Data visualization is graphically presenting data through statistical graphs, infographics, heat maps, charts, sparklines, and maps of locations.

some of the most popular methods include the following:

Infographics
Heat maps
Area charts
Gantt charts
Scatter plots
Pie Charts
Histograms
Maps
Waterfall charts
Bar Charts
Box and Whisker plots

AWS IoT TwinMaker

Optimize operations by easily creating digital twins of real-world systems.

How it works

AWS IoT TwinMaker makes it easier for developers to create digital twins of real-world systems such as buildings, factories, industrial equipment, and production lines.

#digitalTwin

A digital twin is an exact, virtual representation of a physical product or process that exactly replicates the real-world system and its behavior.

The digital thread is the bridge between the real-world part or process and its digital twin.

What is Industry 4.0?

Industry 4.0 refers to the fourth industrial revolution.

The first industrial revolution came with the advent of mechanisation, steam power and water power.

This was followed by the second industrial revolution, which revolved around mass production and assembly lines using electricity.

The third industrial revolution came with electronics, I.T. systems and automation, which led to the fourth industrial revolution that is associated with cyber physical systems.

Industry 4.0 Technologies

Generally-speaking, Industry 4.0 describes the growing trend towards automation and data exchange in technology and processes within the manufacturing industry, including:

The internet of things (IoT)
The industrial internet of things (IIoT)
Cyber-physical systems (CPS)
Smart manufacture
Smart factories
Cloud computing
Cognitive computing
Artificial intelligence

IoT devices can vary in size, ranging from smaller microcontroller-based devices to large appliances. AWS IoT Greengrass Core devices, AWS IoT Device SDK-enabled devices, and FreeRTOS devices can be configured to communicate with one another. If the AWS IoT Greengrass Core device loses connectivity to the cloud, connected devices can continue to communicate with each other over the local network.

AWS IoT Greengrass provides pre-built components so you can easily extend edge device functionality without writing code. AWS IoT Greengrass components enable you to add features, and quickly connect to AWS services or third-party applications at the edge.

Amazon ElastiCache is a fully managed, Redis- and Memcached-compatible service that delivers real-time, cost-optimized performance, and up to 99.99% high availability for modern applications. ElastiCache is ideal for high-performance use cases such as data caching, web, mobile apps, healthcare apps, financial apps, gaming, ad-tech, IoT, media streaming, session stores, leaderboards, machine learning (ML), and microservices-based applications.

#microservice #application