imperial-qore/SimTune

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7
Rank 2,294,772 (Top 46 %)
Language
Python
License
BSD 3-Clause "New...
Created over 2 years ago
Updated about 2 years ago

imperial-qore/SimTune

imperial-qore

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Simulator Tuning to Bridge the Reality Gap for Resource Management in 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

DeepFT

Self-Supervised Deep Learning based Surrogate Models for 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

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