Therefore in this paper, we propose a multi-pass deep Q network (MP-DQN) based short term task scheduling strategy to minimize the quality of service (QoS) ...

Therefore in this paper, we propose a multi-pass deep Q network (MP-DQN) based short term task scheduling strategy to minimize the quality of service. (QoS) ...

Task scheduling (TS) in cloud computing is a complex problem that involves balancing workload distribution, resource allocation, and power consumption. Existing ...

Yunan Yan, Keliang Du, Luhan Wang, Haiwen Niu, Xiangming Wen: MP-DQN Based Task Scheduling for RAN QoS Fluctuation Minimizing in Public Clouds.

ML-SLD: A message-level stateless design for cloud-native 5G core network · MP-DQN based task scheduling for RAN QoS fluctuation minimizing in public clouds.

May 2, 2024 · Wen, MP-DQN based task scheduling for RAN QoS fluctuation minimizing in public clouds, in Proc. 2022 IEEE Int. Conf. Communications ...

MP-DQN Based Task Scheduling for RAN QoS Fluctuation Minimizing in Public Clouds. Program at a Glance · Virtual Program · Hybrid Program · Keynotes · Executive ...

Yan et al. [9] proposed a short-term task scheduling strategy based on multi-provider Deep Q-Network (DQN) for frequent task scheduling problems in cloud ...

Then, We employ MP-DQN to solve the decision problem, jointly optimizing the services QoS and the task scheduling success rate. We conduct a real-world ...

MP-DQN Based Task Scheduling for RAN QoS Fluctuation Minimizing in Public Clouds. Yunan Yan (Beijing University of Posts and Telecommunications & None, China); ...