Slides-Cap8-Part1-Parallel Architectures Quiz
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Questions and Answers

What is a characteristic of symmetric (shared-memory) multiprocessors?

  • Each processor has its own memory.
  • Processors have equal access to a single centralized memory. (correct)
  • Memory is distributed among multiple nodes.
  • Processors communicate through networks.
  • What is a potential bottleneck in symmetric multiprocessors?

  • Cache size
  • Number of cores
  • Network topology
  • Memory/bus (correct)
  • What is another name for symmetric multiprocessors?

  • 1 a.k.a. (correct)
  • Distributed shared memory
  • Single instruction stream, multiple data streams
  • Multiprocessor system
  • In which type of multiprocessor do processors share a single centralized memory?

    <p>Symmetric multiprocessors</p> Signup and view all the answers

    What is a characteristic of MIMD architecture?

    <p>Multiple instruction streams, multiple data streams</p> Signup and view all the answers

    In which type of multiprocessor do processors communicate through networks?

    <p>Nothing</p> Signup and view all the answers

    What is the main advantage of distributed shared memory in terms of memory bandwidth?

    <p>Increasing memory bandwidth</p> Signup and view all the answers

    What is the primary characteristic of SMP (Symmetric Multi-Processing) architecture?

    <p>Processors share a single memory with uniform access times</p> Signup and view all the answers

    What is the main challenge in DSM (Distributed Shared Memory) architecture?

    <p>Complex communication among processors</p> Signup and view all the answers

    What is the key difference between SMP and DSM architectures?

    <p>SMP has uniform memory access, while DSM has non-uniform memory access</p> Signup and view all the answers

    What is the primary advantage of SMP architecture in terms of cost?

    <p>Reduced hardware requirements</p> Signup and view all the answers

    What is the role of caches in SMP architecture?

    <p>Providing locality and replication</p> Signup and view all the answers

    What is the primary characteristic of multicomputers?

    <p>Processors with independent memories and address spaces</p> Signup and view all the answers

    What is the communication model used in SMP architecture?

    <p>Implicit communication through memory access</p> Signup and view all the answers

    What is the market trend observed in SMP architecture?

    <p>Bigger market share, both in dollars and units</p> Signup and view all the answers

    What is the primary application of multicomputers?

    <p>Clusters for systems on the internet</p> Signup and view all the answers

    What are the key characteristics of Multiprocessors in terms of control and memory sharing?

    <p>Tightly coupled processors, controlled by a single OS, sharing memory through a shared address space</p> Signup and view all the answers

    How do multiple processors share resources in terms of cache, memory, and I/O system?

    <p>Options include sharing cache, memory, and I/O system, or memory and I/O system, or I/O system, or nothing, typically communicating through networks</p> Signup and view all the answers

    What are the two types of multiprocessors classified by their memory organization?

    <p>Symmetric (shared-memory) multiprocessors - SMP and distributed shared memory - DSM</p> Signup and view all the answers

    What are the characteristics of Symmetric (shared-memory) multiprocessors - SMP?

    <p>Up to 32 cores, single centralized memory, uniform access time, and potential bottleneck in memory/bus</p> Signup and view all the answers

    What is the advantage of using large caches and many buses in SMP architecture?

    <p>Avoiding bottlenecks in memory/bus</p> Signup and view all the answers

    What is the primary characteristic of Uniform Memory Access (UMA) in SMP architecture?

    <p>Equal access to all of the memory from all of the processors</p> Signup and view all the answers

    How does distributed shared memory (DSM) address the limitations of bandwidth and access latency in larger processor counts?

    <p>DSM increases bandwidth and reduces access latency by distributing memory to multiple nodes, allowing each node to be a small distributed system with centralized memory.</p> Signup and view all the answers

    What is the primary difference between SMP and DSM architectures in terms of memory access?

    <p>SMP has uniform access times to memory, while DSM has non-uniform memory access (NUMA) times, depending on the location of the data word in memory.</p> Signup and view all the answers

    How do multicomputers differ from SMP and DSM architectures in terms of memory and interconnection?

    <p>Multicomputers have independent memories and address spaces, and communicate through interconnection networks.</p> Signup and view all the answers

    What is the primary advantage of using a message passing model in DSM architectures?

    <p>The message passing model allows for explicit communication between processors, which is necessary for synchronization in distributed memory systems.</p> Signup and view all the answers

    How do caches contribute to the efficiency of SMP architectures?

    <p>Caches provide locality and replication, reducing the need for memory bandwidth and increasing the efficiency of SMP architectures.</p> Signup and view all the answers

    What is the primary cost benefit of SMP architectures compared to DSM and multicomputers?

