{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,20]],"date-time":"2026-07-20T18:45:33Z","timestamp":1784573133341,"version":"3.55.0"},"publisher-location":"New York, NY, USA","reference-count":25,"publisher":"ACM","funder":[{"name":"PANDORA","award":["101135775"],"award-info":[{"award-number":["101135775"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,11,18]]},"DOI":"10.1145\/3770501.3770525","type":"proceedings-article","created":{"date-parts":[[2025,12,12]],"date-time":"2025-12-12T11:20:16Z","timestamp":1765538416000},"page":"201-209","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":5,"title":["Unlocking AIoT Efficiency in the Computing Continuum - the PANDORA framework"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0109-9527","authenticated-orcid":false,"given":"Georgios","family":"Bouloukakis","sequence":"first","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Patras, Patras, Greece and T\u00e9l\u00e9com SudParis \/ IP Paris, Paris, France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6540-1097","authenticated-orcid":false,"given":"Ajay","family":"Kattepur","sequence":"additional","affiliation":[{"name":"Ericsson Research, Bangalore, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3497-5589","authenticated-orcid":false,"given":"Dusan","family":"Jakovetic","sequence":"additional","affiliation":[{"name":"Dept. of Math. and Informatics, Faculty of Sciences, University of Novi Sad, Novi Sad, Serbia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4807-1345","authenticated-orcid":false,"given":"Alexandros","family":"Iosifidis","sequence":"additional","affiliation":[{"name":"Faculty of Information Technology and Communication Sciences, Tampere University, Tampere, Finland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5183-1443","authenticated-orcid":false,"given":"Konstantinos","family":"Tserpes","sequence":"additional","affiliation":[{"name":"National Technical University of Athens, Athens, Greece"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8943-4598","authenticated-orcid":false,"given":"Maria","family":"Pateraki","sequence":"additional","affiliation":[{"name":"National Technical University of Athens, Athens, Greece"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2025,12,12]]},"reference":[{"key":"e_1_3_3_2_2_2","volume-title":"ntent driven management services for mobile networks","year":"2024","unstructured":"3GPP. 2024. ntent driven management services for mobile networks. Technical Report. Specification 28.312."},{"key":"e_1_3_3_2_3_2","first-page":"147","volume-title":"Artificial General Intelligence (AGI) Security: Smart Applications and Sustainable Technologies","author":"Abbas\u00a0Khan Muhammad","year":"2024","unstructured":"Muhammad Abbas\u00a0Khan, Habib Khan, Muhammad\u00a0Faizan Omer, Inam Ullah, and Muhammad Yasir. 2024. Impact of artificial intelligence on the global economy and technology advancements. In Artificial General Intelligence (AGI) Security: Smart Applications and Sustainable Technologies. Springer, 147\u2013180."},{"key":"e_1_3_3_2_4_2","doi-asserted-by":"publisher","DOI":"10.1109\/PerCom53586.2022.9762405"},{"key":"e_1_3_3_2_5_2","volume-title":"Intent in autonomous networks","author":"Cooperson Dana","year":"2022","unstructured":"Dana Cooperson. 2022. Intent in autonomous networks. Technical Report. TMForum."},{"key":"e_1_3_3_2_6_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-98812-2_35"},{"key":"e_1_3_3_2_7_2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00240"},{"key":"e_1_3_3_2_8_2","doi-asserted-by":"crossref","unstructured":"Senthil\u00a0Kumar Jagatheesaperumal Mohamed Rahouti Kashif Ahmad Ala Al-Fuqaha and Mohsen Guizani. 2021. The duo of artificial intelligence and big data for industry 4.0: Applications techniques challenges and future research directions. IEEE Internet of Things Journal 9 15 (2021) 12861\u201312885.","DOI":"10.1109\/JIOT.2021.3139827"},{"key":"e_1_3_3_2_9_2","doi-asserted-by":"crossref","unstructured":"Ajay Kattepur Snigdha Das Danesh Daroui Swarup Mohalik Marin Orlic and Sultan Ertas. 