be1be1 / d3Links
d3 is a Dynamic DNN Decomposition Framework
☆20Updated 3 years ago
Alternatives and similar repositories for d3
Users that are interested in d3 are comparing it to the libraries listed below
Sorting:
- ☆22Updated 2 years ago
- PyTorch implementation of the paper: Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Le…☆43Updated 2 years ago
- 云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge☆43Updated 2 years ago
- ☆47Updated 4 years ago
- This project will realize experiments about BranchyNet partitioning using pytorch framework☆29Updated 5 years ago
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆42Updated 4 years ago
- Implement job scheduling based on REINFORCE and Graph Embedding.☆19Updated 4 years ago
- The implementation of paper : RTCoInfer: Real-time Edge-Cloud Collaborative CNN Inference for Stream Analytics on Ubiquitous Images☆16Updated 3 years ago
- [TPDS'21] COSCO: Container Orchestration using Co-Simulation and Gradient Based Optimization for Fog Computing Environments☆92Updated 2 years ago
- A PyTorch Implementation for experiements in paper: Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge.☆14Updated 2 years ago
- a deep learning-driven scheduler for elastic training in deep learning clusters☆32Updated 4 years ago
- Code for paper "JMDC: A Joint Model and Data Compression System for Deep Neural Networks Collaborative Computing in Edge-Cloud Networks"☆23Updated 2 months ago
- ☆10Updated 6 years ago
- A python package for solving the dependent function embedding problems.☆20Updated 3 years ago
- INFOCOM 2024: Online Resource Allocation for Edge Intelligence with Colocated Model Retraining and Inference☆32Updated last year
- 云边协同- collaborative inference 📚Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge☆96Updated 2 years ago
- Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency☆28Updated 4 years ago
- ☆16Updated 2 years ago
- NFVdeep: Deep Reinforcement Learning for Online Orchestration of Service Function Chains☆63Updated 2 years ago
- Edge caching simulator☆18Updated 4 years ago
- Deep reinforcement learning-based replacement strategy for content caching.☆64Updated 3 years ago
- The source code and experimental results of RSDQL.☆27Updated 3 years ago
- [MS 24] EdgeAISim: A Toolkit for Simulation and Modelling of AI Models in Edge Computing Environments☆38Updated last year
- Support code for paper "Minimizing Resource Consumption Cost of DAG Applications with Reliability Requirement on Heterogeneous Processor …☆19Updated 5 years ago
- Reinforcement Learning for Cache admission and Replacement☆14Updated 3 years ago
- This project simulates deployment and migration of Service Function Chains (SFC) in data-centers.☆34Updated 5 months ago
- Code for paper "Joint Architecture Design and Workload Partitioning for DNN Inference on Industrial IoT Clusters"☆14Updated 2 months ago
- 🎓Automatically Update Offloading in Edge Computing Papers Daily using Github Actions (Update Every 2days)☆16Updated this week
- A DNN model partition demo☆32Updated 5 years ago
- [Infocom'22] Preemptive Migration Prediction Network for Proactive Fault Tolerant Edge Computing☆45Updated last year