A curated list of research in System for Edge Intelligence and Computing(Edge MLSys), including Frameworks, Tools, Repository, etc. Paper notes are also provided.
License: MIT License
Welcome to my GitHub. I'm Yang Xiao or you can call me Austin. I research speech and audio for the Fortemedia. Before that, I graduated with a Master of Artificial Intelligence at Nanyang Technological University. My research is building an efficient, robust, data-centric machine learning system. At this moment, I mainly work in data-centric speech systems that are continual, real-time, and efficient.
Task Scheduling with Optimized Transmission Time in Collaborative Cloud-Edge Learning
https://readpaper.com/paper/2896070538
Adaptive deep learning model selection on embedded systems
https://readpaper.com/paper/2797932837
AdaDeep: A Usage-Driven, Automated Deep Model Compression Framework for Enabling Ubiquitous Intelligent Mobiles
https://arxiv.org/abs/2006.04432
Likes Neurosurgeon
the model can be segmented into multiple partitions and then allocated to:
Hierarchical Edge Caching in Device-to-Device Aided Mobile Networks: Modeling, Optimization, and Design
https://readpaper.com/paper/2806446964
DeepCachNet: A Proactive Caching Framework Based on Deep Learning in Cellular Networks
https://readpaper.com/paper/2911717124
Deep learning-based edge caching for multi-cluster heterogeneous networks
https://readpaper.com/paper/2918093752
Learn to Cache: Machine Learning for Network Edge Caching in the Big Data Era
https://readpaper.com/paper/2833256931
Deep Learning Based Caching for Self-Driving Car in Multi-access Edge Computing
https://readpaper.com/paper/2895666646
A smart caching mechanism for mobile multimedia in information centric networking with edge computing
https://readpaper.com/paper/2885965464
Cachier: Edge-Caching for Recognition Applications
https://readpaper.com/paper/2736071714
DeepMon: Mobile GPU-based Deep Learning Framework for Continuous Vision Applications
https://readpaper.com/paper/2626129225
DeepCache: Principled Cache for Mobile Deep Vision
https://readpaper.com/paper/2889402930
FoggyCache: Cross-Device Approximate Computation Reuse
https://readpaper.com/paper/2896985569
Mainstream: dynamic stem-sharing for multi-tenant video processing
https://readpaper.com/paper/2885829265
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.
