Federated learning with blockchain for autonomous vehicles: Analysis and design challenges

SR Pokhrel, J Choi - IEEE Transactions on Communications, 2020 - ieeexplore.ieee.org
We propose an autonomous blockchain-based federated learning (BFL) design for privacy-
aware and efficient vehicular communication networking, where local on-vehicle machine …

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 …

The longest-chain protocol under random delays

S Sankagiri, S Gandlur, B Hajek - Stochastic Systems, 2023 - pubsonline.informs.org
In the field of distributed consensus and blockchains, the synchronous communication
model assumes that all messages between honest parties are delayed by at most a known …

Enhancing the power of two choices load balancing algorithm using round robin policy

F Garcia-Carballeira, A Calderon, J Carretero - Cluster Computing, 2021 - Springer
This paper proposes a new version of the power of two choices, SQ (d), load balancing
algorithm. This new algorithm improves the performance of the classical model based on the …

Intelligent crime prevention and control big data analysis system based on imaging and capsule network model

Y Cai, D Li, Y Wang - Neural Processing Letters, 2021 - Springer
With the rapid development of China's national economy, the effects of traditional public
security management methods have been greatly weakened, and various new types of …

Visual analysis framework for network abnormal data based on multi-agent model

Z Li - Soft Computing, 2021 - Springer
With the development of Internet, the amount of data increases exponentially. With the
development of network technology, human beings have entered the era of big data …

Retracted: Construction of urban agricultural health informatics safety supervision system based on imaging and deep learning

Z Liu - Concurrency and Computation: Practice and …, 2021 - Wiley Online Library
Construction of urban agricultural health informatics safety supervision (UAHISS) system
based on medical imaging and deep learning (DL) is provided in this research. The …

When Power-of-d-Choices Meets Priority

J Niu, C Wang, C Feng, H Xu - 2022 IEEE/ACM 30th …, 2022 - ieeexplore.ieee.org
Power-of-d-choices (Pod) is a popular load balancing strategy, which has received much
attention from both academia and industry. However, much prior work on Pod has focused …

Some theoretical problems in blockchain security and efficiency

S Sankagiri - 2022 - ideals.illinois.edu
A salient factor behind the success of Bitcoin and other cryptocurrencies is the security of its
underlying consensus engine: the longest-chain protocol. Recent literature has given us an …

AIPL: The Theoretical Framework of Artificial Intelligence for Proportional Liability in China from Data Mining Perspectives

J Yan - 2020 Fourth International Conference on Computing …, 2020 - ieeexplore.ieee.org
Theoretical framework of artificial intelligence for proportional liability in China from a data
mining perspective is designed in this paper. From the technological perspective, the novelty …