Azure SQL EdgeMicrosoft
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Related Products
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Azure SQL Edge:
About
Small-footprint, edge-optimized SQL database engine with built-in AI. Azure SQL Edge, a robust Internet of Things (IoT) database for edge computing, combines capabilities such as data streaming and time series with built-in machine learning and graph features. Extend the industry-leading Microsoft SQL engine to edge devices for consistent performance and security across your entire data estate, from cloud to edge. Develop your applications once and deploy them anywhere across the edge, your on-premises data center, or Azure. Built-in data streaming and time series, with in-database machine learning and graph features for low-latency analytics. Data processing at the edge for online, offline, or hybrid environments to overcome latency and bandwidth constraints. Deploy and update from the Azure portal or your enterprise portal for consistent security and turnkey management. Detect anomalies and apply business logic at the edge using the built-in machine learning capabilities.
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Flower:
About
Flower is an open source federated learning framework designed to simplify the development and deployment of machine learning models across decentralized data sources. It enables training on data located on devices or servers without transferring the data itself, thereby enhancing privacy and reducing bandwidth usage. Flower supports a wide range of machine learning frameworks, including PyTorch, TensorFlow, Hugging Face Transformers, scikit-learn, and XGBoost, and is compatible with various platforms and cloud services like AWS, GCP, and Azure. It offers flexibility through customizable strategies and supports both horizontal and vertical federated learning scenarios. Flower's architecture allows for scalable experiments, with the capability to handle workloads involving tens of millions of clients. It also provides built-in support for privacy-preserving techniques like differential privacy and secure aggregation.
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Azure SQL Edge:
Platforms Supported
Windows
Supported
Mac
Not Supported
Linux
Supported
Cloud
Supported
On-Premises
Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Flower:
Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Azure SQL Edge:
Audience
Enterprises wanting a tool to develop applications and manage the performance and security across their entire data estate
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Flower:
Audience
Machine learning practitioners and researchers in search of a tool to implement privacy-preserving, decentralized model training across diverse devices and platforms
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Azure SQL Edge:
Support
Phone Support
Supported
24/7 Live Support
Supported
Online
Supported
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Flower:
Support
Phone Support
Supported
24/7 Live Support
Not Supported
Online
Supported
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Azure SQL Edge:
API
Offers API
Not Supported
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Flower:
API
Offers API
Not Supported
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Azure SQL Edge:
Screenshots and Videos |
Flower:
Screenshots and Videos |
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Azure SQL Edge:
Pricing
$60 per year
Free Version
Not Supported
Free Trial
Supported
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Flower:
Pricing
Free
Free Version
Supported
Free Trial
Not Supported
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Azure SQL Edge:
Reviews/
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Flower:
Reviews/
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Azure SQL Edge:
Training
Documentation
Supported
Webinars
Supported
Live Online
Supported
In Person
Not Supported
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Flower:
Training
Documentation
Supported
Webinars
Supported
Live Online
Not Supported
In Person
Supported
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Azure SQL Edge:
Company InformationMicrosoft
Founded: 1975
United States
azure.microsoft.com/en-us/products/azure-sql/edge/
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Flower:
Company InformationFlower
Founded: 2023
Germany
flower.ai/
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Azure SQL Edge:
Alternatives |
Flower:
Alternatives |
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Azure SQL Edge:
Categories |
Flower:
Categories |
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Azure SQL Edge:
Integrations
Microsoft Azure
Supported
Android
Not Supported
Azure Marketplace
Supported
Bloomreach
Supported
Docker
Not Supported
EHSwise
Supported
Google Cloud Platform
Not Supported
Hardskills
Not Supported
Hugging Face
Not Supported
IQ by UTOFA
Supported
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Flower:
Integrations
Microsoft Azure
Supported
Android
Supported
Azure Marketplace
Not Supported
Bloomreach
Not Supported
Docker
Supported
EHSwise
Not Supported
Google Cloud Platform
Supported
Hardskills
Supported
Hugging Face
Supported
IQ by UTOFA
Not Supported
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Azure SQL Edge:
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Flower:
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