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        General Availability of Azure Data Box Edge Appliance Released
        
        
        
        
Last week Microsoft announced that GA versions of Azure Data Box Edge and Azure Data  Box Gateway are now available through the Microsoft Azure Portal.
Azure Data Box Edge, the "1U rack-mountable appliance" made by Microsoft, was at the  preview stage back  in September 2018. It can be used to help with compute and storage tasks  before transferring data to Azure datacenters.
Back in September Microsoft has also announced the general  availability of its rentable storage device, Azure Data Box, for  physically transferring up to 100TB of data to Microsoft for installation on  Azure infrastructure. It's also offered as a 1PB Azure Data Box Heavy storage  device, which is still at the preview stage. There's also an 8TB Azure  Data Box Disk storage device that's currently available for lighter Azure data  transfers.
Azure Data Box Edge is a more specialized appliance that can  be "racked alongside your existing enterprise hardware or live in  non-traditional environments from factory floors to retail aisles,"  according to Microsoft's announcement. It's designed to support a few edge  computing and storage tasks. 
For instance, Azure Data Box Edge supports running  applications in containers. It supports local caching of frequently used data,  while automatically transferring other data to the Azure Storage service. Azure  Data Box Edge also lets users conduct machine learning operations locally via  an included Intel Arria 10 field programmable gate array, although this machine  learning capability is still at the preview stage.
Organizations can get the Azure Data Box Edge appliance by  ordering it from Microsoft via the Azure Portal, a browser-based management  solution. The costs to use Azure Data Box Edge are described at this  page. There's a monthly charge of $336.60 for 10TB, but Microsoft also  charges separately for storage. Microsoft doesn't charge for the Azure Data Box  Edge hardware, but there's an undetermined fee for lost or damaged gear.  
Machine Learning
  On the machine learning front, Microsoft explained in another  announcement that most of the data used in applications by organizations is  "used at the edge," such as collecting images, which might be done by  retail stores, factories or hospitals. Consequently, the ability to conduct  machine learning processes on the Azure Data Box Edge appliance by these  organizations can result in "lower latency and savings on bandwidth costs,"  Microsoft contended. 
Organizations can use Azure Data Box Edge to do things like "train  a TensorFlow model for image classification scenarios, containerize the model  in a Docker container, and then deploy the container to a Data Box Edge device  with Azure IoT Hub," according to Microsoft. 
Microsoft also offers an Azure Machine Learning service. It's  a separate service, though, that's different from the machine learning  capabilities of the Azure Data Box Edge appliance.
Storage
The network storage capability of the Azure Data Box Edge  appliance gets carried out using the Azure Data Box Gateway. The Azure Data Box  Gateway is a software "virtual appliance" component in the Azure Data  Box Edge appliance or it's available separately. Azure Data Box Gateway is also  now generally available, according to Microsoft's announcement. 
The data that goes to the Azure Data Box Gateway "will  automatically upload to your Azure Storage account, supporting Block Blob, Page  Blob or Azure Files," Microsoft clarified. The network bandwidth used for  these data transfers gets optimized by Microsoft. 
In another  announcement on Tuesday, Microsoft announced that Blob storage on the Azure  Data Box product has reached general availability status. The Blob storage  support lets users copy  data using REST-based APIs, making Azure Data Box "appear like an Azure  storage account." 
Blob storage for Azure Data Box can be used to handle Big  Data workloads, such as moving "large HDFS stores to Azure as part of  an Apache Hadoop migration," Microsoft indicated. The Blob storage capability  of Azure Data Box is also being tapped by Microsoft's partners, such as "Veeam,  Rubrik and DefendX," to help customers move their data to Azure, according  to Microsoft.
        
        
        
        
        
        
        
        
        
        
        
        
            
        
        
                
                    About the Author
                    
                
                    
                    Kurt Mackie is senior news producer for 1105 Media's Converge360 group.