{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,25]],"date-time":"2025-09-25T17:12:49Z","timestamp":1758820369914,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":19,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,6,3]],"date-time":"2024-06-03T00:00:00Z","timestamp":1717372800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100013209","name":"Hellenic Foundation for Research and Innovation","doi-asserted-by":"publisher","award":["5349"],"award-info":[{"award-number":["5349"]}],"id":[{"id":"10.13039\/501100013209","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100010661","name":"Horizon 2020 Framework Programme","doi-asserted-by":"publisher","award":["101015922"],"award-info":[{"award-number":["101015922"]}],"id":[{"id":"10.13039\/100010661","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,6,3]]},"DOI":"10.1145\/3625549.3658812","type":"proceedings-article","created":{"date-parts":[[2024,8,30]],"date-time":"2024-08-30T15:55:29Z","timestamp":1725033329000},"page":"377-380","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["Seamless HW-accelerated AI serving in heterogeneous MEC Systems with AI@EDGE"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6084-4297","authenticated-orcid":false,"given":"Achilleas","family":"Tzenetopoulos","sequence":"first","affiliation":[{"name":"Institute of Communication and Computer Systems, Athens, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1664-8648","authenticated-orcid":false,"given":"George","family":"Lentaris","sequence":"additional","affiliation":[{"name":"Institute of Communication and Computer Systems, Athens, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1347-980X","authenticated-orcid":false,"given":"Aimilios","family":"Leftheriotis","sequence":"additional","affiliation":[{"name":"Institute of Communication and Computer Systems, Athens, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-1376-0355","authenticated-orcid":false,"given":"Panos","family":"Chrysomeris","sequence":"additional","affiliation":[{"name":"Institute of Communication and Computer Systems, Athens, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-6523-4887","authenticated-orcid":false,"given":"Javier","family":"Palomares","sequence":"additional","affiliation":[{"name":"i2CAT Foundation, Barcelona, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9528-6974","authenticated-orcid":false,"given":"Estefan\u00eda","family":"Coronado","sequence":"additional","affiliation":[{"name":"i2CAT Foundation, Barcelona, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8502-2396","authenticated-orcid":false,"given":"Raman","family":"Kazhamiakin","sequence":"additional","affiliation":[{"name":"Fondazione Bruno Kessle, Trento, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6930-6847","authenticated-orcid":false,"given":"Dimitrios","family":"Soudris","sequence":"additional","affiliation":[{"name":"Institute of Communication and Computer Systems, Athens, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2024,8,30]]},"reference":[{"volume-title":"https:\/\/helm.sh\/. Accessed: March 7th","year":"2024","key":"e_1_3_2_1_1_1","unstructured":"Helm. https:\/\/helm.sh\/. Accessed: March 7th, 2024."},{"volume-title":"https:\/\/kubernetes.io\/. Accessed: March 7th","year":"2024","key":"e_1_3_2_1_2_1","unstructured":"Kubernetes. https:\/\/kubernetes.io\/. Accessed: March 7th, 2024."},{"key":"e_1_3_2_1_3_1","volume-title":"https:\/\/onnxruntime.ai\/. Accessed: March 7th","author":"ONNX","year":"2024","unstructured":"ONNX runtime. https:\/\/onnxruntime.ai\/. Accessed: March 7th, 2024."},{"key":"e_1_3_2_1_4_1","volume-title":"Accessed: March 7th","author":"Open Source","year":"2024","unstructured":"Open Source MANO's documentation. ANNEX 3: Reference of OSM Information Model. https:\/\/osm.etsi.org\/docs\/user-guide\/latest\/11-osm-im.html. Accessed: March 7th, 2024."},{"key":"e_1_3_2_1_5_1","volume-title":"https:\/\/prometheus.io\/. Accessed: March 7th","author":"System Prometheus Monitoring","year":"2024","unstructured":"Prometheus Monitoring System. https:\/\/prometheus.io\/. Accessed: March 7th, 2024."},{"key":"e_1_3_2_1_6_1","volume-title":"https:\/\/www.tensorflow.org\/lite. Accessed: March 7th","author":"Lite Tensorflow","year":"2024","unstructured":"Tensorflow Lite. https:\/\/www.tensorflow.org\/lite. Accessed: March 7th, 2024."},{"key":"e_1_3_2_1_7_1","volume-title":"https:\/\/docs.nvidia.com\/deeplearning\/frameworks\/tf-trt-user-guide\/index.html. Accessed: March 7th","author":"RT.","year":"2024","unstructured":"TensorFlow-TensorRT. https:\/\/docs.nvidia.com\/deeplearning\/frameworks\/tf-trt-user-guide\/index.html. Accessed: March 7th, 2024."},{"key":"e_1_3_2_1_8_1","volume-title":"https:\/\/www.xilinx.com\/products\/design-tools\/vitis\/vitis-ai.html. Accessed: March 7th","author":"AI.","year":"2024","unstructured":"Vitis-AI. https:\/\/www.xilinx.com\/products\/design-tools\/vitis\/vitis-ai.html. Accessed: March 7th, 2024."