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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?

The potential impacts of heterogeneity on system performance Signup and view all the answers

Which laboratory is the affiliation of the authors?

High Performance Cloud Computing (HPCC) Laboratory 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)?

Fulfilling latency constraints Signup and view all the answers

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

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

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

To enable concurrent execution of ML applications Signup and view all the answers

What is the main focus of the FELARE research paper?

Fair scheduling of ML tasks Signup and view all the answers

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

Battery-powered and energy-limited Signup and view all the answers