Click here to close now.

Welcome!

Java IoT Authors: Pat Romanski, Elizabeth White, Plutora Blog, Liz McMillan, Carmen Gonzalez

Related Topics: @ThingsExpo, Java IoT, Mobile IoT, Linux Containers, Agile Computing, @BigDataExpo

@ThingsExpo: Article

Microsoft Product Mapping for the Internet of Things

The market potential for IoT is in the trillions of dollars globally per year and growing

As suggested by numerous reports and white papers by both big players and analysts, the market potential for IoT is in the trillions of dollars globally per year and growing. Microsoft has rightly adopted the enablement of IoT with appropriate platform and tools. The Microsoft Azure Intelligent Systems Service helps enterprises embrace the Internet of Things (IoT) by securely connecting, managing and capturing machine-generated data from a variety of sensors and devices. While some of these services are still under limited public preview gaining appropriate expertise will help in meeting the challenges faced by new era of Ambient Intelligence.

Microsoft's Big Push on Machine Learning
The next big thing in computing is derived out of using Machine Learning techniques. Microsoft has come up with some important announcements recently.

The following announcements were made by Microsoft CEO in a recent customer event in San Francisco on April 15.

  • Limited public preview of the Microsoft Azure Intelligent Systems Service. This new Azure service helps customers embrace the Internet of Things and securely connect to, manage and capture machine-generated data from sensors and devices, regardless of operating system.
  • Launch of SQL Server 2014. The latest version of the world's most widely deployed database delivers real-time performance with built-in in-memory technology and public cloud scale and disaster recovery with Microsoft Azure.

While these services are still under public beta and will take mainstream in a short while from now, the following reference architecture will help to make best use of them in the era of internet of things.

Reference Architecture for Internet of Things Intelligence
The following diagram shows a vendor agonistic view of an Intelligent Insight Enabler for Internet Of Things.

Event Producer
This layer represents the raw devices like sensors, machine sources which can generate massive quantities of events. By classical definition events does not mean anything disruptive or useful information always, most of the times they may be just raw messages which will not provide any meaning unless viewed within a context. This layer typically presents at , Ón Premise' mainly in plant floor, hospitals or even in homes.

Event Preprocessor
Events do get generated in massive quantities and most times event information is repetitive and not useful and hence event preprocessing layer will be useful to filter the duplicate and unwanted events and consider relevant events for further processing. Also events do get more significance if they are semantically enriched with context. While a more advanced form of semantic enrichment can happen in the next layer (Event Intelligence Processor), but basic semantic enrichment about the event like, it's location, relationship with other objects of interest will happen in this layer.

Event Intelligence Processor
This is the most important layer in the whole eco system and it typically present in cloud, given its needs to scale rapidly and handle massive quantities of data. It can typically utilize two kinds of processing to produce the intelligence from raw data.

  • In Memory Processor: In memory analytical engine for real time analytics needs.
  • Massively Parallel Processor: Batch engine to analyse even large quantities of data in near real time basis.

Intelligence processor will utilize second level of semantic enrichment which will further annotate the events beyond what is done by the pre processor. Enrichment at this stage will take care correlation among events from disparate sources. Finally the machine learning engine will utilize the past data conditions of the events and come up predictive outcomes which is the ultimate goal of the engine.

Event Insights Consumer
As evident from the name, Intelligence extracted by the Intelligence Processor' will be consumed by this layer using rich visualization features across multiple channels. This layer will also facilitate end user specific views, drill down and other dynamic filtering of intelligence output. It is quite possible that a IoT device could be a consumer of the machine intelligence generated, so that the preventive maintenance of the device can be taken care.

Microsoft Product Mapping For Internet Of things Ambient Intelligence
The following diagram shows the product mapping aligned with Microsoft vision of Internet of Things and associated Ambient Intelligence which can be drawn out of it. The product mapping boxes have been aligned with reference architecture so that a one to one mapping between the building blocks and associated products can be realized.

The following are the brief descriptions of the product mapping and their fitment , a detailed explanation about these products can be obtained from Microsoft web site and documentation.

