DeepFT: Fault-Tolerant Edge Computing using a Self-Supervised Deep
Surrogate Model

DeepFT: Fault-Tolerant Edge Computing using a Self-Supervised Deep Surrogate Model

2 December 2022

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Papers citing "DeepFT: Fault-Tolerant Edge Computing using a Self-Supervised Deep Surrogate Model"

17 / 17 papers shown

Title
DRAGON: Decentralized Fault Tolerance in Edge Federations Shreshth Tuli G. Casale N. Jennings 48 10 0 16 Aug 2022
PreGAN: Preemptive Migration Prediction Network for Proactive Fault-Tolerant Edge Computing Shreshth Tuli G. Casale N. Jennings 64 38 0 04 Dec 2021
COSCO: Container Orchestration using Co-Simulation and Gradient Based Optimization for Fog Computing Environments Shreshth Tuli Shivananda R. Poojara S. Srirama G. Casale N. Jennings 84 76 0 29 Apr 2021
Self-Supervised Prototypical Transfer Learning for Few-Shot Classification Carlos Medina A. Devos Matthias Grossglauser SSL 65 51 0 19 Jun 2020
Gated Graph Recurrent Neural Networks Luana Ruiz Fernando Gama Alejandro Ribeiro GNN 92 143 0 03 Feb 2020
CEFIoT: A Fault-Tolerant IoT Architecture for Edge and Cloud Asad Javed Keijo Heljanko A. Buda Kary Främling 28 73 0 23 Jan 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 532 42,559 0 03 Dec 2019
DeFog: Fog Computing Benchmarks Jonathan McChesney Nan Wang A. Tanwer Eyal de Lara Blesson Varghese 35 96 0 25 Jul 2019
Generalizing from a Few Examples: A Survey on Few-Shot Learning Yaqing Wang Quanming Yao James T. Kwok L. Ni 90 1,816 0 10 Apr 2019
Image Inpainting for Irregular Holes Using Partial Convolutions Guilin Liu F. Reda Kevin J. Shih Ting-Chun Wang Andrew Tao Bryan Catanzaro 214 1,933 0 20 Apr 2018
Dependability in Edge Computing Paul C. Wood Heng Zhang M. Siddiqui S. Bagchi 45 55 0 11 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 730 132,363 0 12 Jun 2017
Prototypical Networks for Few-shot Learning Jake C. Snell Kevin Swersky R. Zemel 303 8,150 0 15 Mar 2017
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 347 8,169 0 13 Aug 2016
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 465 43,341 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,312 0 22 Dec 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 575 27,325 0 01 Sep 2014

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