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Publications
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"Making Serverless Not So Cold in Edge Clouds: A Cost-Effective Online Approach",
IEEE Transactions on Mobile Computing, pp. https://doi.org/10.1109/tmc.2024.3355118, 01/2024.
"Leveraging Deep Reinforcement Learning with Attention Mechanism for Virtual Network Function Placement and Routing",
IEEE Transactions on Parallel and Distributed Systems, vol. 34, issue 4, pp. 1186-1201, 04/2023.
"Adaptive and Efficient Qubit Allocation Using Reinforcement Learning in Quantum Networks",
IEEE Network, vol. 36, issue 5, pp. 48-54, 09/2022.
"Caching-Enabled Computation Offloading in Multi-Region MEC Network via Deep Reinforcement Learning",
IEEE Internet of Things Journal, vol. 9, issue 21, pp. 21086 - 21098, 11/2022.
"Delay-Sensitive and Availability-Aware Virtual Network Function Scheduling for NFV",
IEEE Transactions on Services Computing, vol. 15, issue 1, pp. 188-201, 01/2022.
Resource Allocation in Network Function Virtualization: Problems, Models and Algorithms,
, Singapore, Springer, 2022.
"A-DDPG: Attention Mechanism-based Deep Reinforcement Learning for NFV",
The 29th IEEE/ACM International Symposium on Quality of Service (IWQoS 2021), 06/2021.
"Recent Advances of Resource Allocation in Network Function Virtualization",
IEEE Transactions on Parallel and Distributed Systems, vol. 32, issue 2, pp. 295-314, 02/2021.
"Survivable Task Allocation in Cloud Radio Access Networks with Mobile Edge Computing",
IEEE Internet of Things Journal, vol. 8, issue 2, pp. 1095-1108, 01/2021.
"Traffic routing in stochastic network function virtualization networks",
Journal of Network and Computer Applications, vol. 169, issue 102765, 11/2020.
"Cloudlet Placement and Task Allocation in Mobile Edge Computing",
IEEE Internet of Things Journal, vol. 6, issue 3, pp. 5853-5863, 06/2019.
