In a webinar today previewing Spotfire 5 (scheduled for release this November), TIBCO announced that it will include TERR: The Tibco Enterprise Runtime for R. TERR is a closed-source reimplementation of the R language engine, and not based on the GPL-licensed R project from the R Foundation. Here's the relevant slide from the webinar:
By making the TERR engine TIBCO intellectual property (IP), rather than using the open-source R engine, TIBCO claimed in the webinar to have been able to improve performance. Apparently, while some packages will run at about the same speed, others may run at 10x speed or even faster. This performance comes at the expense of compatibility: not all R functions or CRAN packages will work with the TERR engine, and it's not clear whether or at what rate TERR will follow R's development path.
The TERR engine will be included in the Spotfire Professional Client, and some new statistical interfaces (point-and-click regression and classification modeling dialogs) will make use of the engine. But if you want to use TERR-compatible R code in the Spotfire Web Player (to deploy beyond the local desktop), you'll also need a license for Spotfire Statistics Services.
Coinceidentally, a second enterprise analytics vendor also announced integration with R today. Teradata's Big Data Appliance, which combines high-performance hardware with open-source Hadoop and Teradata Aster software, will include integration between the Hadoop engine and R. From the data sheet:
The SQL-MapReduce framework, created by Teradata Aster, allows developers to write powerful and highly expressive SQL-MapReduce functions in languages such as Java, c#, Python, c++, and R, and push them into the discovery platform for advanced in-database analytics.
Like the similar RHadoop project, Teradata's R integration works with the open-source R engine.
The fact that more enterprise software vendors are integrating with R is generally a good thing for the R community: it validates the power of R within organizations, and adds more options for bringing advanced analytical methods developed in R to production environments. I just hope that the introduction of a prorpietary R language engine doesn't promote the fracturing of the vibrant R community — one of R's greatest strengths — and result in a fork of the R language into incompatible dialects. 
Operational Hadoop and the Lambda Architecture for Streaming Data
Apache Hadoop is emerging as a distributed platform for handling large and fast incoming streams of data. Predictive maintenance, supply chain optimization, and Internet-of-Things analysis are examples where Hadoop provides the scalable storage, processing, and analytics platform to gain meaningful insights from granular data that is typically only valuable from a large-scale, aggregate view. One architecture useful for capturing and analyzing streaming data is the Lambda Architecture, representing a model of how to analyze rea...Feb. 28, 2015 02:00 PM EST Reads: 1,147
SYS-CON Events announced today that Vitria Technology, Inc. will exhibit at SYS-CON’s @ThingsExpo, which will take place on June 9-11, 2015, at the Javits Center in New York City, NY.
Vitria will showcase the company’s new IoT Analytics Platform through live demonstrations at booth #330. Vitria’s IoT Analytics Platform, fully integrated and powered by an operational intelligence engine, enables customers to rapidly build and operationalize advanced analytics to deliver timely business outcomes for use cases across the industrial, enterprise, and consumer segments.
When it comes to the Internet of Things, hooking up will get you only so far. If you want customers to commit, you need to go beyond simply connecting products. You need to use the devices themselves to transform how you engage with every customer and how you manage the entire product lifecycle.
In his session at @ThingsExpo, Sean Lorenz, Technical Product Manager for Xively at LogMeIn, will show how “product relationship management” can help you leverage your connected devices and the data they generate about customer usage and product performance to deliver extremely compelling and reliabl...
The explosion of connected devices / sensors is creating an ever-expanding set of new and valuable data. In parallel the emerging capability of Big Data technologies to store, access, analyze, and react to this data is producing changes in business models under the umbrella of the Internet of Things (IoT). In particular within the Insurance industry, IoT appears positioned to enable deep changes by altering relationships between insurers, distributors, and the insured.
In his session at @ThingsExpo, Michael Sick, a Senior Manager and Big Data Architect within Ernst and Young's Financial Servi...
SYS-CON Events announced today that Open Data Centers (ODC), a carrier-neutral colocation provider, will exhibit at SYS-CON's 16th International Cloud Expo®, which will take place June 9-11, 2015, at the Javits Center in New York City, NY.
Open Data Centers is a carrier-neutral data center operator in New Jersey and New York City offering alternative connectivity options for carriers, service providers and enterprise customers. 
The IoT market is projected to be $1.9 trillion tidal wave that’s bigger than the combined market for smartphones, tablets and PCs. While IoT is widely discussed, what not being talked about are the monetization opportunities that are created from ubiquitous connectivity and the ensuing avalanche of data. While we cannot foresee every service that the IoT will enable, we should future-proof operations by preparing to monetize them with extremely agile systems. 
