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E2C Visual Simulator Quiz
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E2C Visual Simulator Quiz

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Questions and Answers

Which aspect of distributed computing has been indispensable throughout history?

  • Accelerator technologies
  • Heterogeneity (correct)
  • Performance
  • Domain-specific computing

    • What are examples of accelerator technologies mentioned in the text?

  • Performance and heterogeneity
  • Distributed systems
  • ASICs and FPGA
  • GPUs and TPUs (correct)

    • Why has understanding the ramifications of heterogeneity become more critical?

  • Due to the performance of distributed systems
  • Due to the history of heterogeneous computing
  • Due to the emergence of domain-specific computing
  • Due to the increasing popularity of accelerator technologies (correct)

    • What is challenging to effectively educate students about?

    <p>The potential impacts of heterogeneity on system performance</p> Signup and view all the answers

    Which laboratory is the affiliation of the authors?

    <p>High Performance Cloud Computing (HPCC) Laboratory</p> Signup and view all the answers

    What is the main challenge in allocating user requests for different ML applications on Heterogeneous Edge Computing Systems (HEC)?

    <p>Fulfilling latency constraints</p> Signup and view all the answers

    What types of resources are commonly used in edge-based machine learning systems?

    <p>CPU, GPU, and/or FPGA</p> Signup and view all the answers

    What is the purpose of edge computing in IoT-based systems?

    <p>To enable concurrent execution of ML applications</p> Signup and view all the answers

    What is the main focus of the FELARE research paper?

    <p>Fair scheduling of ML tasks</p> Signup and view all the answers

    What are the limitations of edge-based machine learning systems mentioned in the text?

    <p>Battery-powered and energy-limited</p> Signup and view all the answers

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