{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,10]],"date-time":"2026-01-10T07:39:28Z","timestamp":1768030768702,"version":"3.49.0"},"publisher-location":"New York, NY, USA","reference-count":44,"publisher":"ACM","license":[{"start":{"date-parts":[[2025,7,18]],"date-time":"2025-07-18T00:00:00Z","timestamp":1752796800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["2027170"],"award-info":[{"award-number":["2027170"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,7,20]]},"DOI":"10.1145\/3708035.3736014","type":"proceedings-article","created":{"date-parts":[[2025,7,18]],"date-time":"2025-07-18T12:10:41Z","timestamp":1752840641000},"page":"1-8","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["CHI@Edge: Supporting Experimentation in the Edge to Cloud Continuum"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5251-5466","authenticated-orcid":false,"given":"Kate","family":"Keahey","sequence":"first","affiliation":[{"name":"Argonne National Laboratory, Lemont, Illinois, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0352-8842","authenticated-orcid":false,"given":"Michael","family":"Sherman","sequence":"additional","affiliation":[{"name":"University of Chicago, Chicago, IL, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1627-3906","authenticated-orcid":false,"given":"Jason","family":"Anderson","sequence":"additional","affiliation":[{"name":"University of Chicago, Chicago, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9002-6586","authenticated-orcid":false,"given":"Mark","family":"Powers","sequence":"additional","affiliation":[{"name":"University of Chicago, Chicago, IL, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2025,7,18]]},"reference":[{"key":"e_1_3_3_1_2_2","doi-asserted-by":"publisher","DOI":"10.1109\/WF-IoT.2015.7389098"},{"key":"e_1_3_3_1_3_2","unstructured":"Amazon. 2023. AWS IoT Greengrass. https:\/\/aws.amazon.com\/greengrass\/ [Online; accessed 21-December-2023]."},{"key":"e_1_3_3_1_4_2","doi-asserted-by":"publisher","unstructured":"Jason Anderson and Kate Keahey. 2019. A case for integrating experimental containers with notebooks. Proceedings of the International Conference on Cloud Computing Technology and Science CloudCom 2019-December (12 2019) 151\u2013158. 10.1109\/CLOUDCOM.2019.00032","DOI":"10.1109\/CLOUDCOM.2019.00032"},{"key":"e_1_3_3_1_5_2","doi-asserted-by":"publisher","DOI":"10.1145\/3491418.3530770"},{"key":"e_1_3_3_1_6_2","unstructured":"Rick Anderson. 2023. FooCars. https:\/\/github.com\/fubarlabs\/foocars [Online; accessed 21-December-2023]."},{"key":"e_1_3_3_1_7_2","unstructured":"Apache Software Foundation. 2024. TeraSort - Apache Hadoop. https:\/\/hadoop.apache.org\/docs\/stable\/api\/org\/apache\/hadoop\/examples\/terasort\/package-summary.html Apache Hadoop 3.3.6 API Documentation."},{"key":"e_1_3_3_1_8_2","doi-asserted-by":"publisher","unstructured":"Ilya Baldin Anita Nikolich James Griffioen Indermohan Inder\u00a0S. Monga Kuang\u00a0Ching Wang Tom Lehman Paul Ruth and Ewa Deelman. 2019. FABRIC: A National-Scale Programmable Experimental Network Infrastructure. IEEE Internet Computing 23 (11 2019) 38\u201347. Issue 6. 10.1109\/MIC.2019.2958545","DOI":"10.1109\/MIC.2019.2958545"},{"key":"e_1_3_3_1_9_2","unstructured":"\"Balena\". 2023. Balena Cloud. https:\/\/www.balena.io\/ [Online; accessed 20-December-2023]."},{"key":"e_1_3_3_1_10_2","unstructured":"Balena. 2025. Customer Board Support. https:\/\/docs.balena.io\/reference\/OS\/customer-board-support\/ Last accessed 30 June 2025."},{"key":"e_1_3_3_1_11_2","doi-asserted-by":"publisher","DOI":"10.1109\/iThings-GreenCom-CPSCom-SmartData-Cybermatics50389.2020.00036"},{"key":"e_1_3_3_1_12_2","doi-asserted-by":"publisher","DOI":"10.1145\/3411276.3412204"},{"key":"e_1_3_3_1_13_2","unstructured":"ChameleonCloud. 2023. python-chi. https:\/\/python-chi.readthedocs.io\/en\/latest\/ [Online; accessed 20-December-2023]."},{"key":"e_1_3_3_1_14_2","doi-asserted-by":"publisher","DOI":"10.1109\/eScience55777.2022.00065"},{"key":"e_1_3_3_1_15_2","volume-title":"Software defined radio: Architectures, systems and functions","author":"Dillinger Markus","year":"2005","unstructured":"Markus Dillinger, Kambiz Madani, and Nancy Alonistioti. 