Event Producer
The Windows Embedded family of operating systems and tools extends the power of Windows and Microsoft technologies, allowing you to create powerful, connected, industry devices and intelligent systems that can transform your business.

Event Preprocessor
Microsoft StreamInsightTM is a powerful platform that you can use to develop and deploy complex event processing (CEP) applications. Its high-throughput stream processing architecture and the Microsoft .NET Framework-based development platform enable you to quickly implement robust and highly efficient event processing applications.

Event Intelligence Processor
SQL Server 2014 delivers mission critical performance across all workloads with in-memory built in, faster insights from any data with familiar tools. It's In Memory analytics can process billion of rows in seconds as per Microsoft data sheet.

HDInsight is a Hadoop-based service from Microsoft that brings a 100 percent Apache Hadoop solution to the cloud. A modern, cloud-based data platform that manages data of any type, whether structured or unstructured, and of any size, HDInsight makes it possible for you to gain the full value of big data.

Polybase is a integration technology between structured data stored in SQL Server and Unstructured data stored in HDinsight HDFS. The Analytics Platform System brings Microsoft's massively parallel processing (MPP) data warehouse technology-the SQL Server Parallel Data Warehouse (PDW)-together with HDInsight, Microsoft's 100% Apache Hadoop distribution, and delivers it as a turnkey appliance. To integrate data from SQL Server PDW with data from Hadoop, APS offers the PolyBase data querying technology.

Though the Polybase technology is part of a platform appliance, it is expected that in a Hybrid Cloud scenario enterprises can always make use of it and this may technology may also be available as part of Azure later.

SQL Server Analysis Services is probably most important part of this whole solution. It is often under looked from its capabilities perspective. However it has got very important algorithms to provide the required Machine Learning Capabilities for Internet Of things domain. The following are the important algorithms that will play a major role in machine learning.

Event Insights Consumer
Microsoft Power BI for Office 365 is a collection of features and services that enable you to visualize data, share discoveries, and collaborate in intuitive new ways. Microsoft Power BI for Office 365 provides an organization-wide self-service business intelligence (BI) infrastructure, and brings Excel workbook sharing, online collaboration, and IT infrastructure together into a holistic offering.

 

Summary
As suggested by numerous reports and white papers by both big players and analysts, the market potential for IoT is in the trillions of dollars globally per year and growing. Microsoft has rightly adopted the enablement of IoT with appropriate platform and tools. The Microsoft Azure Intelligent Systems Service helps enterprises embrace the Internet of Things (IoT) by securely connecting, managing and capturing machine-generated data from a variety of sensors and devices. While some of these services are still under limited public preview gaining appropriate expertise will help in meeting the challenges faced by new era of Ambient Intelligence.

More Stories By Srinivasan Sundara Rajan

Srinivasan is passionate about ownership and driving things on his own, with his breadth and depth on Enterprise Technology he could run any aspect of IT Industry and make it a success.

He is a seasoned Enterprise IT Expert, mainly in the areas of Solution, Integration and Architecture, across Structured, Unstructured data sources, especially in manufacturing domain.

He currently works as Technology Head For GAVS Technologies.