2025. DETROIT: Decomposition techniques for a hierarchy of 6G network intent management functions. Comput. Networks 272 (2025) 111657.","DOI":"10.1016\/j.comnet.2025.111657"},{"key":"e_1_3_3_2_10_2","doi-asserted-by":"crossref","unstructured":"Xiangjie Kong Yuhan Wu Hui Wang and Feng Xia. 2022. Edge Computing for Internet of Everything: A Survey. IEEE Internet of Things Journal 9 23 (2022) 23472\u201323485.","DOI":"10.1109\/JIOT.2022.3200431"},{"key":"e_1_3_3_2_11_2","doi-asserted-by":"crossref","unstructured":"Michael\u00a0L Littman Andrew\u00a0W Moore et\u00a0al. 1996. Reinforcement learning: A survey. Journal of artificial intelligence research 4 1 (1996) 237\u2013285.","DOI":"10.1613\/jair.301"},{"key":"e_1_3_3_2_12_2","unstructured":"Lauri Lov\u00e9n Roberto Morabito Abhishek Kumar Susanna Pirttikangas Jukka Riekki and Sasu Tarkoma. 2023. How Can AI be Distributed in the Computing Continuum? Introducing the Neural Pub\/Sub Paradigm. arxiv:https:\/\/arXiv.org\/abs\/2309.02058\u00a0[cs.NI] https:\/\/arxiv.org\/abs\/2309.02058"},{"key":"e_1_3_3_2_13_2","doi-asserted-by":"crossref","unstructured":"Kashif Mehmood Katina Kralevska and David Palma. 2023. Intent-driven autonomous network and service management in future cellular networks: A structured literature review. Comput. Netw. 220 C (Jan. 2023) 19\u00a0pages.","DOI":"10.1016\/j.comnet.2022.109477"},{"key":"e_1_3_3_2_14_2","doi-asserted-by":"crossref","unstructured":"Sunit Mistry Lili Wang Yousuf Islam and Frimpong Atta\u00a0Junior Osei. 2022. A comprehensive study on healthcare datasets using AI techniques. Electronics 11 19 (2022) 3146.","DOI":"10.3390\/electronics11193146"},{"key":"e_1_3_3_2_15_2","unstructured":"MLflow. 2025. A Tool for Managing the Machine Learning Lifecycle. https:\/\/mlflow.org\/. [Online; accessed May-2025]."},{"key":"e_1_3_3_2_16_2","doi-asserted-by":"publisher","DOI":"10.1109\/VTC2024-Spring62846.2024.10683357"},{"key":"e_1_3_3_2_17_2","doi-asserted-by":"publisher","DOI":"10.1109\/MedComNet62012.2024.10578162"},{"key":"e_1_3_3_2_18_2","doi-asserted-by":"publisher","DOI":"10.23919\/ETR.2020.9905512"},{"key":"e_1_3_3_2_19_2","doi-asserted-by":"crossref","unstructured":"Guoping Rong Yangchen Xu Xinxin Tong and Haojun Fan. 2021. An edge-cloud collaborative computing platform for building AIoT applications efficiently. J. Cloud Comput. 10 1 (July 2021) 14\u00a0pages.","DOI":"10.1186\/s13677-021-00250-w"},{"key":"e_1_3_3_2_20_2","doi-asserted-by":"crossref","unstructured":"Guoping Rong Yangchen Xu Xinxin Tong and Haojun Fan. 2021. An edge-cloud collaborative computing platform for building AIoT applications efficiently. J. Cloud Comput. 10 1 (July 2021) 14\u00a0pages.","DOI":"10.1186\/s13677-021-00250-w"},{"key":"e_1_3_3_2_21_2","unstructured":"M Saimler M D\u2019Angelo D Roeland A Ahmed and A Kattepur. 2025. AI as a service: How AI applications can benefit from the network. https:\/\/www.ericsson.com\/en\/blog\/2023\/12\/ai-as-a-service. [Online; accessed May-2025]."},{"key":"e_1_3_3_2_22_2","doi-asserted-by":"publisher","DOI":"10.1109\/VTCSpring.2018.8417681"},{"key":"e_1_3_3_2_23_2","doi-asserted-by":"crossref","unstructured":"Naeem Syed Adnan Anwar Zubair Baig and Sherali Zeadally. 2025. Artificial Intelligence as a Service (AIaaS) for Cloud Fog and the Edge: State-of-the-Art Practices. Comput. Surveys 57 8 (2025).","DOI":"10.1145\/3712016"},{"key":"e_1_3_3_2_24_2","volume-title":"Intent Common Model","year":"2024","unstructured":"TMForum. 2024. Intent Common Model. Technical Report. Specification TR290 v 3.6.0."},{"key":"e_1_3_3_2_25_2","unstructured":"Daniel\u00a0S. Weld. 1999. Recent Advances in AI Planning. AI Magazine 20 2 (Jun. 1999) 93."},{"key":"e_1_3_3_2_26_2","doi-asserted-by":"publisher","DOI":"10.1109\/SOSE55356.2022.00026"}],"event":{"name":"IOT 2025: The 15th International Conference on the Internet of Things","location":"Vienna Austria","acronym":"IOT 2025"},"container-title":["Proceedings of the 15th International Conference on the Internet of Things"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3770501.3770525","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,12]],"date-time":"2025-12-12T11:21:17Z","timestamp":1765538477000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3770501.3770525"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,18]]},"references-count":25,"alternative-id":["10.1145\/3770501.3770525","10.1145\/3770501"],"URL":"https:\/\/doi.org\/10.1145\/3770501.3770525","relation":{},"subject":[],"published":{"date-parts":[[2025,11,18]]},"assertion":[{"value":"2025-12-12","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}