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 (C)</p> Signup and view all the answers

Which laboratory is the affiliation of the authors?

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

What is the main focus of the FELARE research paper?

<p>Fair scheduling of ML tasks (D)</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 (A)</p> Signup and view all the answers

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