@ThingsExpo Stories
"We have seen the evolution of WebRTC right from the starting point to what it has become today, that people are using in real applications," noted Dr. Natasha Tamaskar, Vice President and Head of Cloud and Mobile Strategy and Ecosystem at GENBAND, in this SYS-CON.tv interview at WebRTC Summit, held June 9-11, 2015, at the Javits Center in New York City.
The 3rd International WebRTC Summit, to be held Nov. 4–6, 2014, at the Santa Clara Convention Center in Santa Clara, CA, announces that its Call for Papers is now open. Topics include all aspects of improving IT delivery by eliminating waste through automated business models leveraging cloud technologies. WebRTC Summit is co-located with 15th International Cloud Expo, 6th International Big Data Expo, 3rd International DevOps Summit and 2nd Internet of @ThingsExpo. WebRTC (Web-based Real-Time Communication) is an open source project supported by Google, Mozilla and Opera that aims to enable bro...
It is one thing to build single industrial IoT applications, but what will it take to build the Smart Cities and truly society-changing applications of the future? The technology won’t be the problem, it will be the number of parties that need to work together and be aligned in their motivation to succeed. In his session at @ThingsExpo, Jason Mondanaro, Director, Product Management at Metanga, discussed how you can plan to cooperate, partner, and form lasting all-star teams to change the world and it starts with business models and monetization strategies.
Internet of Things (IoT) will be a hybrid ecosystem of diverse devices and sensors collaborating with operational and enterprise systems to create the next big application. In their session at @ThingsExpo, Bramh Gupta, founder and CEO of robomq.io, and Fred Yatzeck, principal architect leading product development at robomq.io, discussed how choosing the right middleware and integration strategy from the get-go will enable IoT solution developers to adapt and grow with the industry, while at the same time reduce Time to Market (TTM) by using plug and play capabilities offered by a robust IoT ...
The 4th International Internet of @ThingsExpo, co-located with the 17th International Cloud Expo - to be held November 3-5, 2015, at the Santa Clara Convention Center in Santa Clara, CA - announces that its Call for Papers is open. The Internet of Things (IoT) is the biggest idea since the creation of the Worldwide Web more than
SYS-CON Events announced today that ProfitBricks, the provider of painless cloud infrastructure, will exhibit at SYS-CON's 17th International Cloud Expo®, which will take place on November 3–5, 2015, at the Santa Clara Convention Center in Santa Clara, CA. ProfitBricks is the IaaS provider that offers a painless cloud experience for all IT users, with no learning curve. ProfitBricks boasts flexible cloud servers and networking, an integrated Data Center Designer tool for visual control over the cloud and the best price/performance value available. ProfitBricks was named one of the coolest Clo...
17th Cloud Expo, taking place Nov 3-5, 2015, at the Santa Clara Convention Center in Santa Clara, CA, will feature technical sessions from a rock star conference faculty and the leading industry players in the world. Cloud computing is now being embraced by a majority of enterprises of all sizes. Yesterday's debate about public vs. private has transformed into the reality of hybrid cloud: a recent survey shows that 74% of enterprises have a hybrid cloud strategy. Meanwhile, 94% of enterprises are using some form of XaaS – software, platform, and infrastructure as a service.
"In the IoT space we are helping customers, mostly enterprises and industry verticals where time-to-value is critical, and we help them with the ability to do faster insights and actions using our platform so they can transform their business operations," explained Venkat Eswara, VP of Marketing at Vitria, in this SYS-CON.tv interview at @ThingsExpo, held June 9-11, 2015, at the Javits Center in New York City.
Discussions about cloud computing are evolving into discussions about enterprise IT in general. As enterprises increasingly migrate toward their own unique clouds, new issues such as the use of containers and microservices emerge to keep things interesting. In this Power Panel at 16th Cloud Expo, moderated by Conference Chair Roger Strukhoff, panelists addressed the state of cloud computing today, and what enterprise IT professionals need to know about how the latest topics and trends affect their organization.
WebRTC converts the entire network into a ubiquitous communications cloud thereby connecting anytime, anywhere through any point. In his session at WebRTC Summit,, Mark Castleman, EIR at Bell Labs and Head of Future X Labs, will discuss how the transformational nature of communications is achieved through the democratizing force of WebRTC. WebRTC is doing for voice what HTML did for web content.
To many people, IoT is a buzzword whose value is not understood. Many people think IoT is all about wearables and home automation. In his session at @ThingsExpo, Mike Kavis, Vice President & Principal Cloud Architect at Cloud Technology Partners, discussed some incredible game-changing use cases and how they are transforming industries like agriculture, manufacturing, health care, and smart cities. He will discuss cool technologies like smart dust, robotics, smart labels, and much more. Prepare to be blown away with a glimpse of the future.
