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,…
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…
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…
Power BI was first made generally available in July 2015. Since then, Microsoft’s driving vision for Power BI has been to enable users across roles, disciplines and industries to sign up for the service in seconds and get business value by drawing insights from their data within minutes. Microsoft’s relentless focus to drive access to insights at scale has helped Power BI reach more than 200,000 organizations, and the breadth of this global community continues to directly contribute to Power BI’s evolution – to date more than 400 features have been added to the service as the result of input from more than 50,000 users.
Introducing Power BI Premium
Today Microsoft is taking the next step in its commitment to empower people and organizations with access to critical intelligence: introducing Power BI Premium. Power BI Premium builds on the existing Power BI…
When the term “big data” first burst onto the scene about seven years ago, experts predicted that organizations could dramatically improve how they operate by capturing and analyzing vast arrays of rapidly growing information.
Fast forward to 2017. It turns out that “big data” wasn’t just another buzzword. Now an established term in the IT and business lexicon, big data is bigger than ever. By some estimates data volumes are doubling every three years.
But organizations have yet to fully capitalize on the value of data for more informed decision-making, operational efficiencies, and personalized systems of engagement with customers and partners.
“Most companies are capturing only a fraction of the potential value from data and analytics,” according to a recent McKinsey Global Institute study, “The Age of Analytics: Competing in a Data-Driven World.”
Connecting Data for Competitive Advantage
For organizations that want to survive and thrive…
1: Build data-driven apps that learn and adapt
Applications show intelligence when they can spot trends, react to events, predict outcomes or recommend choices—often leading to richer customer experiences, improved business process, or addressing issues before they arise. The three key ingredients to creating an intelligent app are:
Ingest data in real time
Query across historical and real-time data
Analyze patterns and make predictions with machine learning
With Azure, you can make your applications intelligent by establishing feedback loops, and applying big data and machine learning techniques to classify, predict, or otherwise analyze explicit and implicit signals. Today, apps for consumers and enterprises can deliver greater customer or business benefit by learning from user behavior and other signals.
Pier 1 Imports launched a mobile-friendly pier1.com, making shopping online easier. It enabled the selection of delivery options like direct shipment, picking up products in the local store,…