{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,9]],"date-time":"2026-06-09T12:33:27Z","timestamp":1781008407308,"version":"3.54.1"},"reference-count":24,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,5,19]],"date-time":"2025-05-19T00:00:00Z","timestamp":1747612800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,5,19]],"date-time":"2025-05-19T00:00:00Z","timestamp":1747612800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100000780","name":"European Union","doi-asserted-by":"publisher","award":["101112268"],"award-info":[{"award-number":["101112268"]}],"id":[{"id":"10.13039\/501100000780","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,5,19]]},"DOI":"10.1109\/ccgrid64434.2025.00048","type":"proceedings-article","created":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T17:36:08Z","timestamp":1751304968000},"page":"266-275","source":"Crossref","is-referenced-by-count":3,"title":["Private Distributed Resource Management Data: Predicting CPU Utilization with Bi-LSTM and Federated Learning"],"prefix":"10.1109","author":[{"given":"Lorenzo","family":"Carnevale","sequence":"first","affiliation":[{"name":"University of Messina,Department of Mathematics, Physics, Informatic and Earth Science,Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Daniel","family":"Balouek","sequence":"additional","affiliation":[{"name":"IMT Atlantique, Inria, LS2N,UMR CNRS 6004,Nantes,France,F-44307"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Serena","family":"Sebbio","sequence":"additional","affiliation":[{"name":"University of Messina,Department of Mathematics, Physics, Informatic and Earth Science,Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Manish","family":"Parashar","sequence":"additional","affiliation":[{"name":"Scientific Computing and Imaging Institute, University of Utah,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Massimo","family":"Villari","sequence":"additional","affiliation":[{"name":"University of Messina,Department of Mathematics, Physics, Informatic and Earth Science,Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1177\/1094342019877383"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2022.3142856"},{"key":"ref3","first-page":"191","article-title":"Research on Stacked Model for Cluster CPU Utilization Prediction Based on Butterworth Filter","volume-title":"2023 4th International Conference on Big Data, Artificial Intelligence and Internet of Things Engineering (ICBAIE)","author":"Wang"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1002\/9781119551713.ch7"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3439602.3439618"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"210","DOI":"10.1007\/978-3-031-35734-3_21","article-title":"CPU Usage Prediction Model: A Simplified VM Clustering Approach","volume-title":"Complex, Intelligent and Software Intensive Systems","volume":"176","author":"Estrada","year":"2023"},{"key":"ref7","doi-asserted-by":"crossref","first-page":"81","DOI":"10.1007\/978-981-19-8234-7_7","article-title":"Explaining Predictive Scheduling in Cloud","volume-title":"Recent Challenges in Intelligent Information and Database Systems","volume":"1716","author":"Fahimullah","year":"2022"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s11227-024-06451-9"},{"issue":"8","key":"ref9","doi-asserted-by":"crossref","first-page":"1081","DOI":"10.7840\/kics.2022.47.8.1081","article-title":"An Improvement of Multi-Cluster Stability of Private Cloud Systems through LSTM-Based CPU Usage Prediction","volume":"47","author":"Park","year":"2022","journal-title":"The Journal of Korean Institute of Communications and Information Sciences"},{"key":"ref10","first-page":"67","article-title":"Predicting host CPU utilization in cloud computing using recurrent neural networks","volume-title":"2017 12th International Conference for Internet Technology and Secured Transactions (ICITST)","author":"Duggan"},{"key":"ref11","first-page":"55","article-title":"CPU workload forecasting of machines in data centers using LSTM recurrent neural networks and ARIMA models","volume-title":"2017 12th International Conference for Internet Technology and Secured Transactions (ICITST)","author":"Janardhanan"},{"key":"ref12","doi-asserted-by":"crossref","first-page":"162","DOI":"10.1016\/j.future.2018.03.040","article-title":"Predicting host CPU utilization in the cloud using evolutionary neural networks","volume":"86","author":"Mason","year":"2018","journal-title":"Future Generation Computer Systems"},{"key":"ref13","first-page":"219","article-title":"Machine Learning Based Resource Utilization Prediction in the Computing Continuum","volume-title":"2023 IEEE 28th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)","author":"Bauer"},{"key":"ref14","first-page":"1016","article-title":"A Multilevel Learning Model for Predicting CPU Utilization in Cloud Data Centers","volume-title":"2023 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC\/PiCom\/CBDCom\/CyberSciTech)","author":"Daraghmeh"},{"key":"ref15","first-page":"1","article-title":"A PSO-SVR Based Resource Allocation Approach for Network Function Virtualization","volume-title":"2023 IEEE Latin American Conference on Computational Intelligence (LA-CCI)","author":"Roque"},{"issue":"7","key":"ref16","doi-asserted-by":"crossref","first-page":"2911","DOI":"10.3390\/app14072911","article-title":"Isolated Forest-Based Prediction of Container Resource Load Extremes","volume":"14","author":"Wang","year":"2024","journal-title":"Applied Sciences"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s10723-022-09639-6"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3132747.3132772"},{"key":"ref19","volume-title":"How to create and scale 6,000 virtual machines in 7 hours with red hat openshift virtualization","author":"Hat","year":"2024"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref21","first-page":"473","article-title":"LSTM can solve hard long time lag problems","volume-title":"Proceedings of the 9th International Conference on Neural Information Processing Systems, ser. NIPS\u201996","author":"Hochreiter","year":"1996"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1162\/089976600300015015"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-04519-1_1"},{"key":"ref24","volume-title":"Communication-efficient learning of deep networks from decentralized data","author":"McMahan","year":"2023"}],"event":{"name":"2025 IEEE 25th International Symposium on Cluster, Cloud and Internet Computing (CCGrid)","location":"Troms\u00f8, Norway","start":{"date-parts":[[2025,5,19]]},"end":{"date-parts":[[2025,5,22]]}},"container-title":["2025 IEEE 25th International Symposium on Cluster, Cloud and Internet Computing (CCGrid)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11044421\/11044790\/11044838.pdf?arnumber=11044838","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,1]],"date-time":"2025-07-01T05:32:59Z","timestamp":1751347979000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11044838\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5,19]]},"references-count":24,"URL":"https:\/\/doi.org\/10.1109\/ccgrid64434.2025.00048","relation":{},"subject":[],"published":{"date-parts":[[2025,5,19]]}}}