你将学到什么
The anatomy of a multicore-based computer
Advanced design concepts used in future multicore-based computers
How computer design affects how energy-efficiently and fast a program can execute on future computer systems
How taught design concepts are used in modern multicore-based computer systems
课程概况
In this computer science course, you will learn advanced concepts underpinning the design of today’s multicore-based computers. Additionally, you will learn how design decisions affect energy efficiency and performance.
Overall, topics include fundamentals on exploiting parallelism among instructions such as out-of-order execution, branch prediction, exception handling and advanced concepts of memory systems including prefetching and cache coherency. These concepts are fundamental for future computer systems to maximize compute efficiency.
You will also engage with a community of learners with similar interests to share knowledge.
The course is derived from Chalmers’s advanced graduate course in computer architecture. Prospective students should have a foundation in basic computer design, as offered by, for example, in “Computer System Design – Improving Energy Efficiency and Performance.“
课程大纲
Week 1: Instruction and thread-level parallelism and models for parallel and out-of-order execution (1 hour)
Multicore systems: It is all about parallelism. Fundamentals.
Microarchitecture fundamentals.
Memory systems fundamentals.
Performance fundamentals.
Energy fundamentals.
Putting it together.
Week 2: Speculative execution = OoO + branch prediction + Exception handling (1 hour)
Baseline model and out-of-order completion.
Tomasulo algorithm: step 1.
Tomasulo algorithm: step 2.
Branch prediction.
Exception handling.
Speculative execution.
Week 3: Advanced topics on cache design (1 hour)
Fundamentals of memory design.
The 3C model.
Replacement algorithms.
Prefetching algorithms.
Memory systems (DRAM).
Memory systems (Virtual memory and virtualization).
Week 4: Multicore design: multithreading and cache coherence (1 hour)
Multicore design challenges.
Multithreading fundamentals.
Multithreading design alternatives (fine/course, SMT).
Cache coherence concepts.
Interconnection concepts.
Putting it together.
预备知识
This course addresses students/professionals with an undergraduate degree from a computer science/engineering program with basic knowledge in computer organization including familiarity with basic concepts of computer design, as well as pipelining and caches. Students lacking familiarity to these concepts can learn those from ChM007x.
