Mlink: Linking black-box models from multiple domains for collaborative inference

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CARIn: Constraint-Aware and Responsive Inference on Heterogeneous Devices for Single-and Multi-DNN Workloads

I Panopoulos, S Venieris, I Venieris - ACM Transactions on Embedded …, 2024 - dl.acm.org
The relentless expansion of deep learning (DL) applications in recent years has prompted a
pivotal shift towards on-device execution, driven by the urgent need for real-time processing …
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HeteroPush: Communication-Efficient Video Analytics by Scheduling Heterogeneous Filters

YN Zhang, L Zhang, M Yuan… - 2023 9th International …, 2023 - ieeexplore.ieee.org
A large number of cameras have been deployed in different real world scenarios. Due to the
limited computing power and bandwidth, a combined device-cloud framework is typically …
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