{"id":71,"date":"2024-08-26T18:27:59","date_gmt":"2024-08-26T18:27:59","guid":{"rendered":"https:\/\/mingyueji.ece.ufl.edu\/?page_id=71"},"modified":"2024-08-26T18:27:59","modified_gmt":"2024-08-26T18:27:59","slug":"codes","status":"publish","type":"page","link":"https:\/\/faculty.eng.ufl.edu\/mingyueji\/codes\/","title":{"rendered":"Codes"},"content":{"rendered":"<h2>Coded Storage Elastic Computing over Amazon EC2<\/h2>\n<ul>\n<li>A Practical Algorithm Design and Evaluation for heterogeneous elastic computing with stragglers:\n<ul>\n<li>Codes: <a href=\"https:\/\/github.com\/C3atUofU\/Coded-Storage-Elastic-Computing-over-Amazon-EC2\">here<\/a>.<\/li>\n<li>IEEE Globecom 2021 (<b>best paper award<\/b>) Presentation by Mingyuue Ji: <a href=\"https:\/\/youtu.be\/z79rppDRZFk\">here<\/a>.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2>Coded Storage Elastic Computing over Raspberry Pi Edge Network<\/h2>\n<ul>\n<li>Codes: <a href=\"https:\/\/github.com\/C3atUofU\/Wireles-Edge-Heterogeneous-Coded-Storage-Elastic-Computing-System\">here<\/a>.<\/li>\n<li>Presentation: <a href=\"https:\/\/www.dropbox.com\/scl\/fi\/uuld1atkvfz33w8et0rcl\/GoodrichFinalPresentation.mp4?rlkey=vrfm14ugxf4vasshyp9j0ifdo&amp;dl=0\">here<\/a><\/li>\n<\/ul>\n<h2>Hierarchical Federated Learning<\/h2>\n<ul>\n<li>Demystifying Why Local Aggregation Helps: Convergence Analysis of Hierarchical SGD:\n<ul>\n<li>Codes: <a href=\"https:\/\/github.com\/C3atUofU\/Hierarchical-SGD\">here<\/a>.<\/li>\n<li>AAAI 2022 Presentation by Jiayi Wang: <a href=\"https:\/\/youtu.be\/aii1cZMI52k\">here<\/a>.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2>Coded Distributed Computing over Amazon EC2<\/h2>\n<ul>\n<li>Hypercuboid Coded Distributed Computing:\n<ul>\n<li>Codes: <a href=\"https:\/\/github.com\/C3atUofU\/Coded-Distributed-Computing-over-AWS\">here<\/a>.<\/li>\n<li>IEEE ICC 2020 Presentation by Nicholas Woolseay: <a href=\"https:\/\/www.dropbox.com\/s\/enn11740vqkjvie\/1570601422.mp4?dl=0\">here<\/a>.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2>Wireless Distributed Computing and Federated Learning<\/h2>\n<ul>\n<li>Coded data shuffling in Federated Learning:\n<ul>\n<li>Codes: <a href=\"https:\/\/github.com\/C3atUofU\/Wireless-Distributed-Computing-and-Federated-Learning\">here<\/a>.<\/li>\n<li>Presentations by Michael Crabtree (senior project): <a href=\"https:\/\/www.dropbox.com\/s\/wmvfwss0yioawgq\/crabtree.mp4?dl=0\">presentation<\/a>, <a href=\"https:\/\/www.dropbox.com\/s\/zjhg4cxq8alyms6\/crabtree_demo.mp4?dl=0\">demo<\/a>, <a href=\"https:\/\/www.dropbox.com\/s\/4chlew77feqal4u\/final%20paper.pdf?dl=0\">report<\/a>.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2>Gradient Coding over Raspberry Pi Edge Network<\/h2>\n<ul>\n<li>Codes: <a href=\"https:\/\/github.com\/C3atUofU\/Wireless-Edge-Coded-Distributed-Computing-and-Machine-Learning-System\">here<\/a>.<\/li>\n<li>Presentation: <a href=\"https:\/\/www.dropbox.com\/scl\/fi\/w2rasnwfwerd4nby8koze\/HenryCrandall-FinalPresentation.mp4?rlkey=uqbrn5r9mxwnw3hzgi5uoworm&amp;dl=0\">here<\/a>.<\/li>\n<\/ul>\n<h2>Wireless Named Data Networking (NDN)<\/h2>\n<ul>\n<li>Wireless NDN using Rapsberry Pis over LoRa:\n<ul>\n<li>Codes: <a href=\"https:\/\/github.com\/C3atUofU\/Wireless-Named-Data-Networking-over-LoRa\">here<\/a>.<\/li>\n<li>Presentation by Sean Hammond and Jake Maschoff (Master Project): <a href=\"https:\/\/www.dropbox.com\/s\/hsmfr93ljvp2uu0\/Wireless_NDN_MasterProject_Presentation.mp4?dl=0\">presentation<\/a>, <a href=\"https:\/\/www.dropbox.com\/s\/of66fjg5s0ilpe6\/Masters%20Project%20Video.mp4?dl=0\">demo<\/a>.<\/li>\n<li>Presentation b L3Harris Clinic Team (Bryan Hatasaka, Katlynne Bills, Garrick Clegg, Jason Stauffer, Thomas Van Hook): <a href=\"https:\/\/www.dropbox.com\/s\/m2726a0nguihcma\/Final%20Presentation_1.mp4?dl=0\">here<\/a>.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Coded Storage Elastic Computing over Amazon EC2 A Practical Algorithm Design and Evaluation for heterogeneous elastic computing with stragglers: Codes: here. IEEE Globecom 2021 (best paper award) Presentation by Mingyuue Ji: here. Coded Storage Elastic Computing over Raspberry Pi Edge Network Codes: here. Presentation: here Hierarchical Federated Learning Demystifying Why Local Aggregation Helps: Convergence Analysis [&hellip;]<\/p>\n","protected":false},"author":1389,"featured_media":0,"parent":0,"menu_order":7,"comment_status":"closed","ping_status":"closed","template":"page-templates\/page-section-nav.php","meta":{"_acf_changed":false,"inline_featured_image":false,"featured_post":"","footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-71","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/faculty.eng.ufl.edu\/mingyueji\/wp-json\/wp\/v2\/pages\/71","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/faculty.eng.ufl.edu\/mingyueji\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/faculty.eng.ufl.edu\/mingyueji\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/faculty.eng.ufl.edu\/mingyueji\/wp-json\/wp\/v2\/users\/1389"}],"replies":[{"embeddable":true,"href":"https:\/\/faculty.eng.ufl.edu\/mingyueji\/wp-json\/wp\/v2\/comments?post=71"}],"version-history":[{"count":0,"href":"https:\/\/faculty.eng.ufl.edu\/mingyueji\/wp-json\/wp\/v2\/pages\/71\/revisions"}],"wp:attachment":[{"href":"https:\/\/faculty.eng.ufl.edu\/mingyueji\/wp-json\/wp\/v2\/media?parent=71"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}