2005. Software defined radio: Architectures, systems and functions. John Wiley & Sons, Hoboken, NJ."},{"key":"e_1_3_3_1_16_2","unstructured":"donkeycar. 2023. donkeycar. https:\/\/docs.donkeycar.com\/ [Online; accessed 21-December-2023]."},{"key":"e_1_3_3_1_17_2","doi-asserted-by":"publisher","DOI":"10.5555\/3358807.3358809"},{"key":"e_1_3_3_1_18_2","unstructured":"Alicia Esquivel\u00a0Morel. 2023. Chameleon Trovi Artifact: AutoLearn - Learning in the Edge to Cloud Continuum. https:\/\/www.chameleoncloud.org\/experiment\/share\/8800ebd1-411e-4e94-9b62-6883f09188e7\/version\/2023-07-12"},{"key":"e_1_3_3_1_19_2","doi-asserted-by":"publisher","DOI":"10.1145\/3624062.3624101"},{"key":"e_1_3_3_1_20_2","unstructured":"OpenInfra Foundation. 2023. OpenStack. https:\/\/www.openstack.org\/"},{"key":"e_1_3_3_1_21_2","volume-title":"ACM Student Research Competition Posters Display (SC\u201923 Poster)","author":"Fowler William","year":"2023","unstructured":"William Fowler, Kate Keahey, and A\u00a0Esquivel Morel. 2023. Road to reliability: Optimizing self-driving consistency with real-time speed data. In ACM Student Research Competition Posters Display (SC\u201923 Poster). IEEE Press, Denver, CO, USA."},{"key":"e_1_3_3_1_22_2","doi-asserted-by":"publisher","DOI":"10.1109\/ISORC58943.2023.00041"},{"key":"e_1_3_3_1_23_2","doi-asserted-by":"publisher","DOI":"10.1145\/3437359.3465565"},{"key":"e_1_3_3_1_24_2","doi-asserted-by":"publisher","unstructured":"Kate Keahey Jason Anderson Michael Sherman Zhuo Zhen Mark Powers Isabel Brunkan and Adam Cooper. 2021. Chameleon@Edge Community Workshop Report. 10.5281\/zenodo.5777344","DOI":"10.5281\/zenodo.5777344"},{"key":"e_1_3_3_1_25_2","series-title":"(USENIX ATC\u201920)","volume-title":"Proceedings of the 2020 USENIX Conference on Usenix Annual Technical Conference","author":"Keahey Kate","year":"2020","unstructured":"Kate Keahey, Jason Anderson, Zhuo Zhen, Pierre Riteau, Paul Ruth, Dan Stanzione, Mert Cevik, Jacob Colleran, Haryadi\u00a0S. Gunawi, Cody Hammock, Joe Mambretti, Alexander Barnes, Fran\u00e7ois Halbach, Alex Rocha, and Joe Stubbs. 2020. Lessons learned from the Chameleon testbed. In Proceedings of the 2020 USENIX Conference on Usenix Annual Technical Conference(USENIX ATC\u201920). USENIX Association, USA, Article 15, 15\u00a0pages."},{"key":"e_1_3_3_1_26_2","doi-asserted-by":"publisher","unstructured":"Kate Keahey and Ewa Deelman. 2020. The Silver Lining. IEEE Internet Computing 24 (7 2020) 55\u201359. Issue 4. 10.1109\/MIC.2020.3013361","DOI":"10.1109\/MIC.2020.3013361"},{"key":"e_1_3_3_1_27_2","doi-asserted-by":"publisher","DOI":"10.1109\/e-Science58273.2023.10254876"},{"key":"e_1_3_3_1_28_2","doi-asserted-by":"publisher","DOI":"10.1109\/CLOUD.2019.00019"},{"key":"e_1_3_3_1_29_2","doi-asserted-by":"publisher","unstructured":"Kate Keahey Pierre Riteau Dan Stanzione Tim Cockerill Joe Mambretti Paul Rad and Paul Ruth. 2019. Chameleon: A Scalable Production Testbed for Computer Science Research. Contemporary High Performance Computing (7 2019) 123\u2013148. 10.1201\/9781351036863-5","DOI":"10.1201\/9781351036863-5"},{"key":"e_1_3_3_1_30_2","doi-asserted-by":"publisher","unstructured":"Vuk Marojevic Ismail Guvenc Rudra Dutta Mihail\u00a0L Sichitiu and Brian\u00a0A Floyd. 2020. Advanced Wireless for Unmanned Aerial Systems: 5G Standardization Research Challenges and AERPAW Architecture. IEEE Vehicular Technology Magazine 15 (2020) 22\u201330. Issue 2. 10.1109\/MVT.2020.2979494","DOI":"10.1109\/MVT.2020.2979494"},{"key":"e_1_3_3_1_31_2","volume-title":"The GENI Book (1st ed.)","author":"McGeer Rick","year":"2018","unstructured":"Rick McGeer, Mark Berman, Chip Elliott, and Robert Ricci. 2018. The GENI Book (1st ed.). Springer Publishing Company, Incorporated."},{"key":"e_1_3_3_1_32_2","unstructured":"\"mender.io\". 2023. Mender.io: Over-the-Air Software Updates for IoT Devices. https:\/\/mender.io\/ [Online; accessed 20-December-2023]."},{"key":"e_1_3_3_1_33_2","unstructured":"Microsoft. 