Software Performance (Lecture)

Instructors: Matthias Hauswirth

Academic Programs: Master of Science in Informatics

Workload: 6 ECTS

Description

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. The course uses Java virtual machines and their internal operation as a running example and teaches basic static and dynamic program analysis techniques. Given the quantitative aspects of performance, the course introduces basic instrumentation and measurement tools, experimentation and evaluation approaches, and data analysis and visualization techniques.

I can't fill your head with knowledge. You have to suck it up yourself.

 
Area
Programming Languages

Create languages for humans to tell computers what to do. More...

 
Area
Computer Systems

Provide the platform on which to build and run applications. More...

 
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