BrainIoT: Brain-like productive services provisioning with federated learning in industrial IoT

H Yang, J Yuan, C Li, G Zhao, Z Sun… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
The Industrial Internet of Things (IIoT) accommodates a huge number of heterogeneous
devices to bring vast services under a distributed computing scenarios. Most productive …

Multi-associated parameters aggregation-based routing and resources allocation in multi-core elastic optical networks

H Yang, Q Yao, B Bao, A Yu, J Zhang… - … /ACM Transactions on …, 2022 - ieeexplore.ieee.org
Space division multiplexing (SDM), as a potential means of enhancing the capacity of optical
transmission systems, has attracted widespread attention. However, the adoption of SDM …

Cloud-edge collaboration in industrial internet of things: A joint offloading scheme based on resource prediction

Z Sun, H Yang, C Li, Q Yao, D Wang… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
With the continuous addition of an abundant of heterogeneous devices, the limitation of task
delay has become an obstacle to the development of the Industrial Internet of Things (IIoT) …

Use of machine learning techniques in soil classification

Y Aydın, Ü Işıkdağ, G Bekdaş, SM Nigdeli, ZW Geem - Sustainability, 2023 - mdpi.com
In the design of reliable structures, the soil classification process is the first step, which
involves costly and time-consuming work including laboratory tests. Machine learning (ML) …

SNR re-verification-based routing, band, modulation, and spectrum assignment in hybrid C-C+ L optical networks

Q Yao, H Yang, B Bao, J Zhang, H Wang… - Journal of Lightwave …, 2022 - ieeexplore.ieee.org
Band division multiplexing technology is a promising medium-term transitional solution to
deal with the traffic flood, by leveraging the existing optical fiber transmission infrastructure …

Blockchain-enabled tripartite anonymous identification trusted service provisioning in industrial IoT

H Yang, B Bao, C Li, Q Yao, A Yu… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
The integration of Internet of Things (IoT) and industry reveals the industrial manufacturing
developments, resulting in Industry IoT (IIoT), which is to provide a general interconnect …

Automatic guarantee scheme for intent-driven network slicing and reconfiguration

H Yang, K Zhan, B Bao, Q Yao, J Zhang… - Journal of Network and …, 2021 - Elsevier
Commonly, the network configuration leans upon the operators' experience to operate
network, including command-line configuration, middle-ware scripts, and troubleshooting …

Anomaly prediction with hybrid supervised/unsupervised deep learning for elastic optical networks: a multi-index correlative approach

H Yang, Y Wan, Q Yao, B Bao, C Li, Z Sun… - Journal of Lightwave …, 2022 - opg.optica.org
With the emergence of new services, the complex optical network environment makes it
more difficult to predict network anomalies. This paper proposes a multi-index anomaly …

SDFA: A service-driven fragmentation-aware resource allocation in elastic optical networks

B Bao, H Yang, Q Yao, A Yu… - … on Network and …, 2021 - ieeexplore.ieee.org
To support the fifth-generation bandwidth-hungry applications, such as the Internet of
Things, virtual reality, augmented reality, and cloud computing, elastic optical networks have …

Resource allocation with edge-cloud collaborative traffic prediction in integrated radio and optical networks

B Bao, H Yang, Q Yao, L Guan, J Zhang… - IEEE Access, 2023 - ieeexplore.ieee.org
By integrating communications in different domains, integrated radio and optical networks
can serve a wider range of applications and services. Integrated radio and optical network …