Resource pricing and allocation in MEC enabled blockchain systems: An A3C deep reinforcement learning approach
When using blockchain in mobile systems, computation intensive mining tasks pose great
challenges to the processing capabilities of mobile miner equipment. Mobile edge …
challenges to the processing capabilities of mobile miner equipment. Mobile edge …
Cooperative computation offloading and resource allocation for blockchain-enabled mobile-edge computing: A deep reinforcement learning approach
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 …
computation experience of mobile devices because it allows mobile devices to offload …
Cooperative task offloading and block mining in blockchain-based edge computing with multi-agent deep reinforcement learning
The convergence of mobile edge computing (MEC) and blockchain is transforming the
current computing services in mobile networks, by offering task offloading solutions with …
current computing services in mobile networks, by offering task offloading solutions with …
Mean-field learning for edge computing in mobile blockchain networks
Blockchain has been leveraged to secure transactions for the m-commerce. However, the
intensive computation in the mining process restricts the participation of mobile devices …
intensive computation in the mining process restricts the participation of mobile devices …
Privacy-preserved task offloading in mobile blockchain with deep reinforcement learning
Blockchain technology with its secure, transparent and decentralized nature has been
recently employed in many mobile applications. However, the process of executing …
recently employed in many mobile applications. However, the process of executing …
Blockchain meets edge computing: Stackelberg game and double auction based task offloading for mobile blockchain
Blockchain technology is developing rapidly and has been applied in various aspects,
among which there are broad prospects in Internet of Things (IoT). However, IoT mobile …
among which there are broad prospects in Internet of Things (IoT). However, IoT mobile …
Optimal pricing-based edge computing resource management in mobile blockchain
As the core issue of blockchain, the mining requires solving a proof-of-work puzzle, which is
resource expensive to implement in mobile devices due to the high computing power …
resource expensive to implement in mobile devices due to the high computing power …
Learning-based mobile edge computing resource management to support public blockchain networks
A Asheralieva, D Niyato - IEEE Transactions on Mobile …, 2019 - ieeexplore.ieee.org
We consider a public blockchain realized in the mobile edge computing (MEC) network,
where the blockchain miners compete against each other to solve the proof-of-work puzzle …
where the blockchain miners compete against each other to solve the proof-of-work puzzle …
Online deep reinforcement learning for computation offloading in blockchain-empowered mobile edge computing
Offloading computation-intensive tasks (eg, blockchain consensus processes and data
processing tasks) to the edge/cloud is a promising solution for blockchain-empowered …
processing tasks) to the edge/cloud is a promising solution for blockchain-empowered …
Adaptive resource allocation in future wireless networks with blockchain and mobile edge computing
In this paper, we present a blockchain-based mobile edge computing (B-MEC) framework
for adaptive resource allocation and computation offloading in future wireless networks …
for adaptive resource allocation and computation offloading in future wireless networks …