    <p>SMP architectures require less extra hardware and are based on general-purpose processors, making them more cost-effective.</p> Signup and view all the answers

    How does the market trend reflect the popularity of SMP and multicomputers?

    <p>SMP architectures have a larger market share in terms of both dollars and units, while multicomputers are popular in cluster systems for internet-based systems.</p> Signup and view all the answers

    What is the primary challenge in taking advantage of the increased memory bandwidth in DSM architectures?

    <p>The primary challenge is the increased effort required in software to take advantage of the increased memory bandwidth.</p> Signup and view all the answers

    How do the communication models used in SMP and DSM architectures affect the complexity of synchronization?

    <p>The implicit communication model used in SMP architectures simplifies synchronization, while the explicit communication model used in DSM architectures introduces additional synchronization challenges.</p> Signup and view all the answers

    What is the primary advantage of using OpenMP in SMP architectures?

    <p>OpenMP provides a thread-based model for parallel programming, allowing for efficient use of multiple processors in SMP architectures.</p> Signup and view all the answers

    Study Notes

    Overview of Parallel Architectures

    • Parallel architectures are classified as Multiple Instruction Streams, Multiple Data Streams (MIMD)
    • Multiprocessors are computers consisting of tightly coupled processors with a single OS and shared address space

    Memory Organization

    • Multiprocessors can have different memory organization options:
      • Shared cache, memory, and I/O system
      • Shared memory and I/O system
      • Shared I/O system
      • No shared resources, communicating through networks

    Multiprocessor Types

    • Symmetric Multiprocessors (SMP):
      • Processors have equal access to centralized memory
      • Uniform access time to memory (UMA)
      • May have memory/bus bottlenecks
      • Use of large caches and many buses
    • Distributed Shared Memory (DSM):
      • Larger processor counts (e.g., 16-64 cores)
      • Distributed memory to increase bandwidth and reduce access latency
      • Communicating data among processors is more complex
      • Nonuniform memory access (NUMA)

    Memory Architecture

    • SMP:
      • Processors share a single memory with uniform access times
    • DSM:
      • Processors share the same address space, not necessarily the same physical memory
    • Multicomputers:
      • Processors with independent memories and address spaces
      • Communicate through interconnection networks

    Communication Models

    • SMP:
      • Central memory with thread and fork-join model
      • Implicit communication through memory access
    • DSM:
      • Distributed memory with message passing model
      • Explicit communication through message passing
      • Synchronization problems

    Market Share

    • SMP:
      • Bigger market share in terms of dollars and units
      • Multiprocessors in a chip
    • Multicomputers:
      • Popularization of clusters for systems on the internet
      • Massively parallel processors (MPP) with >100 processors

    Overview of Parallel Architectures

    • Parallel architectures are classified as Multiple Instruction Streams, Multiple Data Streams (MIMD)
    • Multiprocessors are computers consisting of tightly coupled processors with a single OS and shared address space

    Memory Organization

    • Multiprocessors can have different memory organization options:
      • Shared cache, memory, and I/O system
      • Shared memory and I/O system
      • Shared I/O system
      • No shared resources, communicating through networks

    Multiprocessor Types

    • Symmetric Multiprocessors (SMP):
      • Processors have equal access to centralized memory
      • Uniform access time to memory (UMA)
      • May have memory/bus bottlenecks
      • Use of large caches and many buses
    • Distributed Shared Memory (DSM):
      • Larger processor counts (e.g., 16-64 cores)
      • Distributed memory to increase bandwidth and reduce access latency
      • Communicating data among processors is more complex
      • Nonuniform memory access (NUMA)

    Memory Architecture

    • SMP:
      • Processors share a single memory with uniform access times
    • DSM:
      • Processors share the same address space, not necessarily the same physical memory
    • Multicomputers:
      • Processors with independent memories and address spaces
      • Communicate through interconnection networks

    Communication Models

    • SMP:
      • Central memory with thread and fork-join model
      • Implicit communication through memory access
    • DSM:
      • Distributed memory with message passing model
      • Explicit communication through message passing
      • Synchronization problems

    Market Share

    • SMP:
      • Bigger market share in terms of dollars and units
      • Multiprocessors in a chip
    • Multicomputers:
      • Popularization of clusters for systems on the internet
      • Massively parallel processors (MPP) with >100 processors

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    csc25-chapter_08-4-14_part1.pdf

    Description

    This quiz assesses understanding of parallel architectures, including multiple instruction streams and multiple data streams, multiprocessors, and memory organization in high-performance computing.

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