Repositories list

• ScissionTL

  Public
  A benchmarking tool for distributing Deep Neural Networks (DNN) in an efficient manner using transfer layers to reduce the data transferred between the distributed DNN

  distributed-systemsmachine-learningdeep-neural-networks+ 3cloud-computingmachinelearningedge-computing

  Python

  •0•6•0•0•Updated May 3, 2023May 3, 2023

• AdaptiveDNN

  Public
  Edge Benchmarking Software for Identifying Adaptivity of Distributed Deep Neural Networks

  Python

  •4•10•1•6•Updated Dec 8, 2022Dec 8, 2022

• FedAdapt

  Public
  Adaptive Offloading of Federated Learning on IoT Devices

  computer-scienceiotdistributed-systems+ 4machine-learningreinforcement-learningedge-computingfederated-learning

  Python

  •17•75•1•0•Updated Nov 18, 2022Nov 18, 2022

• FedFly

  Public
  Migration of Edge-based Distributed Federated Learning

  Python

  •6•25•0•0•Updated Nov 18, 2022Nov 18, 2022

• FedComm

  Public
  Python

  •5•6•0•0•Updated Aug 5, 2022Aug 5, 2022

• Scission

  Public
  A Tool for Maximising Performance of Deep Neural Networks in Edge Computing

  Python

  •3•6•0•0•Updated Feb 5, 2021Feb 5, 2021

• Fog-Fair-Scheduling

  Public
  Python

  •

  Apache License 2.0

  •2•2•0•0•Updated May 23, 2020May 23, 2020

• DeFog

  Public
  Demystifying Fog Systems Using Container-based Benchmarking

  HTML

  •

  Apache License 2.0

  •8•35•0•0•Updated Jul 25, 2019Jul 25, 2019

• ENORM

  Public
  A Framework for Edge NOde Resource Management

  Objective-C

  •

  Apache License 2.0

  •2•5•0•0•Updated Nov 15, 2018Nov 15, 2018

• DYVERSE

  Public
  DYnamic VERtical Scaling in multi-tenant Edge environments

  Python

  •

  Apache License 2.0

  •2•2•0•0•Updated Oct 29, 2018Oct 29, 2018