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IoT-Guide

IoT Guide
https://github.com/mikeroyal/IoT-Guide

Last synced: 6 days ago
JSON representation

  • SQL/NoSQL Tools and Databases

    • Interfaces

      • Azure SQL Managed Instance - premises applications to the cloud with very few application and database changes. Managed instance has split compute and storage components.
      • Azure SQL Database - powered and automated features that optimize performance and durability for you. Serverless compute and Hyperscale storage options automatically scale resources on demand, so you can focus on building new applications without worrying about storage size or resource management.
      • Logstash
      • Kibana
      • Atlas - memory dimensional [time series database](https://en.wikipedia.org/wiki/Time_series_database).
      • VMware
      • Azure SQL Database - powered and automated features that optimize performance and durability for you. Serverless compute and Hyperscale storage options automatically scale resources on demand, so you can focus on building new applications without worrying about storage size or resource management.
      • Adminer

  • Swift Learning Resources

  • Swift Tools

    • In-memory data grids

      • SwiftUI
      • UIKit - Touch and other types of input to your app, and the main run loop needed to manage interactions among the user, the system, and your app.
      • AppKit
      • ARKit - reality apps for iOS developed by Apple. The latest version ARKit 3.5 takes advantage of the new LiDAR Scanner and depth sensing system on iPad Pro(2020) to support a new generation of AR apps that use Scene Geometry for enhanced scene understanding and object occlusion.
      • RealityKit - performance 3D simulation and rendering with information provided by the ARKit framework to seamlessly integrate virtual objects into the real world.
      • Mac Catalyst
      • Instruments - analysis and testing tool that’s part of the Xcode tool set. It’s designed to help you profile your iOS, watchOS, tvOS, and macOS apps, processes, and devices in order to better understand and optimize their behavior and performance.
      • Cocoapods - C used in Xcode projects by specifying the dependencies for your project in a simple text file. CocoaPods then recursively resolves dependencies between libraries, fetches source code for all dependencies, and creates and maintains an Xcode workspace to build your project.
      • AppCode - fixes to resolve them automatically. AppCode provides lots of code inspections for Objective-C, Swift, C/C++, and a number of code inspections for other supported languages.
      • Vapor
      • Hero
      • Kingfisher - Swift library for downloading and caching images from the web. It provides you a chance to use a pure-Swift way to work with remote images in your next app.
      • Perfect - facing and server-side applications.
      • Alamofire
      • Eureka
      • Carthage
      • ReactiveCocoa
      • Xcode - based CPUs and Apple Silicon. It includes a unified macOS SDK that features all the frameworks, compilers, debuggers, and other tools you need to build apps that run natively on Apple Silicon and the Intel x86_64 CPU.
      • Realm - C.
      • Mac Catalyst

