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Getting Started with AWS Edge Services: A Beginner’s Guide
AWS Edge Services Introduction & Use Cases
Simplifying Your Edge Solution Deployment and Connectivity via AWS Cloud
Hi Folks ! 😎
Keeping you ahead in the world of Edge Computing
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How you are all doing! As the saying goes if we don’t know all our tools well, we may be spending too much time inventing the invented 🙂 .
So lets take a quick look at what is available from AWS Edge Services and some of the ways we can use them to uplift our edge game. In this article we will cover below service areas:
Infrastructure
Storage
Content Delivery
Robotics
Machine Learning
IoT
There you go its like 6 senses for the edge 🥷. Below is a 300 years old picture, AWS just made it real.
AWS Edge Services
Note: Previously Rugged & Disconnected Edge used to be part of this with AWS Snow Cone, but as of 12th November 2024 it has been discontinued and to be replaced with latest AWS Snowball Edge Compute Optimized 104 vCPU device. See official update here…
Our Focus below will be to summarize the services for easy lookup and discuss the use cases of them. In our follow up articles we will dive deeper.
Service and use case summary
Infrastructure
AWS Outposts - Extends AWS Infrastructure to on premises, DC or colocation space.
Low latency compute
Data residency
Migration and modernization
Local data processing
AWS Local Zone - Places Selected AWS Services closer to larger population with no AWS Region.
Low latency applications
Data residency
Migration and modernization
AWS Wavelength - Embed AWS selected services within telco providers DC at the edge of 5G networks.
Increase data residency compliance
Accelerate ML inference at the edge
Enable low latency for real-time gaming
Storage
AWS Storage Gateway - Extend on premises applications to AWS Cloud Storage - caching locally for low-latency access.
Deliver low-latency data access
Provide on-premises applications access
Offer virtually unlimited cloud storage
Support compliance efforts with key capabilities.
Content Delivery
Amazon Cloudfront - Global Content Delivery Network for caching and low latency access for your applications worldwide.
Deliver fast, secure websites
Accelerate dynamic content delivery and APIs
Stream live and on-demand video
Distribute patches and updates
Robotics
AWS Robomaker - Easily simulate and virtually test robotics applications. Build, Test, Deploy.
Automated regression testing
Train reinforcement learning models
Multi-robot testing
Machine Learning
Amazon SageMaker Edge Manager - Train machine learning model and run on edge. Inference mechanism for cloud to edge devices.
Optimize ML models for inference on SageMaker in the cloud
Creating an optimized container in SageMaker hosting.
Enables processor vendors and device makers to innovate rapidly
Amazon Monitron - Manage, monitor, maintain MLMs on fleets of edge devices.
Save on costly repairs and prevent factory equipment downtime with easy-to-install hardware and the power of ML.
Can be used for Fans, Bearings, Compressors, Motors, Gearboxes, Pumps
AWS Panorama - Brings computer vision to on premises cameras.
Improve supply chain logistics
Optimize traffic management
Evaluate manufacturing quality
IoT
AWS IoT Greengrass - Brings AWS to edge devices even when internet gets disconnected.
Run at the edge
Manage apps
Control fleets
Locally process data
FreeRTOS - Open source real-time OS for microcontrollers.
Manage multiple commercial equipment tasks
Locally collect and process data
Remotely update your devices
AWS IoT Core - No need to manage servers. Connect your devices directly to AWS Cloud.
Monitor and manage industrial operations
Build differentiated consumer products
Innovate with automotive data
Develop safety products
AWS IoT SiteWise - Collect, organize and analyze data from industrial equipment at scale.
Increase production efficiencies
Improve manufacturing operations
Optimize asset maintenance
Keep a lookout for more in depth exploration use cases, labs and real life sample architectures which will discuss in the upcoming articles and also ⬇️…..
For more detailed descriptions and service links , please checkout here…
That’s it for today! ☀️
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Happy Reading — Sharat.