be1be1 / collaborative-inferenceLinks
☆22Updated 2 years ago
Alternatives and similar repositories for collaborative-inference
Users that are interested in collaborative-inference are comparing it to the libraries listed below
Sorting:
- d3 is a Dynamic DNN Decomposition Framework☆20Updated 3 years ago
- ☆13Updated 5 years ago
- 云边协同- collaborative inference📚工作汇总 📚 Collaborative Inference Work Summary☆91Updated 9 months ago
- ☆47Updated 4 years ago
- [TPDS'21] COSCO: Container Orchestration using Co-Simulation and Gradient Based Optimization for Fog Computing Environments☆92Updated 2 years ago
- [TMC'20] Deep Learning based Scheduler for Stochastic Fog-Cloud computing environments☆125Updated 2 years ago
- The implementation of paper : RTCoInfer: Real-time Edge-Cloud Collaborative CNN Inference for Stream Analytics on Ubiquitous Images☆16Updated 3 years ago
- A python package for solving the dependent function embedding problems.☆20Updated 3 years ago
- MEC,Edge service, Edge Application, Service Computing.☆66Updated 3 years ago
- PyTorch implementation of the paper: Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Le…☆43Updated 2 years ago
- Deep reinforcement learning for REsource Allocation in streaM processing☆30Updated 2 years ago
- INFOCOM 2024: Online Resource Allocation for Edge Intelligence with Colocated Model Retraining and Inference☆32Updated last year
- Deep Q Network model for two stage resource provisioning and task scheduling for Cloud computing☆94Updated 5 years ago
- The source code and experimental results of RSDQL.☆27Updated 3 years ago
- 云边协同- collaborative inference 📚Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge☆96Updated 2 years ago
- NFVdeep: Deep Reinforcement Learning for Online Orchestration of Service Function Chains☆63Updated 2 years ago
- 云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge☆43Updated 2 years ago
- The code for the paper task merging and scheduling for parallel deep learning applications in mobile edge computing☆26Updated 5 years ago
- Code for paper "Joint Architecture Design and Workload Partitioning for DNN Inference on Industrial IoT Clusters"☆14Updated 2 months ago
- This project simulates deployment and migration of Service Function Chains (SFC) in data-centers.☆34Updated 5 months ago
- 随着移动云计算和边缘计算的快速发展,以及人工智能的广泛应用,产生了边缘智能(Edge Intelligence)的概念。深度神经网络(例如CNN)已被广泛应用于移动智能应用程序中,但是移动设备有限的存储和计算资源无法满足深度神经网络计算的需求。神经网络压缩与加速技术可以加速…☆300Updated 3 years ago
- Simulate the real environment, perform edge computing, edge caching experiments☆76Updated 6 years ago
- Edge caching simulator☆18Updated 4 years ago
- Implement job scheduling based on REINFORCE and Graph Embedding.☆19Updated 4 years ago
- DAGGEN: A synthethic task graph generator☆75Updated 3 years ago
- Implementation of genetic algorithm and MOHEFT algorithm for scheduling workflow in mobile cloud.☆19Updated 8 years ago
- A DNN model partition demo☆32Updated 5 years ago
- ☆13Updated 2 years ago
- [IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and […☆36Updated 2 years ago
- Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency☆28Updated 4 years ago