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07/18/2021
A Practical Algorithm Design and Evaluation for Heterogeneous Elastic Computing with Stragglers
Our extensive real measurements over Amazon EC2 show that the virtual in...
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10/24/2020
Local Averaging Helps: Hierarchical Federated Learning and Convergence Analysis
Federated learning is an effective approach to realize collaborative lea...
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08/13/2020
FLCD: A Flexible Low Complexity Design of Coded Distributed Computing
We propose a flexible low complexity design (FLCD) of coded distributed ...
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08/12/2020
Coded Elastic Computing on Machines with Heterogeneous Storage and Computation Speed
We study the optimal design of heterogeneous Coded Elastic Computing (CE...
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08/02/2020
A Combinatorial Design for Cascaded Coded Distributed Computing on General Networks
Coding theoretic approached have been developed to significantly reduce ...
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07/21/2020
A New Combinatorial Coded Design for Heterogeneous Distributed Computing
Coded Distributed Computing (CDC) introduced by Li et al. in 2015 offers...
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01/12/2020
Heterogeneous Computation Assignments in Coded Elastic Computing
We study the optimal design of a heterogeneous coded elastic computing (...
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04/03/2019
An Optimal Iterative Placement Algorithm for PIR from Heterogeneous Storage-Constrained Databases
We study private information retrieval (PIR) where a user privately down...
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02/27/2019
Coded Distributed Computing with Heterogeneous Function Assignments
Coded distributed computing (CDC) introduced by Li et. al. is an effecti...
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01/23/2019
Cascaded Coded Distributed Computing on Heterogeneous Networks
Coded distributed computing (CDC) introduced by Li et al. in 2015 offers...
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01/22/2019
A New Design of Private Information Retrieval for Storage Constrained Databases
Private information retrieval (PIR) allows a user to download one of K m...
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02/12/2018
A New Combinatorial Design of Coded Distributed Computing
Coded distributed computing introduced by Li et al. in 2015 is an effici...
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12/19/2017