There’s Big Data, then there’s really Big Data from the Internet of Things. IoT is evolving to include many data possibilities like new types of event, log and network data. The volumes are enormous, generating tens of billions of logs per day, which raise data challenges. Early IoT deployments are relying heavily on both the cloud and managed service providers to navigate these challenges. Learn about IoT, Big Data and deployments processing massive data volumes from wearables, utilities and other machines.
SYS-CON Events announced today that CodeFutures, a leading supplier of database performance tools, has been named a “Sponsor” of SYS-CON's 16th International Cloud Expo®, which will take place on June 9–11, 2015, at the Javits Center in New York, NY.
CodeFutures is an independent software vendor focused on providing tools that deliver database performance tools that increase productivity during database development and increase database performance and scalability during production.
The explosion of connected devices / sensors is creating an ever-expanding set of new and valuable data. In parallel the emerging capability of Big Data technologies to store, access, analyze, and react to this data is producing changes in business models under the umbrella of the Internet of Things (IoT). In particular within the Insurance industry, IoT appears positioned to enable deep changes by altering relationships between insurers, distributors, and the insured.
In his session at @ThingsExpo, Michael Sick, a Senior Manager and Big Data Architect within Ernst and Young's Financial Servi...
PubNub on Monday has announced that it is partnering with IBM to bring its sophisticated real-time data streaming and messaging capabilities to Bluemix, IBM’s cloud development platform.
“Today’s app and connected devices require an always-on connection, but building a secure, scalable solution from the ground up is time consuming, resource intensive, and error-prone,” said Todd Greene, CEO of PubNub. “PubNub enables web, mobile and IoT developers building apps on IBM Bluemix to quickly add scalable realtime functionality with minimal effort and cost.”
The major cloud platforms defy a simple, side-by-side analysis. Each of the major IaaS public-cloud platforms offers their own unique strengths and functionality. Options for on-site private cloud are diverse as well, and must be designed and deployed while taking existing legacy architecture and infrastructure into account. Then the reality is that most enterprises are embarking on a hybrid cloud strategy and programs.
In this Power Panel at 15th Cloud Expo (http://www.CloudComputingExpo.com), moderated by Ashar Baig, Research Director, Cloud, at Gigaom Research, Nate Gordon, Director of T...
“In the past year we've seen a lot of stabilization of WebRTC. You can now use it in production with a far greater degree of certainty. A lot of the real developments in the past year have been in things like the data channel, which will enable a whole new type of application," explained Peter Dunkley, Technical Director at Acision, in this SYS-CON.tv interview at @ThingsExpo, held Nov 4–6, 2014, at the Santa Clara Convention Center in Santa Clara, CA.
SYS-CON Events announced today that Intelligent Systems Services will exhibit at SYS-CON's 16th International Cloud Expo®, which will take place on June 9-11, 2015, at the Javits Center in New York City, NY.
Established in 1994, Intelligent Systems Services Inc. is located near Washington, DC, with representatives and partners nationwide. ISS’s well-established track record is based on the continuous pursuit of excellence in designing, implementing and supporting nationwide clients’ mission-critical systems. ISS has completed many successful projects in Healthcare, Commercial, Manufacturing, ...
Sensor-enabled things are becoming more commonplace, precursors to a larger and more complex framework that most consider the ultimate promise of the IoT: things connecting, interacting, sharing, storing, and over time perhaps learning and predicting based on habits, behaviors, location, preferences, purchases and more.
In his session at @ThingsExpo, Tom Wesselman, Director of Communications Ecosystem Architecture at Plantronics, will examine the still nascent IoT as it is coalescing, including what it is today, what it might ultimately be, the role of wearable tech, and technology gaps stil...
DevOps tends to focus on the relationship between Dev and Ops, putting an emphasis on the ops and application infrastructure. But that’s changing with microservices architectures.
In her session at DevOps Summit, Lori MacVittie, Evangelist for F5 Networks, will focus on how microservices are changing the underlying architectures needed to scale, secure and deliver applications based on highly distributed (micro) services and why that means an expansion into “the network” for DevOps. 
For years, we’ve relied too heavily on individual network functions or simplistic cloud controllers. However, they are no longer enough for today’s modern cloud data center. Businesses need a comprehensive platform architecture in order to deliver a complete networking suite for IoT environment based on OpenStack.
In his session at @ThingsExpo, Dhiraj Sehgal from PLUMgrid will discuss what a holistic networking solution should really entail, and how to build a complete platform that is scalable, secure, agile and automated.
We’re no longer looking to the future for the IoT wave. It’s no longer a distant dream but a reality that has arrived. It’s now time to make sure the industry is in alignment to meet the IoT growing pains – cooperate and collaborate as well as innovate.
