Changes between Version 33 and Version 34 of Other/Summer/2023/Inference


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Timestamp:
Jul 12, 2023, 2:30:58 PM (17 months ago)
Author:
tm897
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  • Other/Summer/2023/Inference

    v33 v34  
    55<h1 style="text-align: center; color:#800000; font-weight: bold;" >Project Overview and Journey</h1>
    66<p><span style="color:#800000; font-weight: bold;"> Project Advisor and Mentors: </span> Professor Anand Sarwate, Professor Waheed Bajwa, Nitya Sathyavageeswaran, Vishakha Ramani, Yu Wu, Aliasghar Mohammadsalehi, Muhammad Zulqarnain </p>
    7 <p style="font-weight: bold;" ><span style="color:#800000;">Team:</span> Shreya Venugopaal, Haider Abdelrahman, Tanushree Mehta, Lakshya Gour, Yunhyuk Chang
     7<p><span style="color:#800000; font-weight: bold;">Team:</span> Shreya Venugopaal, Haider Abdelrahman, Tanushree Mehta, Lakshya Gour, Yunhyuk Chang
    88
    99**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.