{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,7]],"date-time":"2026-01-07T07:49:23Z","timestamp":1767772163064,"version":"3.44.0"},"publisher-location":"New York, NY, USA","reference-count":49,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,10,24]],"date-time":"2023-10-24T00:00:00Z","timestamp":1698105600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/100010661","name":"Horizon 2020 Framework Programme","doi-asserted-by":"publisher","award":["860239"],"award-info":[{"award-number":["860239"]}],"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":[[2023,10,24]]},"DOI":"10.1145\/3618257.3624825","type":"proceedings-article","created":{"date-parts":[[2023,10,23]],"date-time":"2023-10-23T00:19:52Z","timestamp":1698020392000},"page":"696-709","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":6,"title":["Characterizing and Modeling Session-Level Mobile Traffic Demands from Large-Scale Measurements"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8828-6629","authenticated-orcid":false,"given":"Andr\u00e9 Felipe","family":"Zanella","sequence":"first","affiliation":[{"name":"IMDEA Networks Institute &amp; Universidad Carlos III de Madrid, Madrid, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7367-0898","authenticated-orcid":false,"given":"Antonio","family":"Bazco-Nogueras","sequence":"additional","affiliation":[{"name":"IMDEA Networks Institute, Madrid, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-0450-1164","authenticated-orcid":false,"given":"Cezary","family":"Ziemlicki","sequence":"additional","affiliation":[{"name":"Orange Innovation, Ch\u00e2tillon, France"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0772-9967","authenticated-orcid":false,"given":"Marco","family":"Fiore","sequence":"additional","affiliation":[{"name":"IMDEA Networks Institute, Madrid, Spain"}]}],"member":"320","published-online":{"date-parts":[[2023,10,24]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"3GPP Technical Specification Group Services and System Aspects. 2020. TR:28.812 - Study on scenarios for Intent driven management services for mobile networks Telecommunication management."},{"volume-title":"3rd Generation Partnership Project","author":"GPP TR","key":"e_1_3_2_1_2_1","unstructured":"3GPP TR 36.814 V9.2.0. 2017. 3rd Generation Partnership Project; technical Specification Group Radio Access Network; Evolved Universal Terrestrial Radio Access (E-UTRA); Further advancements for E-UTRA physical layer aspects (Release 9). (Mar. 2017)."},{"volume-title":"3rd Generation Partnership Project","author":"GPP TR","key":"e_1_3_2_1_3_1","unstructured":"3GPP TR 36.888 V12.0.0. 2013. 3rd Generation Partnership Project; Technical Specification Group Radio Access Network; Study on provision of low-cost Machine-Type Communications (MTC) User Equipments (UEs) based on LTE (Release 12). (June 2013)."},{"key":"e_1_3_2_1_4_1","volume-title":"Architecture Enhancements for 5G System (5GS) to Support Network Data Analytics Services (Release 16). (June","author":"GPP TS","year":"2019","unstructured":"3GPP TS 23.288 v16.1.0. 2019. Architecture Enhancements for 5G System (5GS) to Support Network Data Analytics Services (Release 16). (June 2019)."},{"key":"e_1_3_2_1_5_1","volume-title":"Management and Orchestration of Networks and Network Slicing","author":"GPP TS","year":"2019","unstructured":"3GPP TS 28.533 v16.0.0. 2019. Management and Orchestration of Networks and Network Slicing; Management and Orchestration Architecture (Release. (June 2019)."},{"key":"e_1_3_2_1_6_1","volume-title":"LTE physical layer framework for performance verification. (Feb","author":"GPP","year":"2007","unstructured":"3GPP TSG-RAN1#48 R1-070674. 2007. LTE physical layer framework for performance verification. (Feb. 2007)."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/3300061.3345431"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"crossref","unstructured":"G. Barlacchi et al. 2015. A multi-source dataset of urban life in the city of Milan and the province of Trentino. Scientific Data 2.","DOI":"10.1038\/sdata.2015.55"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM41043.2020.9155299"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3532577.3532602"},{"key":"e_1_3_2_1_11_1","unstructured":"Deezer Support. 2022. Deezer audio quality. https:\/\/support.deezer.com\/hc\/en-gb\/articles\/115003865685-Deezer-Audio-Quality. Accessed: 2022-05-31. (2022)."},{"volume-title":"GS ZSM 001 V1.1.1 - Zero-touch network and Service Management (ZSM)","author":"ETSI.","key":"e_1_3_2_1_12_1","unstructured":"ETSI. 2019. GS ZSM 001 V1.1.1 - Zero-touch network and Service Management (ZSM); Requirements based on documented scenarios."},{"key":"e_1_3_2_1_13_1","unstructured":"European Union. 2016. Eu general data protection regulation (gdpr): regulation (eu) 2016\/679 of the european parliament and of the council of 27 april 2016 on the protection of natural persons with regard to the processing of personal data and on the free movement of such data and repealing directive 95\/46\/ec (general data protection regulation). Retrieved October 18 2021 from https:\/\/g dpr-info.eu\/."