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09/21/2023
Continuous Multi-user Activity Tracking via Room-Scale mmWave Sensing
Continuous detection of human activities and presence is essential for d...
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01/19/2023
mmDrive: mmWave Sensing for Live Monitoring and On-Device Inference of Dangerous Driving
Detecting dangerous driving has been of critical interest for the past f...
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08/01/2022
UniPreCIS : A data pre-processing solution for collocated services on shared IoT
Next-generation smart city applications, attributed by the power of Inte...
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06/16/2022
Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data
We propose Compressed Vertical Federated Learning (C-VFL) for communicat...
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08/19/2021
Cross-Silo Federated Learning for Multi-Tier Networks with Vertical and Horizontal Data Partitioning
We consider federated learning in tiered communication networks. Our net...
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02/06/2021
Multi-Tier Federated Learning for Vertically Partitioned Data
We consider decentralized model training in tiered communication network...
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07/27/2020
Multi-Level Local SGD for Heterogeneous Hierarchical Networks
We propose Multi-Level Local SGD, a distributed gradient method for lear...
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06/05/2020
Skedulix: Hybrid Cloud Scheduling for Cost-Efficient Execution of Serverless Applications
We present a framework for scheduling multifunction serverless applicati...
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03/20/2020
Estimations by stable motions and applications
We propose a nonparametric parameter estimation of confidence intervals ...
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03/03/2020
Performance Optimization for Edge-Cloud Serverless Platforms via Dynamic Task Placement
We present a framework for performance optimization in serverless edge-c...
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11/11/2019
Privacy is What We Care About: Experimental Investigation of Federated Learning on Edge Devices
Federated Learning enables training of a general model through edge devi...
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11/14/2018