{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,3]],"date-time":"2025-12-03T16:09:36Z","timestamp":1764778176712,"version":"3.46.0"},"publisher-location":"New York, NY, USA","reference-count":18,"publisher":"ACM","funder":[{"name":"ICICLE AI Institute and National Science Foundation","award":["#OAC-2112606"],"award-info":[{"award-number":["#OAC-2112606"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,12,3]]},"DOI":"10.1145\/3769102.3774383","type":"proceedings-article","created":{"date-parts":[[2025,12,3]],"date-time":"2025-12-03T16:00:41Z","timestamp":1764777641000},"page":"1-3","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Poster: Managing Heterogeneity in Far-Edge AI"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-1585-9036","authenticated-orcid":false,"given":"Vedant","family":"Patil","sequence":"first","affiliation":[{"name":"Ohio State University, Columbus, Ohio, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2860-7889","authenticated-orcid":false,"given":"Christopher","family":"Stewart","sequence":"additional","affiliation":[{"name":"Ohio State University, Columbus, Ohio, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2025,12,3]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Symposium on Edge Computing.","author":"Bala Mihir","year":"2023","unstructured":"Mihir Bala, Thomas Eiszler, Xiangliang Chen, Jan Harkes, James Blakley, Padmanabhan Pillai, and Mahadev Satyanarayanan. 2023. Democratizing drone autonomy via edge computing. In Symposium on Edge Computing."},{"key":"e_1_3_2_1_2_1","volume-title":"Programming and deployment of autonomous swarms using multi-agent reinforcement learning. arXiv preprint arXiv:2105.10605","author":"Boubin Jayson","year":"2021","unstructured":"Jayson Boubin, Codi Burley, Peida Han, Bowen Li, Barry Porter, and Christopher Stewart. 2021. Programming and deployment of autonomous swarms using multi-agent reinforcement learning. arXiv preprint arXiv:2105.10605 (2021)."},{"key":"e_1_3_2_1_3_1","volume-title":"Symposium on Edge Computing (SEC).","author":"Boubin Jayson","year":"2022","unstructured":"Jayson Boubin, Codi Burley, Peida Han, Bowen Li, Barry Porter, and Christopher Stewart. 2022. Marble: Multi-agent reinforcement learning at the edge for digital agriculture. In Symposium on Edge Computing (SEC)."},{"key":"e_1_3_2_1_4_1","volume-title":"Symposium on Edge Computing (SEC).","author":"Boubin Jayson G","year":"2019","unstructured":"Jayson G Boubin, Naveen TR Babu, Christopher Stewart, John Chumley, and Shiqi Zhang. 2019. Managing edge resources for fully autonomous aerial systems. In Symposium on Edge Computing (SEC)."},{"key":"e_1_3_2_1_5_1","volume-title":"The Kubernetes Operator Framework Book: Overcome complex Kubernetes cluster management challenges with automation toolkits","author":"Dame M.","unstructured":"M. Dame. 2022. The Kubernetes Operator Framework Book: Overcome complex Kubernetes cluster management challenges with automation toolkits. Packt Publishing."},{"key":"e_1_3_2_1_6_1","volume-title":"2024 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS). IEEE, 31\u201340","author":"Grushchak Denys","year":"2024","unstructured":"Denys Grushchak, Jenna Kline, Danilo Pianini, Nicolas Farabegoli, Gianluca Aguzzi, Martina Baiardi, and Christopher Stewart. 2024. Decentralized multi-drone coordination for wildlife video acquisition. In 2024 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS). IEEE, 31\u201340."},{"key":"e_1_3_2_1_7_1","unstructured":"ICICLE AI Institute. 2025. OpenPASS Github Repo. https:\/\/github.com\/ICICLE-ai\/OpenPass. https:\/\/github.com\/ICICLE-ai\/OpenPass"},{"key":"e_1_3_2_1_8_1","volume-title":"2021 IEEE\/ACM Symposium on Edge Computing (SEC). IEEE Computer Society, 165\u2013177","author":"Jang Si Young","year":"2021","unstructured":"Si Young Jang, Boyan Kostadinov, and Dongman Lee. 2021. Microservice-based edge device architecture for video analytics. In 2021 IEEE\/ACM Symposium on Edge Computing (SEC). IEEE Computer Society, 165\u2013177."