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What is AOT compilation?

sobes.tech AI

Answer from AI

AOT compilation (Ahead-Of-Time compilation) is the process of converting source code or bytecode of a program into machine code before the application runs.

Main features:

  • Execution before launch: Compilation occurs once before execution, unlike JIT (Just-In-Time) compilation, which occurs during runtime.
  • Creating an executable file: The result is an executable file specific to the target architecture and operating system.
  • No compilation phase during runtime: This eliminates the overhead of compilation during the program's operation.

Advantages:

  • Faster startup time: The program is ready to run immediately, without delays for JIT compilation.
  • Optimization: The compiler can perform more aggressive optimizations based on the entire program, not just parts of it.
  • Predictable performance: The absence of a JIT phase eliminates "warm-up" time and provides more stable response times.
  • Reduced resource requirements during execution: No need to keep the JIT compiler in memory or run its processes.
  • Smaller file size: In some cases, AOT-compiled programs can be smaller because they do not contain the JIT compiler and related metadata.

Disadvantages:

  • Longer build time: The compilation process can take a significant amount of time.
  • Lack of dynamic optimization: No ability to apply optimizations based on real-time execution and profiling.
  • Creating platform-specific binaries: Each target platform requires a separate build.
  • Larger binary size: Sometimes, AOT can lead to increased size due to including all necessary code and dependencies.

Examples of use:

  • .NET Native
  • OpenJDK (GraalVM Native Image)
  • Go
  • Rust
  • Some JavaScript frameworks (e.g., Angular with AOT)

AOT compilation is often used in scenarios where startup time is critical, predictable performance is required, or deployment on resource-constrained devices is necessary.