2023. Azure IoT Edge. https:\/\/azure.microsoft.com\/en-us\/products\/iot-edge [Online; accessed 21-December-2023]."},{"key":"e_1_3_3_1_34_2","doi-asserted-by":"publisher","DOI":"10.1145\/3583740.3626819"},{"key":"e_1_3_3_1_35_2","volume-title":"ACM Student Research Competition Posters Display (SC\u201924 Poster)","author":"Murry Zack","year":"2024","unstructured":"Zack Murry, Alicia\u00a0Esquivel Morel, and Kate Keahey. 2024. 5G in Practice: Measuring Emerging Wireless Technology in Rural Iowa for Edge Devices in Distributed Computation Workloads. In ACM Student Research Competition Posters Display (SC\u201924 Poster)."},{"key":"e_1_3_3_1_36_2","doi-asserted-by":"publisher","unstructured":"Ahmed Nasrallah Akhilesh\u00a0S. Thyagaturu Ziyad Alharbi Cuixiang Wang Xing Shao Martin Reisslein and Hesham ElBakoury. 2019. Ultra-low latency (ULL) networks: The IEEE TSN and IETF DetNet standards and related 5G Ull research. IEEE Communications Surveys and Tutorials 21 (2019). Issue 1. 10.1109\/COMST.2018.2869350","DOI":"10.1109\/COMST.2018.2869350"},{"key":"e_1_3_3_1_37_2","unstructured":"\"Openstack\". 2023. Openstack Zun. https:\/\/docs.openstack.org\/zun\/latest\/ [Online; accessed 20-December-2023]."},{"key":"e_1_3_3_1_38_2","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC.2005.1424763"},{"key":"e_1_3_3_1_39_2","doi-asserted-by":"publisher","DOI":"10.1145\/3372224.3380891"},{"key":"e_1_3_3_1_40_2","unstructured":"Sage. 2023. SAGE: A Software-defined Sensor Network. https:\/\/sagecontinuum.org\/ [Online; accessed 21-December-2023]."},{"key":"e_1_3_3_1_41_2","doi-asserted-by":"publisher","unstructured":"Gonzalo De\u00a0La Torre Paul Rad and Kim-Kwang\u00a0Raymond Choo. 2020. Driverless vehicle security: Challenges and future research opportunities. Future Generation Computer Systems 108 (7 2020) 1092\u20131111. 10.1016\/j.future.2017.12.041","DOI":"10.1016\/j.future.2017.12.041"},{"key":"e_1_3_3_1_42_2","volume-title":"ACM Student Research Competition Posters Display (SC\u201921 Poster)","author":"Tsen Jonathan","year":"2021","unstructured":"Jonathan Tsen, Jason Anderson, Leonardo Bobadilla, and Kate Keahey. 2021. One fish two fish: Choosing optimal edge topologies for real-time autonomous fish surveys. In ACM Student Research Competition Posters Display (SC\u201921 Poster). IEEE Press, St. Louis, MO, USA."},{"key":"e_1_3_3_1_43_2","doi-asserted-by":"publisher","DOI":"10.1145\/3318216.3363314"},{"key":"e_1_3_3_1_44_2","doi-asserted-by":"publisher","DOI":"10.1145\/3477086.3480837"},{"key":"e_1_3_3_1_45_2","volume-title":"ACM Student Research Competition Posters Display (SC\u201923 Poster)","author":"Zheng Kyle","year":"2023","unstructured":"Kyle Zheng, Kate Keahey, and Alicia\u00a0Esquivel Morel. 2023. Chasing Clouds with Donkeycar: Holistic Exploration of Edge and Cloud Inferencing Trade-Offs in E2E Self-Driving Cars. In ACM Student Research Competition Posters Display (SC\u201923 Poster). IEEE Press, Denver, CO, USA."}],"event":{"name":"PEARC '25: Practice and Experience in Advanced Research Computing","location":"Columbus Ohio USA","acronym":"PEARC '25","sponsor":["SIGAPP ACM Special Interest Group on Applied Computing","SIGHPC ACM Special Interest Group on High Performance Computing, Special Interest Group on High Performance Computing"]},"container-title":["Practice and Experience in Advanced Research Computing 2025: The Power of Collaboration"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3708035.3736014","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3708035.3736014","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,18]],"date-time":"2025-07-18T12:30:49Z","timestamp":1752841849000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3708035.3736014"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7,18]]},"references-count":44,"alternative-id":["10.1145\/3708035.3736014","10.1145\/3708035"],"URL":"https:\/\/doi.org\/10.1145\/3708035.3736014","relation":{},"subject":[],"published":{"date-parts":[[2025,7,18]]},"assertion":[{"value":"2025-07-18","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}