Parallel Computing Concepts Quiz
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Questions and Answers

What is the concept of embarrassingly parallel computation?

  • It refers to problems that require complex synchronization among processors.
  • It refers to problems that are only suitable for single-core processors.
  • It refers to problems that can be easily divided into independent units of work. (correct)
  • It refers to problems that can only be solved using distributed memory systems.
  • What is the characteristic of shared-memory systems?

  • They allow multiple processors to access the same memory location. (correct)
  • They require distributed memory for efficient operation.
  • They are only compatible with static assignment of tasks.
  • They restrict memory access to a single processor at a time.
  • What is the key feature of multi-core processors?

  • They integrate multiple processing units on a single chip. (correct)
  • They rely on distributed memory for efficient computation.
  • They are designed for sequential execution of tasks.
  • They can only perform static assignment of tasks.
  • What is the key difference between dynamic and static assignment in parallel computing?

    <p>Dynamic assignment allows tasks to be assigned to processors at runtime, while static assignment assigns tasks to processors at the beginning.</p> Signup and view all the answers

    What does SPMD stand for in the context of parallel computing?

    <p>Single Program, Multiple Data</p> Signup and view all the answers

    Which statement best describes the concept of speedup in parallel computing?

    <p>Speedup is the measure of how much faster a parallel algorithm runs compared to a sequential algorithm on a single processor.</p> Signup and view all the answers

    Which type of memory system shares a single memory space among multiple processors?

    <p>Distributed memory</p> Signup and view all the answers

    What concept involves dividing a program into smaller tasks that can be executed simultaneously on different processors?

    <p>Embarrassingly parallel computation</p> Signup and view all the answers

    Which type of processor architecture integrates multiple processing units on a single chip?

    <p>Multi-core processors</p> Signup and view all the answers

    Study Notes

    Parallel Computing Concepts

    • Embarrassingly parallel computation refers to a type of computation where a problem can be divided into smaller, independent tasks that can be executed simultaneously with minimal communication between tasks.

    Multiprocessing Systems

    • Shared-memory systems are characterized by multiple processors sharing a common memory space, where all processors can access the same memory.

    Multi-Core Processors

    • The key feature of multi-core processors is the integration of two or more processing units (cores) on a single chip, increasing processing power and efficiency.

    Task Assignment

    • Dynamic assignment in parallel computing involves assigning tasks to processors at runtime, whereas static assignment involves assigning tasks to processors at compile time; the key difference is the flexibility in task allocation.

    Parallel Computing Acronyms

    • SPMD stands for Single Program, Multiple Data, a parallel programming model where multiple processors execute the same program on different data elements.

    Speedup in Parallel Computing

    • Speedup in parallel computing refers to the improvement in execution time of a program when executed in parallel, compared to sequential execution.

    Memory Systems

    • Shared-memory systems share a single memory space among multiple processors, providing efficient data sharing and communication between processors.

    Parallel Program Design

    • Divide and Conquer is a concept in parallel computing where a program is divided into smaller tasks that can be executed simultaneously on different processors, increasing overall processing power.

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    Description

    Test your knowledge of parallel computing concepts with this true/false quiz covering dynamic and static assignment, SPMD, shared-memory, distributed memory, multi-core processors, embarrassingly parallel computation, and speedup. Answer 20 questions to gauge your understanding of these key concepts.

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