edge-computing

Open-source projects categorized as edge-computing
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Language: + Go + C++ + C + JavaScript + Rust + Python + TypeScript
Topics: Serverless IoT Machine Learning Deep Learning Kubernetes
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Top 23 edge-computing Open-Source Projects

  • SSVM

    WasmEdge is a lightweight, high-performance, and extensible WebAssembly runtime for cloud native, edge, and decentralized applications. It powers serverless apps, embedded functions, microservices, smart contracts, and IoT devices.

    • Project mention: A WASM runtime for running LLMs locally | news.ycombinator.com | 2023-12-29

  • wasm3

    🚀 A fast WebAssembly interpreter and the most universal WASM runtime

    • Project mention: Show HN: Mutable.ai – Turn your codebase into a Wiki | news.ycombinator.com | 2024-01-08

    As long as this is happening, might as well try some of my favorites: https://github.com/wasm3/wasm3, https://github.com/WebAssembly/wabt, https://github.com/bytecodealliance/wasmtime

  • InfluxDB

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  • kubeedge

    Kubernetes Native Edge Computing Framework (project under CNCF)

  • minisearch

    Tiny and powerful JavaScript full-text search engine for browser and Node

    • Project mention: Character and Subsector generators for Classic Traveller, with TAS Forms! | /r/traveller | 2023-12-07

    I wrote an online catalog a while back (and I need to get back on adding graphics and products at some point). It’s written using Eleventy and the minisearch library. The source and data are available on Github if you want to see how I did things. I’m not a professional web designer either, but it was a fun project.

  • Awesome-System-for-Machine-Learning

    A curated list of research in machine learning systems (MLSys). Paper notes are also provided.

  • openyurt

    OpenYurt - Extending your native Kubernetes to edge(project under CNCF)

  • uTensor

    TinyML AI inference library

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • yomo

    🦖 Stateful Serverless Framework for building Geo-distributed Edge AI Infra

    • Project mention: FireScroll - An unkillable multi-region KV database that scales reads to infinity | /r/golang | 2023-05-01

    I have used HTTP3 QUIC for really fast edge. This golang project: https://github.com/yomorun/yomo

  • EdgeML

    This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India. (by microsoft)

  • socket

    A cross-platform runtime for Web developers to build desktop & mobile apps for any OS using any frontend library.

    • Project mention: A SETI-like project to train LLM on libgen, scihub and the likes? | news.ycombinator.com | 2023-12-28

    we're working toward this with Socket runtime (https://github.com/socketsupply/socket).

    Our ultimate goal is to provide a web browser-compatible environment (for quickly building UIs) with a state of the art P2P protocol — A DTN design that is fault and partition tolerant, with comprehensive and complete NAT traversal, without any server or cloud infrastructure requirements from the user — lowering the technical and monetary barriers for distributing and parallelizing work beyond the cloud.

  • ekuiper

    Lightweight data stream processing engine for IoT edge

    • Project mention: MQTT Stream Processing with EMQX and eKuiper: A Quick Tutorial | dev.to | 2023-06-14

    As a large-scale distributed MQTT broker for IoT, EMQX can efficiently and reliably connect to massive IoT devices, and process and distribute messages and event flow data in real-time. eKuiper is an open-source stream processing engine that can filter, transform, and aggregate streaming data.

  • zenoh

    zenoh unifies data in motion, data in-use, data at rest and computations. It carefully blends traditional pub/sub with geo-distributed storages, queries and computations, while retaining a level of time and space efficiency that is well beyond any of the mainstream stacks.

    • Project mention: Zenoh: Zero Overhead Network Protocol | news.ycombinator.com | 2024-04-24

  • OPS

    ops - build and run nanos unikernels

    • Project mention: Nanos – A Unikernel | news.ycombinator.com | 2024-03-13

    I am a bit confused, there are three sites:

    * https://nanos.org/

    * https://nanovms.com/

    * https://ops.city/

    And I am not sure what "thing" I am using. Is there some disambiguation? I know is OPS is the orchestration CLI, but I am confused at the difference between Nanos and NanoVMs. What should I call the section of my README that deals with this tech? Currently gone with Nanos/OPS but I am confused.

  • shifu

    Kubernetes-native IoT gateway

    • Project mention: ChatGPT Breaks into the Physical World: Introducing Shifu Plugin for ChatGPT | dev.to | 2023-04-29

    To create the Shifu Plugin for ChatGPT, I utilized an open-source infrastructure called Shifu: https://github.com/Edgenesis/shifu. Shifu is a Kubernetes-native industrial edge that allows complete IoT interoperability by virtualizing devices into Kubernetes pods. This adaptability and flexibility made it possible for seamless integration with ChatGPT, providing AI access to and control over the physical world. This approach can be applied to a wide range of IoT devices, further expanding AI-human interaction possibilities.

  • database-js

    A Fetch API-compatible PlanetScale database driver

    • Project mention: What practices do you recommend for a startup using Next.js, fullstack with tRPC vs seperate backend with express? | /r/nextjs | 2023-05-04

  • drago

    ☁️ Securely connect anything with WireGuard® and manage all your networks from a single place.

  • FastMOT

    High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀

  • frugally-deep

    Header-only library for using Keras (TensorFlow) models in C++.

    • Project mention: Frugally-deep: Header-only library for using Keras (TensorFlow) models in C++ | news.ycombinator.com | 2023-12-09

  • tinyengine

    [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory (by mit-han-lab)

    • Project mention: [D] Run Pytorch model inference on Microcontroller | /r/MachineLearning | 2023-11-14

    TinyEngine from MCUNet. Looks great, targeting ARM CM4.

  • microshift

    A small form factor OpenShift/Kubernetes optimized for edge computing

    • Project mention: Microshift: Small form factor OpenShift/Kubernetes | news.ycombinator.com | 2024-01-02

  • edge-runtime

    A server based on Deno runtime, capable of running JavaScript, TypeScript, and WASM services.

    • Project mention: Supabase – General Availability Week | news.ycombinator.com | 2024-04-15

    - Functions have a critical bug that prevent us from using in development so we decided to move to our own API servers: https://github.com/supabase/edge-runtime/issues/212

  • Savant

    Python Computer Vision & Video Analytics Framework With Batteries Included

    • Project mention: 🚀 Savant 0.2.6 is Out: Release Notes | /r/savant_video | 2023-11-09

    Website: https://savant-ai.io/

  • intel-device-plugins-for-kubernetes

    Collection of Intel device plugins for Kubernetes

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

edge-computing related posts

Index

What are some of the best open-source edge-computing projects? This list will help you:

Project Stars
1 SSVM 7,932
2 wasm3 6,980
3 kubeedge 6,395
4 minisearch 4,066
5 Awesome-System-for-Machine-Learning 2,414
6 openyurt 1,661
7 uTensor 1,645
8 yomo 1,611
9 EdgeML 1,534
10 socket 1,462
11 ekuiper 1,361
12 zenoh 1,243
13 OPS 1,198
14 shifu 1,195
15 database-js 1,157
16 drago 1,100
17 FastMOT 1,095
18 frugally-deep 1,043
19 tinyengine 734
20 microshift 630
21 edge-runtime 561
22 Savant 481
23 intel-device-plugins-for-kubernetes 449

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