AWS Marketplace: Analytical Data Platform: IoT platform

Overview

IoT platform provides infrastructure automation for provisioning cloud native or hybrid platforms with inference layer built in cloud or on gateway node. Platform provides implementation of Sagemaker-based inference layer in the cloud and Greengrass-based inference layer which can be deployed on manufacturing gateway node. Platform also comes with predefined strategy for data collection, storage, processing and visualization, sandbox for model development and deployment in the cloud or on the edge, integration with IoT services like Sitewise or TwinMaker. On top of provisioned platform anomaly detection models are deployed which are reference implementations to show case end-to-end integration between manufacturing gateway node and the cloud. Anomaly detection models are processing signals from incoming dataset and identifying amonalies in turbines.

Highlights

Machine Learning workflow automation based on Sagemaker and Step Functions
Demo application is based on AWS-native inference engine for the client edge devices

Details

Sold by

Grid Dynamics

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Analytical Data Platform: IoT platform

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Usage information

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Delivery details

ADP IoT Platform bootstrap

Supported services: Learn more

Amazon EKS

Container image

Containers are lightweight, portable execution environments that wrap server application software in a filesystem that includes everything it needs to run. Container applications run on supported container runtimes and orchestration services, such as Amazon Elastic Container Service (Amazon ECS) or Amazon Elastic Kubernetes Service (Amazon EKS). Both eliminate the need for you to install and operate your own container orchestration software by managing and scheduling containers on a scalable cluster of virtual machines.

Version release notes

Initial release of ADP IoT Platform

Additional details

Usage instructions

Please, refer to this docs for usage instructions: https://griddynamics-analytical-data-platform-releases.s3.amazonaws.com/documents/AWS+IoT+Platform.pdf

Resources

Vendor resources

Starter kit blog post

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Please allow 24 hours on sales@griddynamics.com

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