{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,23]],"date-time":"2025-12-23T06:44:42Z","timestamp":1766472282133,"version":"3.48.0"},"reference-count":23,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T00:00:00Z","timestamp":1761523200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T00:00:00Z","timestamp":1761523200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,10,27]]},"DOI":"10.23919\/cnsm67658.2025.11297466","type":"proceedings-article","created":{"date-parts":[[2025,12,22]],"date-time":"2025-12-22T18:40:10Z","timestamp":1766428810000},"page":"1-7","source":"Crossref","is-referenced-by-count":0,"title":["Energy Demand as AI Model Selection Criteria? Assessing Quality and Energy Consumption for AI based KQI Prediction in Video Streaming"],"prefix":"10.23919","author":[{"given":"Frank","family":"Loh","sequence":"first","affiliation":[{"name":"University of W&#x00FC;rzburg, Institute of Computer Science,W&#x00FC;rzburg,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Carina","family":"Baur","sequence":"additional","affiliation":[{"name":"University of W&#x00FC;rzburg, Institute of Computer Science,W&#x00FC;rzburg,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Flavian","family":"Raithel","sequence":"additional","affiliation":[{"name":"University of W&#x00FC;rzburg, Institute of Computer Science,W&#x00FC;rzburg,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"David","family":"St\u00fcber","sequence":"additional","affiliation":[{"name":"University of W&#x00FC;rzburg, Institute of Computer Science,W&#x00FC;rzburg,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Omran","family":"Ayoub","sequence":"additional","affiliation":[{"name":"University of Applied Sciences and Arts of Southern Switzerland,Lugano,Switzerland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tobias","family":"Ho\u00dffeld","sequence":"additional","affiliation":[{"name":"University of W&#x00FC;rzburg, Institute of Computer Science,W&#x00FC;rzburg,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"year":"2025","key":"ref1","article-title":"Sporting Events Drive 2023\u2019s Biggest Daily Spikes in European and US Network Traffic"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2014.2360940"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-022-01418-y"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/NOMS47738.2020.9110267"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/NOMS56928.2023.10154413"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/NOMS56928.2023.10154290"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3394498"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3136723"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICCWorkshops57953.2023.10283614"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.006.2200490"},{"key":"ref11","article-title":"Monitoring the Quality of Streaming and Internet of Things Applications","author":"Loh","year":"2023","journal-title":"Bayerische JMU W\u00fcrzburg (Germany)"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2020.3036497"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2988735"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/IWQOS52092.2021.9521288"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.23919\/CNSM62983.2024.10814618"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.3390\/s21124172"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3004125"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2019.2895223"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICOIN59985.2024.10572125"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3366704"},{"year":"2025","key":"ref21","article-title":"PyRAPL"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/icc51166.2024.10622926"},{"article-title":"Low-Cost Energy Measurement and Multi-Port Traffic Generation for Network Devices","year":"2024","author":"Mehling","key":"ref23"}],"event":{"name":"2025 21st International Conference on Network and Service Management (CNSM)","start":{"date-parts":[[2025,10,27]]},"location":"Bologna, Italy","end":{"date-parts":[[2025,10,31]]}},"container-title":["2025 21st International Conference on Network and Service Management (CNSM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11297200\/11297407\/11297466.pdf?arnumber=11297466","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,23]],"date-time":"2025-12-23T06:39:50Z","timestamp":1766471990000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11297466\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,27]]},"references-count":23,"URL":"https:\/\/doi.org\/10.23919\/cnsm67658.2025.11297466","relation":{},"subject":[],"published":{"date-parts":[[2025,10,27]]}}}