wyc941012 / Edge-Intelligence
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神经网络的计算，例如剪枝、量化、卷积核分解等。但是这些技术在实际应用非常复杂，并且可能导致模型精度的下降。在移动云计算或边缘计算中，任务卸载技术可以突破移动终端的资源限制，减轻移动设备的计算负载并提高任务处理效率。通过任务卸载技术优化深度神经网络成为边缘智能研究中的新方向。Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edg…
☆290Updated 2 years ago
Alternatives and similar repositories for Edge-Intelligence:
Users that are interested in Edge-Intelligence are comparing it to the libraries listed below
- Distributed Deep Learning-based Offloading for Mobile Edge Computing Networks☆261Updated 3 years ago
- A DNN model partition demo☆30Updated 5 years ago
- Algorithm implementation for my Edge Computing-related papers.☆203Updated 4 years ago
- Awesome-EdgeComputing：边缘计算技术指南和资源列表☆85Updated 4 years ago
- 边缘计算工程，从边缘计算概念、标准、软件系统、工程到商业应用。☆207Updated 4 years ago
- 云边协同- collaborative inference 📚Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge☆69Updated last year
- Code for Intelligent Dynamic Data Offloading in a Competitive Mobile Edge Computing Market paper https://www.mdpi.com/1999-5903/11/5/118/…☆132Updated last year
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆40Updated 3 years ago
- 云边协同- collaborative inference📚工作汇总 📚 Collaborative Inference Work Summary☆58Updated 2 months ago
- Simulation code for multi-user offloading in edge computing newtorks☆276Updated 2 years ago
- Optimization of Offloading Scheme Algorithm for Large Number of Tasks in Mobile-Edge Computing☆182Updated 4 years ago
- A python package of Cross-edge Computation Offloading (CCO) algorithm and its distributed version, Decor for Mobile Edge Computing (MEC).☆85Updated 5 years ago
- ☆13Updated 5 years ago
- Deep reinforcement learning for mobile edge computing☆379Updated 2 years ago
- Cyclotron2333 / Task-Offloading-and-Resource-Allocation-for-Multi-Server-Mobile-Edge-Computing-Networks☆258Updated 3 years ago
- Lyapunov-guided Deep Reinforcement Learning for Stable Online Computation Offloading in Mobile-Edge Computing Networks☆238Updated 2 years ago
- It's a implementation about the paper Liang Huang, Suzhi Bi, and Ying-jun Angela Zhang, "Deep Reinforcement Learning for Online Computati…☆161Updated 5 years ago
- 基于深度强化学习的MEC计算卸载与资源分配☆39Updated 3 years ago
- Simulated the scenario between edge servers and users with a clear graphic interface. Also, implemented the continuous control with Deep …☆344Updated 2 years ago
- 基于深度强化学习的部分计算任务卸载延迟优化☆150Updated 2 years ago
- A multi-layer guided reinforcement learning-based tasks offloading in edge computing - Simulations☆95Updated 2 years ago
- Joint strategy design on edge computing offloading based on deep reinforcement learning☆110Updated 3 years ago
- 边缘计算能耗最小化仿真☆45Updated 3 years ago
- Code for paper "Dynamic Service Migration in Mobile Edge Computing Based on Markov Decision Process"☆61Updated 5 years ago
- qiongwu86 / Asynchronous-Federated-Learning-Based-Mobility-aware-Caching-in-Vehicular-Edge-Computing☆79Updated last year
- Simulate the real environment, perform edge computing, edge caching experiments☆75Updated 5 years ago
- Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks☆579Updated 3 years ago
- 基于提前退出部分样本原理而实现的带分支网络（supported by chainer）☆43Updated 5 years ago
- Research on incentive mechanism design in mobile crowdsensing and mobile edge computing by deep reinforcement learning approaches.☆116Updated 4 years ago
- ☆107Updated 4 years ago