  • Telco Learning Resources

  • Tools

    • Interfaces

      • Open Stack - as-a-service (IaaS) to orchestrate data center operations on bare metal, private cloud hardware, public cloud resources, or both (hybrid/multi-cloud architecture). OpenStack includes advance use of virtualization & SDN for network traffic optimization to handle the core cloud-computing services of compute, networking, storage, identity, and image services.
      • StarlingX - low latency use cases.
      • Airship
      • Virtualized Infrastructure Manager (VIM)
      • Management and Orchestration(MANO) - hosted initiative to develop an Open Source NFV Management and Orchestration (MANO) software stack aligned with ETSI NFV. Two of the key components of the ETSI NFV architectural framework are the NFV Orchestrator and VNF Manager, known as NFV MANO.
      • OpenRAN - vendor deployments.
      • Open vSwitch(OVS)
      • Multi-access edge computing (MEC) - parties across multi-vendor Multi-access Edge Computing platforms.
      • Cloud-Native Network Functions(CNF)
      • Physical Network Function(PNF)
      • Open Source Security Foundation (OpenSSF) - industry collaboration that brings together leaders to improve the security of open source software by building a broader community, targeted initiatives, and best practices. The OpenSSF brings together open source security initiatives under one foundation to accelerate work through cross-industry support. Along with the Core Infrastructure Initiative and the Open Source Security Coalition, and will include new working groups that address vulnerability disclosures, security tooling and more.
      • Privacy on Beam - to-end differential privacy solution built on [Apache Beam](https://beam.apache.org/documentation/). It is intended to be usable by all developers, regardless of their differential privacy expertise.
      • Opacus
      • Kubernetes (K8s) - source system for automating deployment, scaling, and management of containerized applications.
      • Kubernetes.io
      • Amazon EKS
      • AWS Controllers for Kubernetes (ACK) - available Kubernetes applications that utilize AWS services.
      • Odo
      • Thanos
      • Rook - managing, self-scaling, self-healing storage services. It automates the tasks of a storage administrator: deployment, bootstrapping, configuration, provisioning, scaling, upgrading, migration, disaster recovery, monitoring, and resource management.
      • Kubespray - sigs/kubespray/blob/master/docs/aws.md), GCE, [Azure](https://github.com/kubernetes-sigs/kubespray/blob/master/docs/azure.md), [OpenStack](https://github.com/kubernetes-sigs/kubespray/blob/master/docs/openstack.md), [vSphere](https://github.com/kubernetes-sigs/kubespray/blob/master/docs/vsphere.md), [Packet](https://github.com/kubernetes-sigs/kubespray/blob/master/docs/packet.md) (bare metal), Oracle Cloud Infrastructure (Experimental), or Baremetal.
      • Helm
      • Knative - based platform to build, deploy, and manage modern serverless workloads. Knative takes care of the operational overhead details of networking, autoscaling (even to zero), and revision tracking.
      • KubeFlow
      • Etcd - value store that provides a reliable way to store data that needs to be accessed by a distributed system or cluster of machines. Etcd is used as the backend for service discovery and stores cluster state and configuration for Kubernetes.
      • OpenEBS - based tool to create stateful applications using Container Attached Storage.
      • Container Storage Interface (CSI) - in.
      • MicroK8s - the-air updates for ultra-reliable operations. It is supported on Linux, Windows, and MacOS.
      • Lens
      • kind
      • Flux CD
      • Container Engine for Kubernetes (OKE) - managed container orchestration service that can reduce the time and cost to build modern cloud native applications. Unlike most other vendors, Oracle Cloud Infrastructure provides Container Engine for Kubernetes as a free service that runs on higher-performance, lower-cost compute.
      • OKD - tenant deployment. OKD adds developer and operations-centric tools on top of Kubernetes to enable rapid application development, easy deployment and scaling, and long-term lifecycle maintenance for small and large teams.
      • Edge
      • PySyft - learning-collaborative.html), [Differential Privacy](https://www.microsoft.com/en-us/ai/ai-lab-differential-privacy), and Encrypted Computation (like [Multi-Party Computation (MPC)](https://multiparty.org) and [Homomorphic Encryption (HE)](https://www.microsoft.com/en-us/research/project/homomorphic-encryption/) within the main Deep Learning frameworks like [PyTorch](https://pytorch.org/) and [TensorFlow](https://www.tensorflow.org/).
      • TensorFlow Privacy
      • PyDP
      • Skorch - learn compatible neural network library that wraps PyTorch.
      • Diffprivlib
      • Azure Kubernetes Service (AKS) - grade security and governance. Unite your development and operations teams on a single platform to rapidly build, deliver, and scale applications with confidence.
      • Kata Operator
      • OpenShift Hive
      • VMware Tanzu
      • KubeInit
      • Rancher
      • K3s - constrained, remote locations or inside IoT appliances.
      • Grafana Kubernetes App
      • TensorFlow Federated (TFF) - source framework for machine learning and other computations on decentralized data. TFF has been developed to facilitate open research and experimentation with [Federated Learning (FL)](https://ai.googleblog.com/2017/04/federated-learning-collaborative.html), an approach to machine learning where a shared global model is trained across many participating clients that keep their training data locally.
      • PyTorch Geometric (PyG)
      • Smart Noise - of-the-art differential privacy (DP) techniques to inject noise into data, to prevent disclosure of sensitive information and manage exposure risk.
      • Anthos - premises environments.
      • Charmed Kubernetes - key, conformant Kubernetes platform, optimized for your multi-cloud environments developed by Canonical.

