Azure SQL Edge

Azure SQL Edge

Microsoft
Azure SQL Edge Flower

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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.
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.
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
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
Azure SQL Edge:

Audience

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

Audience

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

Support

Phone Support Supported
24/7 Live Support Supported
Online Supported
Flower:

Support

Phone Support Supported
24/7 Live Support Not Supported
Online Supported
Azure SQL Edge:

API

Offers API Not Supported
Flower:

API

Offers API Not Supported
Azure SQL Edge:

Screenshots and Videos

Flower:

Screenshots and Videos

Azure SQL Edge:

Pricing

$60 per year
Free Version Not Supported
Free Trial Supported
Flower:

Pricing

Free
Free Version Supported
Free Trial Not Supported
Azure SQL Edge:

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
Flower:

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
Azure SQL Edge:

Training

Documentation Supported
Webinars Supported
Live Online Supported
In Person Not Supported
Flower:

Training

Documentation Supported
Webinars Supported
Live Online Not Supported
In Person Supported
Azure SQL Edge:

Company Information

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

Company Information

Flower
Founded: 2023
Germany
flower.ai/
Azure SQL Edge:

Alternatives

Flower:

Alternatives

Azure SQL Edge:
Flower:
Keepsake

Keepsake

Replicate
Azure SQL Edge:
Flower:
Azure SQL Edge:
Azure Linux

Azure Linux

Microsoft
Flower:
Azure SQL Edge:
SQL Server

SQL Server

Microsoft
4.5 out of 5 stars
Flower:
Azure SQL Edge:

Categories

SQL Server Supported
Flower:

Categories

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
JAX Not Supported
Keras Not Supported
Kubernetes Supported
MXNet Not Supported
NVIDIA Jetson Not Supported
NumPy Not Supported
ONNX Supported
PyTorch Not Supported
Python Not Supported
Undivide Supported
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
JAX Supported
Keras Supported
Kubernetes Not Supported
MXNet Supported
NVIDIA Jetson Supported
NumPy Supported
ONNX Not Supported
PyTorch Supported
Python Supported
Undivide Not Supported
Azure SQL Edge:
Claim Azure SQL Edge and update features and information
Claim Azure SQL Edge and update features and information
Flower:
Claim Flower and update features and information
Claim Flower and update features and information