Race Conditions - Yousef's Notes
Race Conditions

Race Conditions

  • Non-determinism
    • The outcome is unpredictable and varies with different runs of the program, even if the input remains the same.
  • Concurrency
    • Race conditions arise in concurrent environments where tasks are executed in parallel.
  • Shared Resources
    • Access to shared resources (like global variables, static variables, or shared hardware resources) without proper synchronization is a common cause.
  • Timing Sensitivity
    • The occurrence of a race condition often depends on the sequence and timing of uncontrollable events, such as the scheduling order of threads by the Operating System

#Common Scenarios Leading to Race Conditions

  • Check-Then-Act Operations
    • If a thread checks a condition (like if a resource is available) and then acts on it (accesses the resource), the condition may change after the check but before the action, due to another concurrent thread.
  • Read-Modify-Write Sequences
    • When multiple threads read a value from a shared variable, modify it, and then write it back, the final value may reflect only one of the modifications, losing the others.
  • Improper use of Synchronization Primitives
    • Even with synchronization mechanisms in place (like Mutexes or Semaphores), incorrect usage can still lead to race conditions, such as forgetting to lock a mutex or incorrect ordering of lock acquisition.

#Prevention and Mitigation

  • Mutexes, locks, and condition variables
    • Use mutexes or locks to ensure that only one thread can access a critical section of code at a time.
  • Atomic Operations
    • Utilize atomic operations provided my many programming languages and frameworks that ensure a sequence of operations is treated as a single, indivisible step.
  • Design Strategies
    • Architectural changes, such as reducing the sharing of mutable data between threads or using immutable data structures, can inherently prevent race conditions.