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04/09/2021
Context-Aware Task Handling in Resource-Constrained Robots with Virtualization
Intelligent mobile robots are critical in several scenarios. However, as...
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04/09/2021
Creating Robust Deep Neural Networks With Coded Distributed Computing for IoT Systems
The increasing interest in serverless computation and ubiquitous wireles...
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02/16/2021
THIA: Accelerating Video Analytics using Early Inference and Fine-Grained Query Planning
To efficiently process visual data at scale, researchers have proposed t...
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11/22/2020
Copernicus: Characterizing the Performance Implications of Compression Formats Used in Sparse Workloads
Sparse matrices are the key ingredients of several application domains, ...
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11/17/2020
Secure Location-Aware Authentication and Communication for Intelligent Transportation Systems
Intelligent transportation systems (ITS) are expected to effectively cre...
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11/13/2020
Reducing Inference Latency with Concurrent Architectures for Image Recognition
Satisfying the high computation demand of modern deep learning architect...
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03/13/2020
Edge-Tailored Perception: Fast Inferencing in-the-Edge with Efficient Model Distribution
The rise of deep neural networks (DNNs) is inspiring new studies in myri...
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01/08/2019
Collaborative Execution of Deep Neural Networks on Internet of Things Devices
With recent advancements in deep neural networks (DNNs), we are able to ...
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02/05/2018
Musical Chair: Efficient Real-Time Recognition Using Collaborative IoT Devices
The prevalence of Internet of things (IoT) devices and abundance of sens...
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10/26/2017
CODA: Enabling Co-location of Computation and Data for Near-Data Processing
Recent studies have demonstrated that near-data processing (NDP) is an e...
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07/17/2017
Performance Implications of NoCs on 3D-Stacked Memories: Insights from the Hybrid Memory Cube
Memories that exploit three-dimensional (3D)-stacking technology, which ...
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06/08/2017