Deep Neural Networks meet computation offloading in mobile edge networks: Applications, taxonomy, and open issues
Abstract Mobile Edge Computing (MEC) is a modern paradigm that involves moving
computing and storage resources closer to the network edge, reducing latency, and …
computing and storage resources closer to the network edge, reducing latency, and …
DRL-based computation rate maximization for wireless powered multi-AP edge computing
In the ongoing 5G and upcoming 6G eras, the intelligent Internet of Things (IoT) network will
take increasingly important responsibility for industrial production, daily life and so on. The …
take increasingly important responsibility for industrial production, daily life and so on. The …
Multi-compression scale DNN inference acceleration based on cloud-edge-end collaboration
Edge intelligence has emerged as a promising paradigm to accelerate DNN inference by
model partitioning, which is particularly useful for intelligent scenarios that demand high …
model partitioning, which is particularly useful for intelligent scenarios that demand high …
[PDF][PDF] Wireless Power Assisted Computation Offloading in Mobile Edge Computing: A Deep Reinforcement Learning Approach
One of the missions of mobile edge computing (MEC) is to develop innovative applications
in closer proximity while preserving latency constraints. Integration of MEC with the …
in closer proximity while preserving latency constraints. Integration of MEC with the …
Computation Time Minimized Offloading in NOMA-enabled Wireless Powered Mobile Edge Computing
Wireless powered mobile edge computing (WP-MEC), which combines mobile edge
computing (MEC) and wireless power transfer (WPT), is a promising paradigm for coping …
computing (MEC) and wireless power transfer (WPT), is a promising paradigm for coping …
[HTML][HTML] Computational rate maximization for SWIPT-based mobile edge computing with alternative optimization algorithm
B Fang, X Chen, B Huang - Internet of Things, 2023 - Elsevier
With the rapid integration of Intelligent Computing and Internet of Things technology (IoT), Iot
sensor network devices are expected not only gather signal but also handle data computing …
sensor network devices are expected not only gather signal but also handle data computing …
Lyapunov-Based Computation Rate Maximization for Wireless Powered Edge Computing
S Bao, S Zhang, K Chi, X Chen… - 2023 19th International …, 2023 - ieeexplore.ieee.org
In recent years, wireless powered mobile edge computing (WP-MEC) is one of solutions to
the problem of insufficient computing power and battery capacity of current edge devices …
the problem of insufficient computing power and battery capacity of current edge devices …
[HTML][HTML] ArticlesWireless Power Assisted Computation Offloading in Mobile Edge Computing: A Deep Reinforcement Learning Approach
One of the missions of mobile edge computing (MEC) is to develop innovative applications
in closer proximity while preserving latency constraints. Integration of MEC with the …
in closer proximity while preserving latency constraints. Integration of MEC with the …