Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning. Группа авторов. Читать онлайн. Newlib. NEWLIB.NET

Автор: Группа авторов
Издательство: John Wiley & Sons Limited
Серия:
Жанр произведения: Отраслевые издания
Год издания: 0
isbn: 9781119675518
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      64 64 Zhang, Y., Yao, J., and Guan, H. (2017). Intelligent cloud resource management with deep reinforcement learning. IEEE Cloud Computing 4 (6): 60–69. https://doi.org/10.1109/MCC.2018.1081063.

      65 65 Mismar, F.B., Choi, J., and Evans, B.L. (2019). A framework for automated cellular network tuning with reinforcement learning. IEEE Transactions on Communications 67 (10): 7152–7167. https://doi.org/10.1109/TCOMM.2019.2926715.

      66 66 Yao, H., Mai, T., Jiang, C. et al. (2019). Ai routers network mind: a hybrid machine learning paradigm for packet routing. IEEE Computational Intelligence Magazine 14 (4): 21–30. https://doi.org/10.1109/MCI.2019.2937609.

      67 67 Zhang, Q., Wang, X., Lv, J., and Huang, M. (2020). Intelligent content‐aware traffic engineering for SDN: an Ai‐driven approach. IEEE Network 34 (3): 186–193. https://doi.org/10.1109/MNET.001.1900340.

      68 68 Zhang, J., Ye, M., Guo, Z. et al. (2020). CFR‐RL: traffic engineering with reinforcement learning in SDN. IEEE Journal on Selected Areas in Communications 38 (10): 2249–2259. https://doi.org/10.1109/JSAC.2020.3000371.

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      1 1 Subject to other limitations, such as the curse of dimensionality.

Part II Management Models and Frameworks

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