75 citations · 78 across the 3 of their papers we have counts for
3 papers
cs.NI2024★ 75 cited
Artificial Intelligence of Things: A Survey
Shakhrul Iman Siam, Hyunho Ahn, Li Liu +7
The integration of the Internet of Things (IoT) and modern Artificial Intelligence (AI) has given rise to a new paradigm known as the Artificial Intelligence of Things (AIoT). In t…
cs.PF2023★ 2 cited
Performance Characterization of using Quantization for DNN Inference on Edge Devices: Extended Version
Hyunho Ahn, Tian Chen, Nawras Alnaasan +5
Quantization is a popular technique used in Deep Neural Networks (DNN) inference to reduce the size of models and improve the overall numerical performance by exploiting native har…
cs.DC2021★ 1 cited
ScissionLite: Accelerating Distributed Deep Neural Networks Using Transfer Layer
Hyunho Ahn, Munkyu Lee, Cheol-Ho Hong +1
Industrial Internet of Things (IIoT) applications can benefit from leveraging edge computing. For example, applications underpinned by deep neural networks (DNN) models can be slic…