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Questions and Answers
What is a characteristic of symmetric (shared-memory) multiprocessors?
What is a characteristic of symmetric (shared-memory) multiprocessors?
What is a potential bottleneck in symmetric multiprocessors?
What is a potential bottleneck in symmetric multiprocessors?
What is another name for symmetric multiprocessors?
What is another name for symmetric multiprocessors?
In which type of multiprocessor do processors share a single centralized memory?
In which type of multiprocessor do processors share a single centralized memory?
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What is a characteristic of MIMD architecture?
What is a characteristic of MIMD architecture?
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In which type of multiprocessor do processors communicate through networks?
In which type of multiprocessor do processors communicate through networks?
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What is the main advantage of distributed shared memory in terms of memory bandwidth?
What is the main advantage of distributed shared memory in terms of memory bandwidth?
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What is the primary characteristic of SMP (Symmetric Multi-Processing) architecture?
What is the primary characteristic of SMP (Symmetric Multi-Processing) architecture?
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What is the main challenge in DSM (Distributed Shared Memory) architecture?
What is the main challenge in DSM (Distributed Shared Memory) architecture?
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What is the key difference between SMP and DSM architectures?
What is the key difference between SMP and DSM architectures?
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What is the primary advantage of SMP architecture in terms of cost?
What is the primary advantage of SMP architecture in terms of cost?
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What is the role of caches in SMP architecture?
What is the role of caches in SMP architecture?
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What is the primary characteristic of multicomputers?
What is the primary characteristic of multicomputers?
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What is the communication model used in SMP architecture?
What is the communication model used in SMP architecture?
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What is the market trend observed in SMP architecture?
What is the market trend observed in SMP architecture?
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What is the primary application of multicomputers?
What is the primary application of multicomputers?
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What are the key characteristics of Multiprocessors in terms of control and memory sharing?
What are the key characteristics of Multiprocessors in terms of control and memory sharing?
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How do multiple processors share resources in terms of cache, memory, and I/O system?
How do multiple processors share resources in terms of cache, memory, and I/O system?
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What are the two types of multiprocessors classified by their memory organization?
What are the two types of multiprocessors classified by their memory organization?
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What are the characteristics of Symmetric (shared-memory) multiprocessors - SMP?
What are the characteristics of Symmetric (shared-memory) multiprocessors - SMP?
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What is the advantage of using large caches and many buses in SMP architecture?
What is the advantage of using large caches and many buses in SMP architecture?
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What is the primary characteristic of Uniform Memory Access (UMA) in SMP architecture?
What is the primary characteristic of Uniform Memory Access (UMA) in SMP architecture?
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How does distributed shared memory (DSM) address the limitations of bandwidth and access latency in larger processor counts?
How does distributed shared memory (DSM) address the limitations of bandwidth and access latency in larger processor counts?
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What is the primary difference between SMP and DSM architectures in terms of memory access?
What is the primary difference between SMP and DSM architectures in terms of memory access?
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How do multicomputers differ from SMP and DSM architectures in terms of memory and interconnection?
How do multicomputers differ from SMP and DSM architectures in terms of memory and interconnection?
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What is the primary advantage of using a message passing model in DSM architectures?
What is the primary advantage of using a message passing model in DSM architectures?
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How do caches contribute to the efficiency of SMP architectures?
How do caches contribute to the efficiency of SMP architectures?
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What is the primary cost benefit of SMP architectures compared to DSM and multicomputers?
What is the primary cost benefit of SMP architectures compared to DSM and multicomputers?
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How does the market trend reflect the popularity of SMP and multicomputers?
How does the market trend reflect the popularity of SMP and multicomputers?
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What is the primary challenge in taking advantage of the increased memory bandwidth in DSM architectures?
What is the primary challenge in taking advantage of the increased memory bandwidth in DSM architectures?
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How do the communication models used in SMP and DSM architectures affect the complexity of synchronization?
How do the communication models used in SMP and DSM architectures affect the complexity of synchronization?
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What is the primary advantage of using OpenMP in SMP architectures?
What is the primary advantage of using OpenMP in SMP architectures?
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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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Description
This quiz assesses understanding of parallel architectures, including multiple instruction streams and multiple data streams, multiprocessors, and memory organization in high-performance computing.