Azure SQL Edge

Azure SQL Edge

Microsoft
+
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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.

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.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Enterprises wanting a tool to develop applications and manage the performance and security across their entire data estate

Audience

Machine learning practitioners and researchers in search of a tool to implement privacy-preserving, decentralized model training across diverse devices and platforms

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

$60 per year
Free Version
Free Trial

Pricing

Free
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Microsoft
Founded: 1975
United States
azure.microsoft.com/en-us/products/azure-sql/edge/

Company Information

Flower
Founded: 2023
Germany
flower.ai/

Alternatives

Alternatives

Keepsake

Keepsake

Replicate
Azure Linux

Azure Linux

Microsoft

Categories

Categories

Integrations

Microsoft Azure
Amazon Web Services (AWS)
Android
Apple iOS
Azure Marketplace
Azure SQL Database
Bloomreach
Google Cloud Platform
Hugging Face
Keras
Kubernetes
MXNet
Modern Leadership (MLX)
NVIDIA Jetson
NumPy
ONNX
PyTorch
Raspberry Pi OS
SQL Server
Undivide

Integrations

Microsoft Azure
Amazon Web Services (AWS)
Android
Apple iOS
Azure Marketplace
Azure SQL Database
Bloomreach
Google Cloud Platform
Hugging Face
Keras
Kubernetes
MXNet
Modern Leadership (MLX)
NVIDIA Jetson
NumPy
ONNX
PyTorch
Raspberry Pi OS
SQL Server
Undivide
Claim Azure SQL Edge and update features and information
Claim Azure SQL Edge and update features and information
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Claim Flower and update features and information