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3589010.3594887"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3589010.3594890"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.1900690"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"crossref","first-page":"216","DOI":"10.1109\/MCOM.005.2300147","article-title":"AI-Driven Framework for Scalable Management of Network Slices","volume":"61","author":"L. Blanco","year":"2023","unstructured":"L. Blanco et al. 2023. AI-Driven Framework for Scalable Management of Network Slices. IEEE Communications Magazine 61, 11 (2023), 216--222.","journal-title":"IEEE Communications Magazine"},{"key":"e_1_3_2_1_13_1","unstructured":"ETSI. 2021. ETSI Network Functions Virtualisation (NFV) Release 4: Management and Orchestration; VNF Descriptor and Packaging Specification. ETSI GS NFV-IFA 011 V4.2.1."},{"key":"e_1_3_2_1_14_1","unstructured":"ETSI. 2022. ETSI Multi-access Edge Computing (MEC); MEC Management; Part 2: Application lifecycle rules and requirements management. ETSI GS MEC 010-2 V2.2.1."},{"key":"e_1_3_2_1_15_1","volume-title":"IRIS: Interference and Resource Aware Predictive Orchestration for ML Inference Serving. In 2023 IEEE 16th International Conference on Cloud Computing (CLOUD). IEEE, 1--12","author":"Ferikoglou Aggelos","year":"2023","unstructured":"Aggelos Ferikoglou, Panos Chrysomeris, Achilleas Tzenetopoulos, Manolis Katsaragakis, Dimosthenis Masouros, and Dimitrios Soudris. 2023. IRIS: Interference and Resource Aware Predictive Orchestration for ML Inference Serving. In 2023 IEEE 16th International Conference on Cloud Computing (CLOUD). IEEE, 1--12."},{"key":"e_1_3_2_1_16_1","volume-title":"2024 Joint European Conference on Networks and Communications & 6G Summit (EuCNC\/6G Summit). IEEE. In press.","author":"Leftheriotis Aimilios","year":"2024","unstructured":"Aimilios Leftheriotis, Achilleas Tzenetopoulos, George Lentaris, Dimitrios Soudris, and George Theodoridis. 2024. TF2AIF: Facilitating development and deployment of accelerated AI models on the cloud-edge continuum. In 2024 Joint European Conference on Networks and Communications & 6G Summit (EuCNC\/6G Summit). IEEE. In press."},{"key":"e_1_3_2_1_17_1","volume-title":"2021 Joint European Conference on Networks and Communications & 6G Summit (EuCNC\/6G Summit). IEEE, 610--615","author":"Riggio Roberto","year":"2021","unstructured":"Roberto Riggio, Estefan\u00eda Coronado, Neiva Linder, Adzic Jovanka, Gianpiero Mastinu, Leonardo Goratti, Miguel Rosa, Hans Schotten, and Marco Pistore. 2021. AI@ EDGE: a secure and reusable artificial intelligence platform for edge computing. In 2021 Joint European Conference on Networks and Communications & 6G Summit (EuCNC\/6G Summit). IEEE, 610--615."},{"key":"e_1_3_2_1_18_1","volume-title":"2021 USENIX Annual Technical Conference (USENIX ATC 21)","author":"Romero Francisco","year":"2021","unstructured":"Francisco Romero, Qian Li, Neeraja J Yadwadkar, and Christos Kozyrakis. 2021. {INFaaS}: Automated model-less inference serving. In 2021 USENIX Annual Technical Conference (USENIX ATC 21). 397--411."},{"key":"e_1_3_2_1_19_1","volume-title":"Automation & Test in Europe Conference & Exhibition (DATE). IEEE, 975--980","author":"Tzenetopoulos Achilleas","year":"2022","unstructured":"Achilleas Tzenetopoulos, Dimosthenis Masouros, Konstantina Koliogeorgi, Sotirios Xydis, Dimitrios Soudris, Antony Chazapis, Christos Kozanitis, Angelos Bilas, Christian Pinto, Huy-Nam Nguyen, et al. 2022. EVOLVE: Towards converging big-data, high-performance and cloud-computing worlds. In 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE). IEEE, 975--980."}],"event":{"name":"HPDC '24: 33rd International Symposium on High-Performance Parallel and Distributed Computing","sponsor":["SIGARCH ACM Special Interest Group on Computer Architecture","SIGHPC ACM Special Interest Group on High Performance Computing, Special Interest Group on High Performance Computing"],"location":"Pisa Italy","acronym":"HPDC '24"},"container-title":["Proceedings of the 33rd International Symposium on High-Performance Parallel and Distributed Computing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3625549.3658812","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3625549.3658812","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T22:50:38Z","timestamp":1750287038000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3625549.3658812"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,6,3]]},"references-count":19,"alternative-id":["10.1145\/3625549.3658812","10.1145\/3625549"],"URL":"https:\/\/doi.org\/10.1145\/3625549.3658812","relation":{},"subject":[],"published":{"date-parts":[[2024,6,3]]},"assertion":[{"value":"2024-08-30","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}