imperial-qore/DeepFT

Stars
18
Rank 1,208,065 (Top 24 %)
Language
Python
License
BSD 3-Clause "New...
Created over 3 years ago
Updated almost 2 years ago

imperial-qore/DeepFT

imperial-qore

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Self-Supervised Deep Learning based Surrogate Models for Fault-Tolerant Edge Computing

TranAD

[VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training.

COSCO

[TPDS'21] COSCO: Container Orchestration using Co-Simulation and Gradient Based Optimization for Fog Computing Environments

PreGAN

[Infocom'22] Preemptive Migration Prediction Network for Proactive Fault Tolerant Edge Computing

SplitPlace

[TMC'22] SplitPlace: AI Augmented Splitting and Placement of Large-Scale Neural Networks in Mobile Edge Environments

MetaNet

[CLOUD'22] Learning to Dynamically Select the Optimal Scheduler in Cloud Computing Environments

MCDS

AI Augmented Workflow Scheduling in Mobile Edge Cloud Computing Systems

SimTune

Simulator Tuning to Bridge the Reality Gap for Resource Management in Edge Computing

PreGANPlus

[TMC’23] Preemptive Migration Prediction Network for Proactive Fault Tolerant Edge Computing

CILP

Co-simulation based Imitation Learner for Dynamic Resource Provisioning in Cloud Computing

line-solver-java

Java codebase for the LINE solver

DRAGON

Decentralized Fault Remediation in Edge Federations

pyJMT

Python wrapper for Java Modelling Tools

GON_MNIST

Using GONs to generate hand-written digits.

CAROL

[DSN'22] Confidence Aware Resilience Model for Edge Federations

GON

[NeurIPS-W'21] Generative Optimization Nets for Memory-Efficient Data Generation

lsoda-java

Java implementation of the LSODA stiff ODE solver