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Georgia Institute of Technology

High Performance Computer Architecture

Georgia Institute of Technology via Udacity

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Overview

This class is offered as CS6290 at Georgia Tech where it is a part of the Online Masters Degree (OMS). Taking this course here will not earn credit towards the OMS degree.

The course begins with a lesson on performance measurement, which leads to a discussion on the necessity of performance improvement.

Pipelining, the first level of performance refinement, is reviewed. The weaknesses of pipelining will be exposed and explored, and various solutions to these issues will be studied. The student will learn hardware, software, and compiler based solutions to these issues.

Syllabus

  • Introduction and Trends
    • Computer Architecture & Tech Trends,Moore's Law,Processor Speed, Cost, Power,Power Consumption,Fabrication Yield
  • Performance Metrics and Evaluation
    • Measuring Performance,Benchmarks Standards,Iron Law of Performance,Amdahl's Law,Lhadma's Law
  • Pipelining Review
    • Pipeline CPI,Processor Pipeline Stalls,Data Dependencies,Pipelining Outro
  • Branches
    • Branch Prediction,Direction Predictor,Hierarchical Predictors,PShare
  • Predication
    • If Conversion,Conditional Move,MOVc Summary
  • Instruction Level Parallelism (ILP)
    • ILP Intro,RAW Dependencies,WAW Dependencies,Duplicating Register Values,Instruction Level Parallelism (ILP)
  • Instruction Scheduling
    • Improving IPC,Tomasulo's Algorithm,Load and Store Instructions
  • ReOrder Buffer
    • Exceptions in Out Of Order Execution,Branch Misprediction,Hardware Organization with ROB
  • Memory Ordering
    • Memory Access Ordering,When Does Memory Write Happen,Out of Order Load Store Execution,Store to Load Forwarding,LSQ, ROB, and RS
  • Memory
    • How Memory Works,One Memory Bit SRAM,One Memory Bit DRAM,Fast Page Mode,Connecting DRAM To The Processor
  • Multi-Processing
    • Flynn's Taxonomy of Parallel Machines,Multiprocessor Needs Parallel Programs!,Centralized Shared Memory,Distributed Shared Memory,Message Passing Vs Shared Memory,Shared Memory Hardware,SMT Hardware Changes,SMT and Cache Performance

Taught by

Milos Prvulovic

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Reviews

5.0 rating, based on 1 Class Central review

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  • Profile image for Neha Gholkar
    Neha Gholkar
    Excellent Course. I really like it. IT is helping me in filling all the gaps in my knowledge about hpc and arhcitecture
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