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07/14/2023
DIGEST: Fast and Communication Efficient Decentralized Learning with Local Updates
Two widely considered decentralized learning algorithms are Gossip and r...
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05/11/2023
Efficient Coded Multi-Party Computation at Edge Networks
Multi-party computation (MPC) is promising for designing privacy-preserv...
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03/13/2022
Adaptive Gap Entangled Polynomial Coding for Multi-Party Computation at the Edge
Multi-party computation (MPC) is promising for designing privacy-preserv...
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09/08/2021
Capacity and Stability Regions for Layered Packet Erasure Broadcast Channels with Feedback
This paper focuses on the Layered Packet Erasure Broadcast Channel (LPE-...
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06/15/2021
Coded Privacy-Preserving Computation at Edge Networks
Multi-party computation (MPC) is promising for privacy-preserving machin...
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03/07/2021
Adaptive Coding for Matrix Multiplication at Edge Networks
Edge computing is emerging as a new paradigm to allow processing data at...
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06/20/2020
Packet Completion Time Minimization via Joint D2D and Cellular Communication: A Unified Network Coding Approach
This paper tackles the problem of transmitting a common content to a num...
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10/30/2019
Robust and Computationally-Efficient Anomaly Detection using Powers-of-Two Networks
Robust and computationally efficient anomaly detection in videos is a pr...
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09/27/2019
Private and Rateless Adaptive Coded Matrix-Vector Multiplication
Edge computing is emerging as a new paradigm to allow processing data ne...
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08/15/2019
Secure Coded Cooperative Computation at the Heterogeneous Edge against Byzantine Attacks
Edge computing is emerging as a new paradigm to allow processing data at...
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07/31/2018
On Erasure Broadcast Channels with Hard Deadlines
This paper considers packet scheduling over a broadcast channel with pac...
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05/31/2018
Predictive Edge Computing with Hard Deadlines
Edge computing is a promising approach for localized data processing for...
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01/13/2018
Coded Cooperative Computation for Internet of Things
Cooperative computation is a promising approach for localized data proce...
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12/08/2017