For reliability, accuracy and performance, both AI and machine learning heavily rely on large sets. Because the larger the pool of data, the better you can train the models. That’s why it’s critical for big data platforms to efficiently work with different data streams and systems, regardless of the structure of the data (or lack thereof), data velocity or volume.
However, that’s easier said than done.
Today every big data platform faces these systemic challenges:
Compute / Storage Overlap: Traditionally, compute and storage were never delineated. As data volumes grew, you had to invest in compute as well as storage.
Non-Uniform Access of Data: Over the years, too much dependency on business operations and applications have led companies to acquire, ingest and store data in different physical systems like file systems, databases and data warehouses (e.g. SQL Server or Oracle), big data systems (e.g….
The Associated Press delivers 2017 Virginia gubernatorial primary results with Microsoft Power BI publish to web.
For more than 170 years, The Associated Press (AP) has told the world’s biggest and most important stories, from the assassination of Abraham Lincoln to the fall of the Berlin Wall, and more recently Brexit and the 2016 U.S. presidential election.
Today, when news is frequently accompanied by massive quantities of data, reporting means making sense of all that data, and AP continues to lead the way in data journalism. The news agency, with locations in more than 100 countries, provides newsrooms worldwide with data-driven reporting on everything from politics, business, environmental science and public safety to sports, education and more. Recent AP data journalism efforts uncovered water quality issues in public and private water systems, analyzed the history of refugees from the seven countries included…
Dell Boomi clients wanted to launch new technology capabilities that will rapidly deliver a competitive edge. Unfortunately, project backlogs and multiple priorities often slow the pace of innovation. Overworked and understaffed IT teams often compound this problem, resulting in employee turnover that makes it even harder for businesses to retain the best and brightest IT staff.
Ultimately, the cycle of pressing priorities and strained IT resources leads to a skills gap that causes many companies to lag behind.
And integration is central to this issue. These days organizations need to be extremely agile in how they integrate their applications and data to drive digital transformation. The volume and diversity of integrations necessary for running a digital business are growing exponentially. Social, mobile, analytics, big data, IoT and AI technologies all require integration into core business systems.
And integration is fundamental for any organization…
At any point in time on any day of the week, Microsoft’s cloud computing operations are under attack: The company detects a whopping 1.5 million attempts a day to compromise its systems.
Microsoft isn’t just fending off those attacks. It’s also learning from them.
All those foiled attacks, along with data about the hundreds of billions of emails and other pieces of information that flow to and from Microsoft’s cloud computing data centers, are constantly being fed into the company’s intelligent security graph.
Microsoft invests about $1 billion in cloud security each year.
It’s a massive web of data that can be used to connect the dots between an email phishing scam out of Nigeria and a denial-of-service attack out of Eastern Europe, thwarting one attack for one customer and applying that knowledge to every customer using products including the company’s Azure computing platform,…
BizTalk360 is a browser-based monitoring application for Microsoft’s BizTalk integration platform. The out-of-the-box monitoring functionality can be difficult to navigate both for new users and experienced admins, and is complex and time consuming to set up for multiple users with varying access rights. BizTalk360 combines the Admin Console and Event Log, with some added analytical and notification functionality, to create an easy to navigate operational tool.
In this overview of basic BizTalk360 setup, I will assume you have a BizTalk application already deployed that contains at least one receive port and send port. Although there is a huge amount of configuration and monitoring that can be done through BizTalk360, this article will focus on initial configuration and simple environment health monitoring.
One of the great new additions of the recently released Feature Pack 1 for Microsoft BizTalk 2016 is a REST API, which can be used to administer BizTalk Server. Longtime users of BizTalk may have experience with using ExplorerOM.dll or WMI based scripts to manage their BizTalk environment. The REST API introduced in Feature Pack 1 provides a more flexible alternative, including a Swagger definition providing rapid implementation of an application to consume the API. In this post, I will walk through the process of installing the API as well as using Swagger to generate a C# client and demonstrating a simple command.
On May 16th, during the SharePoint Virtual Summit, Microsoft unveiled a new wave of innovations that build upon the vision they set forth last year to reinvent content collaboration and usher in a new generation of mobile and intelligent intranets.
Customers’ successes inspire Microsoft and illustrate how SharePoint and OneDrive in Office 365 empowers individuals, teams and organizations to share with confidence, transform business process, inform and engage the organization, and harness collective knowledge. May 16th’s announcements make it easier than ever for you to drive these outcomes and accelerate your digital transformation. For even more insights, read Jeff Teper’s post, “SharePoint Virtual Summit showcases growth, innovations and customer success.”
Here’s a recap of the headline announcements that Jeff covered in his blog, and the broader set of innovations Microsoft highlighted during the SharePoint Virtual Summit.
Share with confidence
OneDrive lets you share files…
So you’ve set up your new chat bot using the Microsoft Bot Framework, and you need to catch messages before they’re read by your dialogs or FormFlows to apply some global or preemptive logic. Luckily, the Bot Framework team thought ahead and built in a concept for handling message interception, called Scorables.
What Are Scorables?
A Scorable is a class that you can register with Autofac (the dependency injection solution used by Bot Framework), that will silently sit in between your externally-facing code accepting incoming user messages, and your internal dialog code. Each one will get the chance to handle the incoming message, and even compete for priority (which is where the “score” originates).
When To Use Scorables
Since they have full access to Autofac and the dialog stack, they can allow you to do anything from:
applying logic across your entire set of dialogs without duplicating…
Efficient data management keeps goods flowing smoothly in Denmark. Danske Fragtmaend, the country’s largest national transport and distribution firm, has been moving freight for more than a century. Today, Danske Fragtmaend delivers more than 40,000 consignments each day throughout Denmark, and businesses from small mom-and-pop operations to factories rely on its services.
The firm handles logistics in a central location, where 200 dispatchers keep an eye on the movement of thousands of trucks and their cargo. Both drivers and dispatchers need the latest information to operate efficiently, so they rely on a data platform based on SQL Server 2016. The storage system includes 160 terabytes of flash memory for fast I/O and high uptimes. Throughout the day, drivers continually scan transactions with PDAs and send shipping information including GPS coordinates to the data platform. Fast access to information is essential. Ulf…
New Channels, New Docs, New Ways to Make Great Bots
On May 10th, Microsoft announced numerous updates to the Bot Framework designed to help developers make great conversationalists.
1 New Channels
Three new channels are available today, increasing your bot’s reach to even more of the Microsoft audience, as well as people engaged in many of the world’s most popular messaging experiences.
The Cortana channel enables you to extend Cortana by authoring Skills. Visit the Cortana developer portal to learn how to add your skills to Cortana.
The Bing channel allows users to discover and chat with your bot directly in the Bing search result page. Bing bots are authored using the Bot Framework and connected via the Bing channel. The Bing Bot development experience allows bot developers to publish their bots to Bing, where they appear in the Bing Bots Rich Answer. Users will…