المؤلفون: Jia, Yongzhe, Liu, Bowen, Dou, Wanchun, Xu, Xiaolong, Zhou, Xiaokang, Qi, Lianyong, Yan, Zheng

المساهمون: Nanjing University, Nanjing University of Information Science & Technology, Shiga University, Qufu Normal University, Department of Communications and Networking, Aalto-yliopisto, Aalto University

مصطلحات موضوعية: Computation sharing, Convolutional neural networks (CNNs), Edge computing, Model pruning, Resource optimization

وصف الملف: application/pdf

العلاقة: IEEE Transactions on Industrial Informatics; Volume 18, issue 9; Jia , Y , Liu , B , Dou , W , Xu , X , Zhou , X , Qi , L & Yan , Z 2022 , ' CroApp: A CNN-Based Resource Optimization Approach in Edge Computing Environment ' , IEEE Transactions on Industrial Informatics , vol. 18 , no. 9 , pp. 6300-6307 . https://doi.org/10.1109/TII.2022.3154473Test; PURE UUID: c3cea17f-bac8-4b6c-986f-7b8071d0c415; PURE ITEMURL: https://research.aalto.fi/en/publications/c3cea17f-bac8-4b6c-986f-7b8071d0c415Test; PURE LINK: http://www.scopus.com/inward/record.url?scp=85132901261&partnerID=8YFLogxKTest; PURE FILEURL: https://research.aalto.fi/files/85730367/Jia_etal_CroApp_CNN_based_resource_optimization_approach.pdfTest; https://aaltodoc.aalto.fi/handle/123456789/115909Test; URN:NBN:fi:aalto-202208104731

الإتاحة: https://doi.org/10.1109/TII.2022.3154473Test
https://aaltodoc.aalto.fi/handle/123456789/115909Test

المؤلفون: Lehtimäki, Pasi

المساهمون: Tietojenkäsittelytieteen laitos, Aalto-yliopisto, Aalto University

مصطلحات موضوعية: Computer science, cellular network, radio network, radio resource optimization, information visualization, regression, clustering, segmentation, optimization

وصف الملف: Verkkokirja (1219 KB, 75 s.); application/pdf

العلاقة: [Publication 1]: Pasi Lehtimäki, Kimmo Raivio, and Olli Simula. Mobile Radio Access Network Monitoring Using the Self-Organizing Map. In Proceedings of the 10th European Symposium on Artificial Neural Networks (ESANN 2002), Bruges, Belgium, April 24-26, 2002, pages 231-236.; [Publication 2]: Jaana Laiho, Kimmo Raivio, Pasi Lehtimäki, Kimmo Hätönen, and Olli Simula. Advanced Analysis Methods for 3G Cellular Networks. IEEE Transactions on Wireless Communications, volume 4, number 3, pages 930-942, May 2005.; [Publication 3]: Pasi Lehtimäki, Kimmo Raivio, and Olli Simula. Self-Organizing Operator Maps in Complex System Analysis. In Proceedings of the Joint 13th International Conference on Artificial Neural Networks and 10th International Conference on Neural Information Processing (ICANN/ICONIP 2003), Istanbul, Turkey, June 26-29, 2003. Lecture Notes in Computer Science, volume 2714, pages 622-629.; [Publication 4]: Pasi Lehtimäki and Kimmo Raivio. A SOM Based Approach for Visualization of GSM Network Performance Data. In Proceedings of the 18th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems (IEA/AIE 2005), Bari, Italy, June 22-25, 2005. Lecture Notes in Artificial Intelligence, volume 3533, pages 588-598.; [Publication 5]: Pasi Lehtimäki and Kimmo Raivio. A Knowledge-Based Model for Analyzing GSM Network Performance. In Proceedings of the 6th International Symposium on Intelligent Data Analysis (IDA 2005), Madrid, Spain, September 8-10, 2005. Lecture Notes in Computer Science, volume 3646, pages 204-215.; [Publication 6]: Pasi Lehtimäki and Kimmo Raivio. Combining Measurement Data and Erlang-B Formula for Blocking Prediction in GSM Networks. In Proceedings of the 10th Scandinavian Conference on Artificial Intelligence (SCAI 2008), Stockholm, Sweden, May 26-28, 2008, accepted for publication. © 2008 by authors.; [Publication 7]: Pasi Lehtimäki. A Model for Optimisation of Signal Level Thresholds in GSM Networks. International Journal of Mobile Network Design and Innovation, accepted for publication.; https://aaltodoc.aalto.fi/handle/123456789/4412Test; URN:ISBN:978-951-22-9283-7

الإتاحة: https://aaltodoc.aalto.fi/handle/123456789/4412Test