{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,3]],"date-time":"2026-03-03T20:14:44Z","timestamp":1772568884394,"version":"3.50.1"},"reference-count":31,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,6,8]],"date-time":"2025-06-08T00:00:00Z","timestamp":1749340800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,6,8]],"date-time":"2025-06-08T00:00:00Z","timestamp":1749340800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100000266","name":"Engineering and Physical Sciences Research Council","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100014013","name":"UK Research and Innovation","doi-asserted-by":"publisher","award":["EP\/Y037421\/1"],"award-info":[{"award-number":["EP\/Y037421\/1"]}],"id":[{"id":"10.13039\/100014013","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,6,8]]},"DOI":"10.1109\/icc52391.2025.11161569","type":"proceedings-article","created":{"date-parts":[[2025,9,26]],"date-time":"2025-09-26T17:34:55Z","timestamp":1758908095000},"page":"4595-4602","source":"Crossref","is-referenced-by-count":7,"title":["Generative AI on the Edge: Architecture and Performance Evaluation"],"prefix":"10.1109","author":[{"given":"Zeinab","family":"Nezami","sequence":"first","affiliation":[{"name":"School of Electronic and Electrical Engineering, University of Leeds,UK"}]},{"given":"Maryam","family":"Hafeez","sequence":"additional","affiliation":[{"name":"School of Electronic and Electrical Engineering, University of Leeds,UK"}]},{"given":"Karim","family":"Djemame","sequence":"additional","affiliation":[{"name":"School of Computing, University of Leeds,UK"}]},{"given":"Syed Ali Raza","family":"Zaidi","sequence":"additional","affiliation":[{"name":"School of Electronic and Electrical Engineering, University of Leeds,UK"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"5G NR; technical specification group radio access network; NR; Release 18","year":"2023"},{"key":"ref2","volume-title":"O-ran alliance","year":"2024"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3065386"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1162\/089976600300015015"},{"key":"ref5","article-title":"Attention is all you need","author":"Vaswani","year":"2017","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3636534.3690668"},{"key":"ref7","volume-title":"Gartner hype cycle for edge computing, 2024","year":"2024"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2024.3421306"},{"key":"ref9","volume-title":"5 G network built on a raspberry pi.","year":"2024"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3600006.3613165"},{"key":"ref11","volume-title":"6g sns ia whitepaper","year":"2024"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-11021-5_19"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ISCA45697.2020.00045"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3313591"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2017.2745201"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/SC41405.2020.00024"},{"key":"ref17","first-page":"119","article-title":"Zeus: Understanding and optimizing GPU energy consumption of DNN training","volume-title":"20th USENIX Symposium on Networked Systems Design and Implementation (NSDI 23)","author":"You"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/SC41404.2022.00051"},{"key":"ref19","volume-title":"Llama.cpp.","year":"2024"},{"key":"ref20","volume-title":"Mlc-1lm.","year":"2024"},{"key":"ref21","volume-title":"Llama2.c.","year":"2024"},{"key":"ref22","volume-title":"Tinygrad.","year":"2024"},{"key":"ref23","volume-title":"Tinychatengine.","year":"2024"},{"key":"ref24","volume-title":"Aicore.","year":"2024"},{"key":"ref25","volume-title":"Large language models on device with mediapipe.","year":"2024"},{"key":"ref26","volume-title":"Large language models for everyone.","year":"2024"},{"key":"ref27","volume-title":"Llm leaderboard.","year":"2025"},{"key":"ref28","volume-title":"Openassistant dataset.","year":"2024"},{"key":"ref29","volume-title":"Distributed llama.","year":"2024"},{"key":"ref30","volume-title":"Winogrande dataset.","year":"2024"},{"key":"ref31","first-page":"8","article-title":"A framework for few-shot language model evaluation","volume":"10","author":"Gao","year":"2021","journal-title":"Version v0. 0.1. Sept"}],"event":{"name":"ICC 2025 - IEEE International Conference on Communications","location":"Montreal, QC, Canada","start":{"date-parts":[[2025,6,8]]},"end":{"date-parts":[[2025,6,12]]}},"container-title":["ICC 2025 - IEEE International Conference on Communications"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11160703\/11160705\/11161569.pdf?arnumber=11161569","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,30]],"date-time":"2025-09-30T14:36:57Z","timestamp":1759243017000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11161569\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,8]]},"references-count":31,"URL":"https:\/\/doi.org\/10.1109\/icc52391.2025.11161569","relation":{},"subject":[],"published":{"date-parts":[[2025,6,8]]}}}