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-11469-9_15"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2019.2948457"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2020.3014049"},{"key":"e_1_3_2_1_17_1","unstructured":"IEEE 802.16m-08\/004r2. 2008. IEEE 802.16m evaluation methodology document (EMD). (July 2008)."},{"key":"e_1_3_2_1_18_1","unstructured":"David Johnson. 1973. Near-optimal bin packing algorithms. PhD thesis."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/26.935161"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICNC47757.2020.9049679"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3149050"},{"volume-title":"ACM MobiSys '20","author":"Jinsung","key":"e_1_3_2_1_22_1","unstructured":"Jinsung Lee et al. 2020. Perceive: deep learning-based cellular uplink prediction using real-time scheduling patterns. In ACM MobiSys '20, 377--390. isbn: 9781450379540."},{"volume-title":"Understanding the traffic nature of mobile instantaneous messaging in cellular networks: a revisiting to \u03b1-stable models","author":"Li Rongpeng","key":"e_1_3_2_1_23_1","unstructured":"Rongpeng Li, Zhifeng Zhao, Chen Qi, Xuan Zhou, Yifan Zhou, and Hong-gang Zhang. 2015. Understanding the traffic nature of mobile instantaneous messaging in cellular networks: a revisiting to \u03b1-stable models. IEEE Access, 3."},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2017.7955904"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2018.01.027"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/3419394.3423643"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/3143361.3143369"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"crossref","unstructured":"Florian Metzger Albert Rafetseder Peter Romirer-Maierhofer and Kurt Tutschku. 2014. Exploratory analysis of a ggsn's pdp context signaling load. Journal of Computer Networks and Communications 526231. doi: https:\/\/doi.org\/10.1155 \/2014\/526231.","DOI":"10.1155\/2014\/526231"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2016.1"},{"key":"e_1_3_2_1_30_1","unstructured":"Daniel M\u00fcllner. 2011. Modern hierarchical agglomerative clustering algorithms. arXiv preprint arXiv:1109.2378."},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2020.2971781"},{"volume-title":"O-RAN Non-RT RIC Architecture 1.0. (Oct","year":"2021","key":"e_1_3_2_1_32_1","unstructured":"O-RAN.WG2.Non-RT-RIC-ARCH-TS-v01.00. 2021. O-RAN Non-RT RIC Architecture 1.0. (Oct. 2021)."},{"volume-title":"O-RAN Near-RT RAN Intelligent Controller Near-RT RIC Architecture 2.01. (Mar","year":"2022","key":"e_1_3_2_1_33_1","unstructured":"O-RAN.WG3.RICARCH-v02.01. 2022. O-RAN Near-RT RAN Intelligent Controller Near-RT RIC Architecture 2.01. (Mar. 2022)."},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/3466772.3467035"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.3390\/e19020047"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-021-10616-6"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1016\/0377-0427(87)90125-7"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1021\/ac60214a047"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/1993744.1993776"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM42981.2021.9488786"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2022.3199458"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1109\/WMNC.2014.6878862"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2018.2870135"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/3267305.3274173"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2995057"},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1109\/PerCo"},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1145\/3485983.3494844"},{"key":"e_1_3_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1145\/1999995.2000013"},{"first-page":"9781450370851","volume-title":"ACM MobiCom '20","key":"e_1_3_2_1_49_1","unstructured":"2020. Microscope: mobile service traffic decomposition for network slicing as a service. ACM MobiCom '20, 14 pages. isbn: 9781450370851."}],"event":{"name":"IMC '23: ACM Internet Measurement Conference","sponsor":["SIGCOMM ACM Special Interest Group on Data Communication"],"location":"Montreal QC Canada","acronym":"IMC '23"},"container-title":["Proceedings of the 2023 ACM on Internet Measurement Conference"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3618257.3624825","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3618257.3624825","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T13:17:56Z","timestamp":1755868676000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3618257.3624825"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,10,24]]},"references-count":49,"alternative-id":["10.1145\/3618257.3624825","10.1145\/3618257"],"URL":"https:\/\/doi.org\/10.1145\/3618257.3624825","relation":{},"subject":[],"published":{"date-parts":[[2023,10,24]]},"assertion":[{"value":"2023-10-24","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}