Compiler Design and Implementation for Low-Level Systems

Master the art of compiler construction, from lexical analysis to code generation, and unlock the secrets of low-level systems programming.

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Introduction to Compilers and Low-Level Systems

Unit 1: The Compiler's Role and Landscape

Unit 2: Compiler Architecture

Unit 3: Low-Level Systems and Compiler Challenges

Lexical Analysis: Tokenization and Regular Expressions

Unit 1: Introduction to Lexical Analysis

Unit 2: Regular Expressions for Token Specification

Unit 3: Regex for Programming Constructs & FA

Implementing a Lexical Analyzer with Flex

Unit 1: Introduction to Flex

Unit 2: Flex Specification File Structure

Unit 3: Regular Expressions in Flex

Unit 4: Compiling and Running Flex

Unit 5: Building a Simple Lexer

Syntax Analysis: Context-Free Grammars and Parsing

Unit 1: Introduction to Syntax Analysis and CFGs

Unit 2: Ambiguity, Grammar Types, and ASTs

Unit 3: Practical Considerations and Examples

Top-Down Parsing: LL(1) Parsers

Unit 1: Introduction to Top-Down Parsing

Unit 2: FIRST and FOLLOW Sets

Unit 3: LL(1) Parsing Tables

Unit 4: Recursive-Descent Parsing

Bottom-Up Parsing: LR(0), SLR(1), and LALR(1) Parsers

Unit 1: Introduction to Bottom-Up Parsing

Unit 2: LR(0) Parsing

Unit 3: SLR(1) Parsing

Unit 4: LALR(1) Parsing

Using Bison for Parser Generation

Unit 1: Introduction to Bison

Unit 2: Bison Specification File Structure

Unit 3: Grammar Rules and Actions

Unit 4: Compiling and Running Bison Parsers

Unit 5: Practical Bison Implementation

Abstract Syntax Trees (ASTs)

Unit 1: AST Fundamentals

Unit 2: Designing ASTs

Unit 3: AST Construction

Unit 4: AST Usage and Benefits

Semantic Analysis: Type Checking

Unit 1: Introduction to Type Checking

Unit 2: Implementing Type Checking Rules

Unit 3: Symbol Tables and Type Checking

Semantic Analysis: Symbol Tables and Scope Resolution

Unit 1: Symbol Table Fundamentals

Unit 2: Scope Resolution Techniques

Unit 3: Symbol Table Management

Intermediate Code Generation: Introduction to IR

Unit 1: Understanding Intermediate Representation

Unit 2: Exploring Different IR Types

Unit 3: IR in Practice

Intermediate Code Generation: Three-Address Code

Unit 1: Introduction to Three-Address Code

Unit 2: Representing Language Constructs in TAC

Unit 3: TAC Generation and Optimization

Code Optimization: Introduction and Basic Blocks

Unit 1: Introduction to Code Optimization

Unit 2: Basic Blocks and Control Flow Graphs

Unit 3: Data Flow Analysis and Optimization

Code Optimization: Local Optimizations

Unit 1: Introduction to Local Optimizations

Unit 2: Constant Folding and Propagation

Unit 3: Dead Code Elimination and Algebraic Simplification

Unit 4: Implementing and Evaluating Local Optimizations

Unit 5: Advanced Local Optimization Techniques

Code Optimization: Global Optimizations

Unit 1: Introduction to Global Optimizations

Unit 2: Common Subexpression Elimination (CSE)

Unit 3: Loop Invariant Code Motion (LICM)

