Course / Course Details

Compiler optimization techniques

  • Gayathri Perumal image

    By - Gayathri Perumal

  • 0 students
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Course Description

  • This course provides an in-depth understanding of Compiler Optimization Techniques, focusing on improving program performance, reducing execution time, and optimizing memory usage during code compilation. Learners will explore optimization strategies used in modern compilers, including code analysis, intermediate code optimization, loop transformations, register allocation, instruction scheduling, and machine-level optimizations. Through practical examples, students will understand how compilers transform source code into highly efficient executable programs.

Course Outcomes

  • Understand the fundamentals of compiler design and optimization phases
  • Analyze intermediate representation (IR) for optimization opportunities
  • Apply constant folding, constant propagation, and dead code elimination
  • Implement common subexpression elimination and copy propagation
  • Optimize loops using loop unrolling, loop invariant code motion, and strength reduction
  • Understand control flow graphs and data flow analysis techniques
  • Perform register allocation and instruction scheduling optimizations
  • Analyze machine-dependent and machine-independent optimizations
  • Improve code execution speed and memory efficiency
  • Understand peephole optimization techniques
  • Evaluate trade-offs between optimization levels and compilation time
  • Build practical knowledge of how modern compilers optimize real-world programs

Course Curriculum

  • 1 chapters
  • 69 lectures
  • 0 quizzes
  • N/A total length
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1 Serialization A Crash Course
8.13 Min


2 Amortized Analysis
21.32 Min


3 Node Based Data Structures in Java
28.02 Min


4 Event Driven Programming
10.52 Min


5 Abstraction A Programming Concept
7.51 Min


6 Introduction to Greasemonkey
18.54 Min


7 Stacks and Queues
14.46 Min


8 Eel for Python Quick and Easy GUI
19.09 Min


9 Eel for Python Quick and Easy GUI
19.09 Min


10 Build a Brute Force Sudoku Solver
35.42 Min


11 A Database Crash Course
27.31 Min


12 Compiler Optimization
11.33 Min


13 Base64 Representation
8.26 Min


14 GPU Computing
12.36 Min


15 Voronoi Diagrams Friday Minis 141
4.5 Min


16 Sine Waves
20.26 Min


17 Animate Text Fields in Blender with Python
15.14 Min


18 Program a Particle System in 30 Minutes
15.47 Min


19 Building an Arduino Light Gun
16.34 Min


20 What is Fizz Buzz
13.07 Min


21 Arduino ShiftOut Friday Minis 206
3.26 Min


22 4 pin Pushbuttons Friday Minis 214
3.34 Min


23 Linked Lists
7.53 Min


24 Markov Chains Make a Chatting AI
26.34 Min


25 Integrated Circuits w Shift Register demo
16.25 Min


26 Styles of Programming
10.56 Min


27 Koch Curves
16.51 Min


28 Programming an Exercise Bike
23.38 Min


29 Bubble Sort on Little Man Computer
20.03 Min


30 Websockets Creating a Chat webapp
15.57 Min


31 Little Man Computer Friday Minis 157
3.56 Min


32 How to Reason about Recursion
39.37 Min


33 Easily constrain values Friday Minis 203
2.5 Min


34 A Web Development Roadmap
9.54 Min


35 Memo Tables and the Magic of Higher Order Functions in Python
28.26 Min


36 Top Down vs Bottom Up Friday Minis 188
2.32 Min


37 Code Preprocessing
23.12 Min


38 Build a queue from two stacks
11.45 Min


39 Event Loops Their Management
16.42 Min


40 Overloading in Programming
8.1 Min


41 Searching For Help Tips for Coders
13.29 Min


42 Searching For Help Tips for Coders
13.29 Min


43 CSS Sprites Yet another Web Optimization
8.2 Min


44 Interpolation Friday Minis 164
3.37 Min


45 Here s a smart one liner for you


46 Beware of this basic Python pitfall


47 Autohotkey Hotstrings Friday Minis 163
3.37 Min


48 Code Golf Friday Minis 232
4.13 Min


49 Buffer Attacks
21 Min


50 Programming Typing Conventions
13.43 Min


51 Finite State Machines Friday Minis 168
3.27 Min


52 Heuristics Friday Minis 169
3.11 Min


53 Bookmarklets Friday Minis 217
3.34 Min


54 Asking Questions Online
12.5 Min


55 Logical Short Circuiting
8.08 Min


56 Java Varargs Friday Minis 191
2.26 Min


57 Metaprogramming Friday Minis 153
3 Min


58 Garbage Collection Friday MInis 224
5.52 Min


59 Program Checksums Signatures Friday Minis 228
4 Min


60 Minification Friday Minis 166
3.52 Min


61 2D Arrays Revisited Friday Minis 225
4.5 Min


62 The Increment Operator Friday Minis 154
3.59 Min


63 Question Mark Operator Friday Minis 151
4.15 Min


64 0612 s Volume Mod
8.17 Min


65 Exceptions Friday Minis 212
3.25 Min


66 Decrement While Friday Minis 219
3.38 Min


67 Formatting Strings Friday Minis 229
4.29 Min


68 2D Arrays Friday Minis 222
4.03 Min


69 Returning to Parameters Friday Minis 226
4.18 Min


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