83 Open source projects that are alternatives of or similar to faas-sim

Lightweight flow-level simulator for inter-node network and service coordination (e.g., in cloud/edge computing or NFV).

Federated Learning: Client application doing classification of images and local training. Works better with the Parameter Server at https://github.com/mccorby/PhotoLabellerServer

SparkFun's Edge Development Board is based around the newest edge technology and is perfect for getting your feet wet with voice and even gesture recognition without relying on 3rd party cloud services.

High-performance multiple object tracking based on YOLO, Deep SORT, and optical flow

Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.

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.

Kubernetes Native Edge Computing Framework (project under CNCF)

Lightweight data stream processing engine for IoT edge

Types and mocks for building a tested Typescript Cloudflare Worker, generates three NPM packages

Repo and code of the IEEE UIC paper: Train++: An Incremental ML Model Training Algorithm to Create Self-Learning IoT Devices

Code for PerCom Workshop paper title 'Edge2Guard: Botnet Attacks Detecting Offline Models for Resource-Constrained IoT Devices'

A curated list of awesome mobile machine learning resources for iOS, Android, and edge devices.

Neuralet is an open-source platform for edge deep learning models on edge TPU, Jetson Nano, and more.

C++ code generator for uTensor https://utensor-cgen.readthedocs.io/en/latest/

Detect various irregularities of a product as it moves along a conveyor belt.

ops - build and run nanos unikernels

A curated list of resources for embedded AI

A lightweight IoT edge analytics software

CEP is a software platform designed for users that want to learn or rapidly prototype using standard A.I. components.

Security camera with Raspberry pi and NVIDIA Jetson platforms

Deep learning gateway on Raspberry Pi and other edge devices

A Portable C Library for Distributed CNN Inference on IoT Edge Clusters

Detect various irregularities of a product as it moves along a conveyor belt.

一个移动端跨平台的gpu+cpu并行计算的cnn框架(A mobile-side cross-platform gpu+cpu parallel computing CNN framework)

FreeIOE is a framework for building IOE (Internet Of Everything) edge-computing gateway 开源的边缘计算网关框架. 讨论群: 291292378

How to run Keras model inference x3 times faster with CPU and Intel OpenVINO

A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.

📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance

FogFlow is a standard-based IoT fog computing framework that supports serverless computing and edge computing with advanced programming models

Managed Machine Learning Systems and Internet of Things Live Lesson

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

Open source device management for embedded systems and edge computing

Deploy app servers close to your users. Package your app as a Docker image, and launch it in 17 cities with one simple CLI.

DuEdge百度边缘网络计算样例代码

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

A highly extensible software stack to empower everyone to build practical real-world live video analytics applications for object detection and counting with cutting edge machine learning algorithms.

macchina.io IoT Edge Device SDK is a powerful C++ and JavaScript SDK for edge devices, IoT gateways and connected embedded systems.

Sets up a scheduled job to trigger events and run functions

🚀 The fastest WebAssembly interpreter, and the most universal runtime

Haiway Edge Computing OS

🦖 Streaming-Serverless Framework for Low-latency Edge Computing applications, running atop QUIC protocol, engaging 5G technology.

Microsoft Cloud Workshop Asia for Intelligent Cloud / Intelligent Edge

ObjectBox is a superfast lightweight database for objects

Extend cloud computing, data and service seamlessly to edge devices.

Community gathering point for Google Coral dev board and dongle knowledge.

BSP and examples to integrate the SparkFun TensorFlow board with the AmbiqSuite

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

Industrial IoT Messaging and Device Management Platform

microblx: real-time, embedded, reflective function blocks.

The New OTT Platform - an excuse to discuss and design a simple edge computing platform

End-to-End Compute, Storage and Networking Virtualisation.

Simple document db made for infinitely scalable globally distributed reads.

Python port of PeerJS client

Event-based Simulation for Electric Vehicle Fleets

TinyML AI inference library

Simulate the real environment, perform edge computing, edge caching experiments

Showcase of various extension scenarios for SAP IoT Edge, intelligent edge computing software that provides "microservices at the edge" for Internet of Things (IoT).

Social Distancing Detector using deep learning and capable to run on edge AI devices such as NVIDIA Jetson, Google Coral, and more.

A flexible configuration manager for Wireguard networks

Source code for my blog post series "On-device training with Core ML"