Unit 4: Strength Reduction

Unit 5: Data Flow Analysis Techniques

Code Generation: Instruction Selection

Unit 1: Introduction to Instruction Selection

Unit 2: Instruction Selection Techniques

Unit 3: Advanced Topics and Challenges

Code Generation: Register Allocation

Unit 1: Introduction to Register Allocation

Unit 2: Graph Coloring Register Allocation

Unit 3: Linear Scan Register Allocation

Unit 4: Advanced Topics and Implementation

Code Generation: Calling Conventions

Unit 1: Introduction to Calling Conventions

Unit 2: Common Calling Conventions

Unit 3: Implementing Calling Conventions

Target Architecture: x86 Assembly

Unit 1: x86 Architecture Fundamentals

Unit 2: x86 Registers and Data Types

Unit 3: x86 Instruction Set and Addressing Modes

Target Architecture: ARM Assembly

Unit 1: Introduction to ARM Architecture

Unit 2: ARM Register Set and Usage

Unit 3: ARM Instruction Set and Addressing Modes

Unit 4: Writing ARM Assembly Code

Compiler Construction Tools: LLVM

Unit 1: Introduction to LLVM

Unit 2: Working with LLVM Tools

Unit 3: Building a Simple Compiler with LLVM

Compiler Construction Tools: GCC

Unit 1: Introduction to GCC

Unit 2: Setting Up and Using GCC

Unit 3: GCC for Compiler Development

Unit 4: Advantages and Advanced Features

Putting It All Together: Building a Simple Compiler

Unit 1: Planning and Setup

Unit 2: Implementing the Front End

Unit 3: Implementing the Back End

Unit 4: Testing, Debugging, and Evaluation

Advanced Topics: Just-In-Time (JIT) Compilation

Unit 1: JIT Compilation Fundamentals

Unit 2: JIT Compilation Techniques

Unit 3: Implementing a Simple JIT Compiler

Advanced Topics: Garbage Collection

Unit 1: Introduction to Garbage Collection

Unit 2: Basic Garbage Collection Algorithms

Unit 3: Advanced Garbage Collection Techniques

Advanced Topics: Compiler Security

Unit 1: Introduction to Compiler Security

Unit 2: Specific Vulnerabilities and Mitigations

Unit 3: Advanced Security Techniques

Advanced Optimization Techniques: Loop Unrolling

Unit 1: Understanding Loop Unrolling

Unit 2: Implementing Loop Unrolling

Unit 3: Evaluating Loop Unrolling

Advanced Optimization Techniques: Inlining

Unit 1: Introduction to Function Inlining

Unit 2: Inlining Implementation

Unit 3: Advanced Inlining Techniques and Evaluation

Advanced Optimization Techniques: Vectorization

Unit 1: Introduction to Vectorization

Unit 2: Vectorization Techniques

Unit 3: Implementing Vectorization in a Compiler

Compiler Design for Embedded Systems: Constraints and Considerations

Unit 1: Embedded Systems: Unique Challenges

Unit 2: Optimization Techniques for Embedded Systems

Unit 3: Specialized Compiler Techniques & Tools

Compiler Design for Operating Systems: Kernel Compilation

Unit 1: Kernel Compilation Fundamentals

Unit 2: Generating Kernel-Ready Code

Unit 3: Specialized Compiler Techniques

Intermediate Code Optimization: Data Flow Analysis

Unit 1: Introduction to Data Flow Analysis

Unit 2: Reaching Definitions Analysis

Unit 3: Live Variable Analysis

Unit 4: Available Expressions Analysis

Intermediate Code Optimization: Static Single Assignment (SSA)

Unit 1: Introduction to SSA

Unit 2: Converting to SSA Form

Unit 3: Optimizations on SSA Form

Code Generation: Instruction Scheduling

Unit 1: Introduction to Instruction Scheduling

Unit 2: Instruction Scheduling Algorithms

Unit 3: Advanced Scheduling Techniques

Code Generation: Peephole Optimization

Unit 1: Introduction to Peephole Optimization

Unit 2: Common Peephole Optimization Techniques

Unit 3: Implementing and Evaluating Peephole Optimization

Memory Management in Compilers: Stack Allocation

Unit 1: Stack Allocation Fundamentals

Unit 2: Implementing Stack Allocation

Unit 3: Limitations and Considerations

Memory Management in Compilers: Heap Allocation

Unit 1: Heap Allocation Fundamentals

Unit 2: Heap Allocation Strategies

Unit 3: Challenges and Garbage Collection

Debugging and Profiling Compiled Code

Unit 1: Introduction to Debugging Compiled Code

Unit 2: Using Debuggers Effectively

Unit 3: Profiling Compiled Code

Compiler Testing and Validation

Unit 1: Fundamentals of Compiler Testing

Unit 2: Testing Specific Compiler Phases

Unit 3: Regression Testing and Validation

Cross-Compilation and Toolchains

Unit 1: Understanding Cross-Compilation

Unit 2: Building and Configuring Toolchains

Unit 3: Using and Debugging Cross-Compiled Code

Unit 4: Challenges and Advanced Topics

Compiler Design for Domain-Specific Languages (DSLs)

Unit 1: Introduction to Domain-Specific Languages

Unit 2: Designing a DSL

Unit 3: Compiling and Optimizing DSLs

Compiler Design for Parallel Architectures

Unit 1: Introduction to Parallel Architectures and Compilation

Unit 2: Automatic Parallelization Techniques

Unit 3: Optimizing for Multi-Core Processors

Unit 4: Optimizing for GPUs

Unit 5: Advanced Topics and Challenges

Compiler Design for Security: Buffer Overflow Protection

Unit 1: Understanding Buffer Overflows

Unit 2: Compiler-Based Defenses

Unit 3: Limitations and Secure Coding

Compiler Design for Security: Control Flow Integrity (CFI)

Unit 1: CFI Fundamentals

Unit 2: Implementing CFI

Unit 3: CFI Performance and Variants

Advanced Code Generation Techniques: SIMD Instructions

Unit 1: SIMD Instruction Set Fundamentals

Unit 2: Generating SIMD Code

Unit 3: Optimizing for SIMD Architectures

Advanced Code Generation Techniques: GPU Code Generation

Unit 1: GPU Architecture Fundamentals

Unit 2: Generating GPU Code

Unit 3: Optimizing GPU Execution

Unit 4: Challenges and Compiler Support

Compiler as a Service (CaaS) and Cloud-Based Compilation

Unit 1: Introduction to Compiler as a Service (CaaS)

Unit 2: Building and Deploying Compilers in the Cloud

Unit 3: Challenges and Tools in CaaS

The Future of Compiler Design: Emerging Trends

Unit 1: New Hardware and Compiler Adaptations

Unit 2: Compilers and AI/ML Integration

Unit 3: Future Directions and Challenges