Connected things, systems and people can provide information to other things, systems and people and initiate actions for each other that result in new service possibilities. By taking a look at the impact of Internet of Things when it transitions to a highly connected services marketplace we can understand how connecting the right “things” and leveraging the right partners can provide enormous impact to your business’ growth and success. In her general session at @ThingsExpo, Esmeralda Swartz, VP, Marketing Enterprise and Cloud at Ericsson, discussed how this exciting emergence of layers of...
The 17th International Cloud Expo has announced that its Call for Papers is open. 17th International Cloud Expo, to be held November 3-5, 2015, at the Santa Clara Convention Center in Santa Clara, CA, brings together Cloud Computing, APM, APIs, Microservices, Security, Big Data, Internet of Things, DevOps and WebRTC to one location. With cloud computing driving a higher percentage of enterprise IT budgets every year, it becomes increasingly important to plant your flag in this fast-expanding business opportunity. Submit your speaking proposal today!
The 5th International DevOps Summit, co-located with 17th International Cloud Expo – being held November 3-5, 2015, at the Santa Clara Convention Center in Santa Clara, CA – announces that its Call for Papers is open. Born out of proven success in agile development, cloud computing, and process automation, DevOps is a macro trend you cannot afford to miss. From showcase success stories from early adopters and web-scale businesses, DevOps is expanding to organizations of all sizes, including the world's largest enterprises – and delivering real results. Among the proven benefits, DevOps is corr...
SYS-CON Events announced today that kintone has been named “Bronze Sponsor” of SYS-CON's 17th International Cloud Expo®, which will take place on November 3–5, 2015, at the Santa Clara Convention Center in Santa Clara, CA. kintone promotes cloud-based workgroup productivity, transparency and profitability with a seamless collaboration space, build your own business application (BYOA) platform, and workflow automation system.
With major technology companies and startups seriously embracing IoT strategies, now is the perfect time to attend @ThingsExpo in Silicon Valley. Learn what is going on, contribute to the discussions, and ensure that your enterprise is as "IoT-Ready" as it can be! Internet of @ThingsExpo, taking place Nov 3-5, 2015, at the Santa Clara Convention Center in Santa Clara, CA, is co-located with 17th Cloud Expo and will feature technical sessions from a rock star conference faculty and the leading industry players in the world. The Internet of Things (IoT) is the most profound change in personal an...
The Internet of Things is not only adding billions of sensors and billions of terabytes to the Internet. It is also forcing a fundamental change in the way we envision Information Technology. For the first time, more data is being created by devices at the edge of the Internet rather than from centralized systems. What does this mean for today's IT professional? In this Power Panel at @ThingsExpo, moderated by Conference Chair Roger Strukhoff, panelists addressed this very serious issue of profound change in the industry.
Buzzword alert: Microservices and IoT at a DevOps conference? What could possibly go wrong? In this Power Panel at DevOps Summit, moderated by Jason Bloomberg, the leading expert on architecting agility for the enterprise and president of Intellyx, panelists peeled away the buzz and discuss the important architectural principles behind implementing IoT solutions for the enterprise. As remote IoT devices and sensors become increasingly intelligent, they become part of our distributed cloud environment, and we must architect and code accordingly. At the very least, you'll have no problem fillin...
Explosive growth in connected devices. Enormous amounts of data for collection and analysis. Critical use of data for split-second decision making and actionable information. All three are factors in making the Internet of Things a reality. Yet, any one factor would have an IT organization pondering its infrastructure strategy. How should your organization enhance its IT framework to enable an Internet of Things implementation? In his session at @ThingsExpo, James Kirkland, Red Hat's Chief Architect for the Internet of Things and Intelligent Systems, described how to revolutionize your archit...
SYS-CON Events announced today that Secure Infrastructure & Services will exhibit at SYS-CON's 17th International Cloud Expo®, which will take place on November 3–5, 2015, at the Santa Clara Convention Center in Santa Clara, CA. Secure Infrastructure & Services (SIAS) is a managed services provider of cloud computing solutions for the IBM Power Systems market. The company helps mid-market firms built on IBM hardware platforms to deploy new levels of reliable and cost-effective computing and high availability solutions, leveraging the cloud and the benefits of Infrastructure-as-a-Service (IaaS...