In this video, we take a look at using Cognitive Toolkit (CNTK)—a unified deep learning toolkit from Microsoft.

The demo included in this video was part of our Ignite talk on cloud innovation with Azure Government. We use CNTK for an image detection problem: Identifying objects within the refrigerator.  Image detection is a harder class of problem than image classification, as image detection goes beyond classification to include localization of object(s) within an image. This is the reason for dropping down into the deep learning library. (Earlier in this presentation, Steve Michelotti showed the use of Cognitive API for image classification.)

We took Rimma Nehme’s excellent demo from BUILD 2017 and recreated it for AzureGov.

In a nutshell, we took the Marvel Universe Social Database and loaded it in Azure Cosmos DB as a graph database. Then we built a simple web page that invoked Gremlin queries against Cosmos DB.

The key theme of this demo is the ease with which you can create a globally distributed database that can support low latency queries against the Marvel Universe graph database. In the context of AzureGov (as shown below), we can seamlessly replicate the data across the three AzureGov regions by clicking on these regions within the Azure portal.

Here’s a quick look at the demo:

AIS and our CTO and Microsoft MVP Vishwas Lele are thrilled to be hosting an all-day Office 365 Developer Bootcamp THIS SATURDAY at the Reston Microsoft Office!

The Global Office 365 Developer Bootcamp is a FREE, one-day training event. Our Bootcamp will provide deep learning and a comprehensive view of all key technologies and products on the Office 365 platform. As Office 365 continues to grow across all dimensions, this is an incredible opportunity for developers to utilize these tools and apply this knowledge to create intelligent solutions more efficiently and effectively.

Get additional details on the agenda, presenters, and register for FREE here.

(Please note that all attendees should bring their own laptops and download all required software listed at the link prior to the event!)  Read More…

Earlier this week, my colleagues and I attended the 2017 Microsoft Government Cloud Forum at the Ronald Reagan building in D.C. This invitation-only event discussed topics such as IT modernization, cybersecurity, mobility, shared services, citizen engagement, and workforce management, all of which are top-of-mind these days for government employees.

AIS spent the day with Microsoft, government leaders and other partners, as we collaborated on how to both innovate and deliver more efficiently and effectively.

Lots of exciting news came out of the event, and we wanted to take a quick second to go over some of the bigger announcements: Read More…

For government, cybersecurity isn’t just a challenge—it can also be a roadblock that stands in the path of a long-awaited digital transformation.

Agencies are tasked with balancing the highest security measures with innovation, as today’s employees and citizens alike insist that their data be conveniently available anytime, anywhere. Where do you even start?

Last night’s AzureGov Meetup had a BIG audience hoping to get an answer to that question!

Read More…

At our second session for Microsoft Ignite, Jason McNutt and I discussed Azure Resource Manager (ARM) and Compliance. We showed attendees how to develop ARM templates that are compliant out of the box, with security standards such as FISMA and FedRAMP. Additionally, we went over how to automatically generate security control documentation based on ARM tags and open-source libraries like OpenControl.

Below is a short 15-minute video summarizing our Secure DevOps with ARM presentation:

Steve Michelotti and I presented a session on AzureGov last week at Microsoft Ignite 2017 in Orlando. It focused on demonstrating the innovative capabilities in AzureGov that are specifically designed to help government agencies with their mission. We dedicated about 80% of the session to live demos.

Steve started out with a brief description of AzureGov and how to get started…along with some recent news announcements, including API Management and Key Vault. Steve then quickly transitioned into demos related to Cognitive Services, Azure IOT and Power BI. I conducted two demos related to Cosmos DB Graph database and the CNTK deep learning algorithm on an N Series GPU machine.

Please watch the video below and let us know if you have any questions.

Earlier this year AIS had the opportunity to complete a research project using HoloLens, Microsoft’s mixed reality development platform. Exploring the Microsoft HoloLens was a fascinating experience, and for me, quite a novel one as well.  I’ve admittedly never become caught up in any virtual or augmented reality experiences, or even played any first-person perspective video games. (I have an Xbox One console in my living room, dutifully serving as a glorified Blu-ray player and online video streamer.) In fact, one of the reasons I went with an Xbox was a desire to develop and deploy apps to it, once Microsoft delivered on its promise of unifying all of its platforms.

So lacking a firsthand appreciation of immersive computer-generated experiences, having the ability to see and interact with computer-generated objects inside my real physical space was quite engaging. Read More…

Government agencies across the spectrum are sitting on invaluable datasets that are locked up, usually because of lack of resources, tools and compliance regimes.

Fortunately, cloud-based analytics capabilities are allowing these datasets to be turned into knowledge. Whether it’s data about the agency mission, citizen services or simply data from running large data centers, analytics can help these agencies visualize, analyze and optimize. Last night’s AzureGovMeetup showed attendees exactly how.

Read More…

With cloud adoption continuing to grow and many enterprises making use of multi-cloud infrastructures, today’s IT organizations need to quickly adapt their IT infrastructure to manage and monitor both public cloud infrastructure and existing on-premises resources. Traditionally, this leads to the implementation of multiple tools in separate environments, managed by separate teams for a wide range of functionalities, such as:

  • Server monitoring
  • Network monitoring
  • Configuration management
  • Log analytics
  • Backup
  • Recovery
  • Network Threat Detection

It can quickly become a challenge to gain a holistic view of your enterprise health; to troubleshoot fast and remediate quickly in a unified manner.  But now some good news: These capabilities (and more!) have all been integrated as part of the Azure Operations Management Suite (OMS).

What’s the advantage of Azure Operations Management Suite? Aside from the above mentioned items, it was designed in the cloud and all components are entirely hosted in Azure. So not only does it excel at native cloud capabilities such as PaaS, it also provides full functionality for on-premises resources, offering a single pane of glass for managing and monitoring diverse infrastructures and resources. There is no setup and configuration is minimal, which gives you the ability to manage and monitor your entire enterprise in a matter of minutes rather than hours. Read on for even more benefits to using Azure OMS. Read More…