  • Tools for Robotics

    • In-memory data grids

      • ROS - level device control, implementation of commonly used functionality, message-passing between processes, and package management.
      • ROS2 - of-the-art algorithms, and with powerful developer tools, ROS has what you need for your next robotics project. And it’s all open source.
      • Robot Framework - readable keywords. Its capabilities can be extended by libraries implemented with Python or Java.
      • Robotics System Toolbox
      • Arduino - source platform used for building electronics projects. Arduino consists of both a physical programmable circuit board (often referred to as a microcontroller) and a piece of software, or IDE (Integrated Development Environment) that runs on your computer, used to write and upload computer code to the physical board.
      • ArduPilot
      • Light Detection and Ranging(LiDAR) - driving vehicles.
      • ROS-Industrial
      • AWS RoboMaker - managed, scalable infrastructure for simulation that customers use for multi-robot simulation and CI/CD integration with regression testing in simulation.
      • Microsoft Robotics Developer Studio - based programming environment for building robotics applications.
      • The Robotics Library (RL) - contained C++ library for robot kinematics, motion planning and control. It covers mathematics, kinematics and dynamics, hardware abstraction, motion planning, collision detection, and visualization.RL runs on many different systems, including Linux, macOS, and Windows. It uses CMake as a build system and can be compiled with Clang, GCC, and Visual Studio.
      • Intel Robot DevKit
      • AirSim - source, cross platform, and supports hardware-in-loop with popular flight controllers such as PX4 for physically and visually realistic simulations.
      • F´ (F Prime) - driven framework that enables rapid development and deployment of spaceflight and other embedded software applications. Originally developed at the Jet Propulsion Laboratory, F´ has been successfully deployed on several space applications.
      • The JPL Open Source Rover
      • AliceVision - of-the-art computer vision algorithms that can be tested, analyzed and reused. The project is a result of collaboration between academia and industry to provide cutting-edge algorithms with the robustness and the quality required for production usage.
      • CARLA - source simulator for autonomous driving research. CARLA has been developed from the ground up to support development, training, and validation of autonomous driving systems. In addition to open-source code and protocols, CARLA provides open digital assets (urban layouts, buildings, vehicles) that were created for this purpose and can be used freely. The simulation platform supports flexible specification of sensor suites and environmental conditions.
      • ROS bridge
      • Visual Studio Code Extension for ROS
      • Azure Kinect ROS Driver - us/services/kinect-dk/) to the [Robot Operating System (ROS)](http://www.ros.org/). Developers working with ROS can use this node to connect an Azure Kinect Developer Kit to an existing ROS installation.
      • Azure IoT Hub for ROS
      • ROS 2 with ONNX Runtime
      • Azure Cognitive Services LUIS ROS Node
      • MoveIt - to-use robotics platform for developing advanced applications, evaluating new designs and building integrated products for industrial, commercial, R&D, and other domains.
Programming Languages
Python 25 C++ 15 Rust 14 Swift 8 Java 6 C 6 Go 6 JavaScript 5 Shell 4 Scala 3
Categories
Tools 52 Online ML Learning Resources 51 SQL/NoSQL Tools and Databases 38 Learning Resources 37 Security Tools 33 Java Tools & Frameworks 27 ML frameworks & applications 27 Python Frameworks and Tools 26 Tools for Robotics 24 Open Source Security Learning Resources 22 Swift Tools 20 Swift Learning Resources 19 Rust Tools 19 Kubernetes Learning Resources 18 Node.js Tools 16 SQL/NoSQL Learning Resources 16 Telco Learning Resources 15 Robotics Learning Resources 14 Node.js Learning Resources 12 Python Learning Resources 11 Java Learning Resources 11 Networking Tools & Concepts 10 Security Standards, Frameworks and Benchmarks 9 Rust Learning Resources 7 Operating System 2 License 1 Network Protocols 1
Sub Categories
Interfaces 306 In-memory data grids 215 Toolkits 7
Keywords
python 18 rust 11 nodejs 10 machine-learning 8 swift 8 java 7 node 7 deep-learning 6 javascript 6 cli 6 http 6 curl 5 ros 5 testing 4 carthage 4 security 4 pytorch 4 azure 3 privacy 3 differential-privacy 3 framework 3 web-framework 3 performance 3 rest 3 compiler 3 web 3 android 3 raspberry-pi 3 neural-network 3 visualization 3 networking 3 ai 3 computer-vision 3 artificial-intelligence 3 linux 3 cpp 3 xcode 3 kubernetes 3 ios 3 postgresql 2 robotics 2 devops 2 kernel 2 fuzzing 2 http-client 2 fuzzer 2 fuzz-testing 2 oss-fuzz 2 cncf 2 tracing 2