Changes between Version 8 and Version 9 of Other/Summer/2023/Inference


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Timestamp:
Jul 5, 2023, 3:19:14 PM (17 months ago)
Author:
tm897
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  • Other/Summer/2023/Inference

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    21== Resilient Edge-Cloud Autonomous Learning with Timely inferences
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    5 <span style=color: #FF0000> **Resilient Edge-Cloud Autonomous Learning with Timely inferences** </span>
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     5<h1 style="text-align: center; color:#800000; font-weight: bold;" >Resilient Edge-Cloud Autonomous Learning with Timely inferences</h1>
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    87**Project Advisor and Mentors:** Professor Anand Sarwate, Professor Waheed Bajwa, Nitya Sathyavageeswaran, Vishakha Ramani, Yu Wu, Aliasghar Mohammadsalehi, Muhammad Zulqarnain
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    1312**Objective:** The purpose of this project is to use ORBIT in order to design and run experiments which will analyze the training and prediction of various ML models across multiple edge devices. Additionally, students will develop a latency profiling framework for MEC-assisted machine learning using cutting edge techniques such as splitting models across multiple orbit nodes and networks, as well as early exit. They will then analyze these models for latency and accuracy tradeoff analysis, along with measuring network delays.
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    15 Table of Contents
     14## Table of Contents
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