pittisl / AgileNNLinks
Code for paper "Real-time Neural Network Inference on Extremely Weak Devices: Agile Offloading with Explainable AI" (MobiCom'22)
☆18Updated 2 years ago
Alternatives and similar repositories for AgileNN
Users that are interested in AgileNN are comparing it to the libraries listed below
Sorting:
- Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency☆28Updated 4 years ago
- [IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and […☆36Updated 2 years ago
- [MobiCom '23] AccuMO: Accuracy-Centric Multitask Offloading in Edge-Assisted Mobile Augmented Reality☆16Updated last year
- Task offloading and execution among android phones☆7Updated 3 years ago
- ☆10Updated last week
- A curated list of research in System for Edge Intelligence and Computing(Edge MLSys), including Frameworks, Tools, Repository, etc. Paper…☆30Updated 3 years ago
- Official implementation of the paper "MTL-Split: Multi-Task Learning for Edge Devices using Split Computing" accepted @ DAC 2024.☆10Updated 7 months ago
- [EMSOFT 2022] Adaptive Edge Offloading for Image Classification Under Rate Limit☆13Updated 2 years ago
- [WACV 2022] "Supervised Compression for Resource-Constrained Edge Computing Systems"☆34Updated 2 years ago
- Genetic algorithms for the placement of services in Fog domains☆13Updated 3 years ago
- Simple task offloading client to offload HTTP requests to edge servers☆10Updated 2 years ago
- 🎓Automatically Update Offloading in Edge Computing Papers Daily using Github Actions (Update Every 2days)☆12Updated this week
- Online data offloading for federated learning☆7Updated 3 years ago
- Thesis in Federated Learning using an Edge/Cloud Computing architecture☆10Updated 4 years ago
- simulation of "A novel reinforcement learning algorithm for virtual network emb e dding" paper☆18Updated 5 years ago
- Implementation of Mobile Edge Computing Server for Live Streaming Video Applications☆11Updated 5 years ago
- This repository contains a Reinforcement learning algorithm for task scheduling in edge-cloud computing.☆11Updated last year
- A PyTorch Implementation for experiements in paper: Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge.☆14Updated 2 years ago
- Code for paper "JMDC: A Joint Model and Data Compression System for Deep Neural Networks Collaborative Computing in Edge-Cloud Networks"☆22Updated 2 years ago
- In this work, we propose a novel formulation titled Federated Deep Q Networks (F-DQN) to perform distributed learning for Deep RL algorit…☆20Updated 4 years ago
- PyTorch implementation of the paper: Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Le…☆40Updated last year
- Network aware load balancing for edge/cloud computing using deep reinforcement learning☆19Updated 4 years ago
- Task Scheduler based on Reinforcement Learning (RL) that allocates re-routing computation into the appropriate network element (edge nod…☆19Updated 3 years ago
- Research project on Resource-elastic tasks for edge cloud computing☆12Updated 3 years ago
- Edge computing simulator☆11Updated 6 years ago
- A Realistic, Versatile, and Easily Customizable Edge Computing Simulator.☆12Updated 8 months ago
- ECSNeT++ is a simulation framework built on OMNeT++ for Distributed Stream Processing applications running on Edge and Cloud computing en…☆14Updated 6 years ago
- awesome-edge-computing,边缘计算各种资料汇总,相关技术资料汇总☆22Updated 3 years ago
- zamaniali1995 / A-Novel-Approach-for-Service-Function-Chain-SFC-Mapping-with-Multiple-SFC-instances-paperThis code simulate effect of using edge computing for NFV.☆11Updated 5 years ago
- AI Augmented Workflow Scheduling in Mobile Edge Cloud Computing Systems☆9Updated 3 years ago