},{"key":"e_1_3_2_1_9_1","first-page":"3","article-title":"Stages of development of industrial technology in a developing country: A model","volume":"9","author":"Kim Linsu","year":"1980","unstructured":"Linsu Kim. 1980. Stages of development of industrial technology in a developing country: A model. Res. Policy 9, 3 (July 1980), 254\u2013277.","journal-title":"Res. Policy"},{"key":"e_1_3_2_1_10_1","volume-title":"Symposium on Edge Computing (SEC).","author":"Kline Jenna","year":"2024","unstructured":"Jenna Kline, Austin O'Quinn, Tanya Berger-Wolf, and Christopher Stewart. 2024. Characterizing and modeling ai-driven animal ecology studies at the edge. In Symposium on Edge Computing (SEC)."},{"key":"e_1_3_2_1_11_1","unstructured":"Jenna Kline Alison Zhong Kevyn Irizarry Charles V Stewart Christopher Stewart Daniel I Rubenstein and Tanya Berger-Wolf. [n. d.]. WildWing: An open-source autonomous and affordable UAS for animal behaviour video monitoring. Methods in Ecology and Evolution ([n. d.])."},{"key":"e_1_3_2_1_12_1","volume-title":"Symposium on Edge Computing.","author":"Marcelino Cynthia","year":"2023","unstructured":"Cynthia Marcelino and Stefan Nastic. 2023. Cwasi: A webassembly runtime shim for inter-function communication in the serverless edge-cloud continuum. In Symposium on Edge Computing."},{"key":"e_1_3_2_1_13_1","volume-title":"Symposium on Edge Computing (SEC). IEEE.","author":"Navardi Mozhgan","year":"2022","unstructured":"Mozhgan Navardi, Edward Humes, and Tinoosh Mohsenin. 2022. E2edgeai: Energy-efficient edge computing for deployment of vision-based dnns on autonomous tiny drones. In Symposium on Edge Computing (SEC). IEEE."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/3583740.3626809"},{"key":"e_1_3_2_1_15_1","volume-title":"Symposium on Edge Computing (SEC).","author":"Rahmanian Ali","year":"2022","unstructured":"Ali Rahmanian, Ahmed Ali-Eldin, Bj\u00f6rn Skubic, and Erik Elmroth. 2022. Microsplit: Efficient splitting of microservices on edge clouds. In Symposium on Edge Computing (SEC)."},{"key":"e_1_3_2_1_16_1","volume-title":"Moshe Gabel, Oana Balmau, Abelard Chow, and Eyal de Lara. [n. d.]. In 2022 IEEE\/ACM 7th SEC.","author":"Ramprasad Brian","unstructured":"Brian Ramprasad, Pritish Mishra, Myles Thiessen, Hongkai Chen, Alexandre da Silva Veith, Moshe Gabel, Oana Balmau, Abelard Chow, and Eyal de Lara. [n. d.]. In 2022 IEEE\/ACM 7th SEC."},{"key":"e_1_3_2_1_17_1","unstructured":"Rancher Labs. 2019. k3s: Lightweight Kubernetes. https:\/\/k3s.io\/. A certified Kubernetes distribution designed for production workloads in unattended resource-constrained remote locations or inside IoT appliances."},{"key":"e_1_3_2_1_18_1","volume-title":"Symposium on Edge Computing (SEC).","author":"Zhang Mingjin","year":"2022","unstructured":"Mingjin Zhang, Jiannong Cao, Lei Yang, Liang Zhang, Yuvraj Sahni, and Shan Jiang. 2022. Ents: An edge-native task scheduling system for collaborative edge computing. In Symposium on Edge Computing (SEC)."}],"event":{"name":"SEC '25: Tenth ACM\/IEEE Symposium on Edge Computing","location":"the Hilton Arlington National Landing Arlington VA USA","acronym":"SEC '25","sponsor":["SIGMOBILE ACM Special Interest Group on Mobility of Systems, Users, Data and Computing","IEEE Computer Society"]},"container-title":["Proceedings of the Tenth ACM\/IEEE Symposium on Edge Computing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3769102.3774383","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,3]],"date-time":"2025-12-03T16:06:15Z","timestamp":1764777975000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3769102.3774383"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,3]]},"references-count":18,"alternative-id":["10.1145\/3769102.3774383","10.1145\/3769102"],"URL":"https:\/\/doi.org\/10.1145\/3769102.3774383","relation":{},"subject":[],"published":{"date-parts":[[2025,12,3]]},"assertion":[{"value":"2025-12-03","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}