Blockchain-empowered collaborative task offloading for cloud-edge-device computing

S Yao, M Wang, Q Qu, Z Zhang… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
How to enable high-performance task offloading and preserve the trust between participants
is imperative yet nontrivial to the Cloud-Edge-Device (CED) computing, mainly because the …

Cooperative task offloading and block mining in blockchain-based edge computing with multi-agent deep reinforcement learning

DC Nguyen, M Ding, PN Pathirana… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
The convergence of mobile edge computing (MEC) and blockchain is transforming the
current computing services in mobile networks, by offering task offloading solutions with …

Cooperative computation offloading and resource allocation for blockchain-enabled mobile-edge computing: A deep reinforcement learning approach

J Feng, FR Yu, Q Pei, X Chu, J Du… - IEEE Internet of Things …, 2019 - ieeexplore.ieee.org
Mobile-edge computing (MEC) is a promising paradigm to improve the quality of
computation experience of mobile devices because it allows mobile devices to offload …

Online deep reinforcement learning for computation offloading in blockchain-empowered mobile edge computing

X Qiu, L Liu, W Chen, Z Hong… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Offloading computation-intensive tasks (eg, blockchain consensus processes and data
processing tasks) to the edge/cloud is a promising solution for blockchain-empowered …

EEDTO: An energy-efficient dynamic task offloading algorithm for blockchain-enabled IoT-edge-cloud orchestrated computing

H Wu, K Wolter, P Jiao, Y Deng… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
With the proliferation of compute-intensive and delay-sensitive mobile applications, large
amounts of computational resources with stringent latency requirements are required on …

Toward blockchain-powered trusted collaborative services for edge-centric networks

B Wu, K Xu, Q Li, S Ren, Z Liu, Z Zhang - IEEE network, 2020 - ieeexplore.ieee.org
Collaborative edge computing (CEC) is a novel extension for several edge paradigms (eg,
mobile edge computing, fog computing, and cloudlet) to further enhance processing …

Secure task offloading in blockchain-enabled mobile edge computing with deep reinforcement learning

A Samy, IA Elgendy, H Yu, W Zhang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Mobile Edge Computing (MEC) is a promising and fast-developing paradigm that provides
cloud services at the edge of the network. MEC enables IoT devices to offload and execute …

Blockchain empowered resource trading in mobile edge computing and networks

G Qiao, S Leng, H Chai, A Asadi… - ICC 2019-2019 IEEE …, 2019 - ieeexplore.ieee.org
This paper proposes a new device-to-device edge computing and networks (D2D-ECN)
framework which facilitates low-latency execution of real-time Internet-of Things applications …

Privacy-preserved task offloading in mobile blockchain with deep reinforcement learning

DC Nguyen, PN Pathirana, M Ding… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Blockchain technology with its secure, transparent and decentralized nature has been
recently employed in many mobile applications. However, the process of executing …

Cloud–edge collaborative resource allocation for blockchain-enabled Internet of Things: A collective reinforcement learning approach

M Li, P Pei, FR Yu, P Si, Y Li, E Sun… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Driven by numerous emerging mobile devices and various Quality-of-Service (QoS)
requirements, mobile-edge computing (MEC) has been recognized as a prospective …