Review of smart meter data analytics: Applications, methodologies, and challenges

Y Wang, Q Chen, T Hong… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
The widespread popularity of smart meters enables an immense amount of fine-grained
electricity consumption data to be collected. Meanwhile, the deregulation of the power …

Towards secure and privacy-preserving data sharing in e-health systems via consortium blockchain

A Zhang, X Lin - Journal of medical systems, 2018 - Springer
Electronic health record sharing can help to improve the accuracy of diagnosis, where
security and privacy preservation are critical issues in the systems. In recent years …

Anonymous and privacy-preserving federated learning with industrial big data

B Zhao, K Fan, K Yang, Z Wang, H Li… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Many artificial intelligence technologies have been applied for extracting useful information
from massive industrial big data. However, the privacy issues are usually overlooked in …

A secure and verifiable data sharing scheme based on blockchain in vehicular social networks

K Fan, Q Pan, K Zhang, Y Bai, S Sun… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The vehicular social networks (VSNs) supports diverse kinds of services such as traffic
management, road safety, and sharing data (videos, audios, roads photos, air quality, and …

Reliability-aware cost-efficient scientific workflows scheduling strategy on multi-cloud systems

X Tang - IEEE Transactions on Cloud Computing, 2021 - ieeexplore.ieee.org
Nowadays, more and more computation-intensive scientific applications with diverse needs
are migrating to cloud computing systems. However, the cloud systems alone cannot meet …

Blockchain-based anomaly detection of electricity consumption in smart grids

M Li, K Zhang, J Liu, H Gong, Z Zhang - Pattern Recognition Letters, 2020 - Elsevier
The big data generated by Industry 4.0 is expected to increase 20-fold in the next ten years
and it has raised various challenges in Industrial Wireless Sensor Networks (IWSNs) …

A privacy-preserving multidimensional data aggregation scheme with secure query processing for smart grid

AK Singh, J Kumar - The Journal of Supercomputing, 2023 - Springer
A smart meter is a critical component of the smart grid that collects data and reports to
electricity companies in several minutes or seconds. The real-time power consumption of …

A secure and privacy-preserving data aggregation and classification model for smart grid

AK Singh, J Kumar - Multimedia Tools and Applications, 2023 - Springer
Smart meters are rapidly installing by utility providers to improve the reliability and
performance of Smart Grid. Utility providers analyze real-time smart meter data to monitor …

Reliable budget aware workflow scheduling strategy on multi-cloud environment

KK Chakravarthi, P Neelakantan, L Shyamala… - Cluster …, 2022 - Springer
The resource provisioning and workflow execution in a multi-cloud environment using a pay-
as-you-use framework have recently gained the attention of the cloud computing research …

A secure and efficient data deduplication framework for the internet of things via edge computing and blockchain

Z Wu, H Huang, Y Zhou, C Wu - Connection Science, 2022 - Taylor & Francis
Data deduplication can solve the problem of resource wastage caused by duplicated data.
However, due to the limited resources of Internet of Things (IoT) devices, applying data …