In-network processing acoustic data for anomaly detection in smart factory

H Wu, Y Shen, X Xiao, A Hecker… - 2021 IEEE Global …, 2021 - ieeexplore.ieee.org
Modern manufacturing is now deeply integrating new technologies such as 5G, Internet-of-
things (IoT), and cloud/edge computing to shape manufacturing to a new level–Smart …

Accelerating industrial iot acoustic data separation with in-network computing

H Wu, Y Shen, X Xiao, GT Nguyen… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
Acoustic data from the Industrial Internet of Things (IIoT) are widely used in anomaly
detection because audio information reflects richer internal statuses of monitored working …

In-network processing for low-latency industrial anomaly detection in softwarized networks

H Wu, J He, M Tömösközi, Z Xiang… - 2021 IEEE Global …, 2021 - ieeexplore.ieee.org
Modern manufacturers are currently undertaking the integration of novel digital technologies-
such as 5G-based wireless networks, the Internet of Things (IoT), and cloud computing-to …

Abstraction-based multi-object acoustic anomaly detection for low-complexity big data analysis

H Wu, J He, M Tömösközi… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
In the deployments of cyber-physical systems, specifically predictive maintenance and
Internet of Things applications, a staggering amount of data can be harvested, transmitted …

Experimental Proof of the Energy Advantage of In-Network Intelligence

H Wu, M Tömösközi, R Bassoli, J Zhang… - 2022 International …, 2022 - ieeexplore.ieee.org
According to the current architectural visions, 6G is expected to host various new demanding
use cases like massive twinning, massive robots and cobots, and the Tactile Internet. This …

You Only Hear Once: Lightweight In-Network AI Design for Multi-object Anomaly Detection

H Wu, J He, M Tömösközi, J Zhang… - 2022 IEEE 21st …, 2022 - ieeexplore.ieee.org
With the rapid evolution of programmable network devices, the transformation of network
infrastructure to a programmable computing platform has become a reality. As a result, such …