Participation in class session and solution of lab/homework assignments (mostly programming in Java).
Written in-class final exam (if possible).
No textbook is required. The material will be distributed in class (e.g., via slides, videos, and other material made available on the course web site). This course uses Informa as a learning platform. Check the "Software Performance" course site, with course themes, topics, skills, labs, readings, and more at https://informa.inf.usi.ch/courses
Master of Science in Informatics, Elective course, 1st year
Master of Science in Informatics, Elective course, 2nd year
Master of Science in Software & Data Engineering, Foundation course, 2nd year