In his session at @ThingsExpo, Jim Hunter, Chief Scientist & Technology Evangelist at Greenwave Systems, will examine the key ingredients to IoT success and identify solutions to challenges the industry is facing. The deep industry expertise behind this presentation will provide attendees with a leading edge view of rapidly emerging IoT oppor...
In the consumer IoT, everything is new, and the IT world of bits and bytes holds sway. But industrial and commercial realms encompass operational technology (OT) that has been around for 25 or 50 years. This grittier, pre-IP, more hands-on world has much to gain from Industrial IoT (IIoT) applications and principles. But adding sensors and wireless connectivity won’t work in environments that demand unwavering reliability and performance.
In his session at @ThingsExpo, Ron Sege, CEO of Echelon, will discuss how as enterprise IT embraces other IoT-related technology trends, enterprises with i...
The Internet of Things (IoT) is causing data centers to become radically decentralized and atomized within a new paradigm known as “fog computing.” To support IoT applications, such as connected cars and smart grids, data centers' core functions will be decentralized out to the network's edges and endpoints (aka “fogs”). As this trend takes hold, Big Data analytics platforms will focus on high-volume log analysis (aka “logs”) and rely heavily on cognitive-computing algorithms (aka “cogs”) to make sense of it all. 
It is no surprise to anyone that service providers need to find new sources of revenue and increase profitability. The digital, cloud and as-a-service revolution provides a silver lining.
As IT organizations feel the tension that comes from a combination of aging legacy B2B infrastructure, changing business mandates and rapidly evolving e-commerce requirements, they are increasingly looking at digital services and outsourcing to trusted providers. They want a trusted partner to deliver connected digital services; including mobile, cloud and M2M/IoT.
The pressure is on for businesses to thin...
Connected cars will create new business models and provide opportunities for current businesses to greatly improve their service offerings.
Areas like targeted marketing, fleet management, event planning, city planning, insurance, and auto repair will benefit immensely from the data that connected cars will provide in the not too distant future.
Check out my latest post on Forbes to see how.
Lou Gerstner became president of American Express in 1985 at the age of 43. He dismissed the speculation that his success was the product of being a workaholic. Gerstner said, “I hear that, and I can’t accept that. A workaholic can’t take vacations, and I take four weeks a year.”
As I write this, I’m in Wyoming with the family enjoying Yellowstone and Jackson Hole thinking, “Can I somehow achieve the level of impact of Lou Gerstner with the right work-life balance?” What keeps people from having to cancel vacations, modifying schedules to take budget calls, or work while the family sleeps?...
We continue to see an increasing trend in cyber-attacks in line with the growth of new technologies, and enterprises have to protect themselves. It is critical for enterprises to devise their own measures to protect against cyber-attacks because any tolerance on this front is more than an IT issue but may affect the very existence and the business model of the enterprise. We have seen in a recent incident where a cyber-attack prevented a large enterprise from performing their basic business process.
Back in 2003 I wrote an article that described the forthcoming evolution of the Cloud, and with it the development towards the SIngularity. The growing use of XML Web services would see them evolve to become intelligent agents, forming the basis for this collective.
This would fit well with the vision of the ‘Internet of Things’, where lots and lots of devices of all shapes and sizes will be equipped with an IP address and some small amount of self intelligence. Cars and traffic lights that are able to interoperate to better manage themselves for example.
One of the neat things about microservices is the ability to segment functional actions into scalability domains. Login, browsing, and checkout are separate functional domains that can each be scaled according to demand. While one hopes that checkout is similarly in demand, it is unlikely to be as popular as browsing, after all, and the days of wasting expensive money on idle compute resources went out when the clouds descended.
In that same vein comes the ability to also create performance domains. After all, if you're scaling out a specific functional service domain you can also specify p...
The Internet Of Things Is A Cybercriminals Dream Come True
Connected technologies will have access to a huge repository of information about us and our families enabling devices to tailor themselves to our interests and needs.
Read my latest post on Forbes that discusses the security challenges that IoT presents.
When people talk about the Internet of Things (IoT) they tend to think about big data technologies like Hadoop where petabyte size datasets are store and analyzed for both known and unknown patterns. What many people don’t realize is that many IoT use cases only require small datasets.
I ran into an interesting problems with JavaFX. When the GUI is done in FXML it seems that if a scene has only shapes (e.g., Rectangle, Circle, etc.) the handler method doesn’t receive keyboard events. And the problem seems to be that there is no way (at least I don’t see it) to give a focus to such a scene. I found a workaround, but I’d appreciate if someone could offer a cleaner solution or confirm that this is a JavaFX bug.
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.
Cloud Expo is the single show where delegates and technology vendors can meet to experience and discuss the entire world of the cloud.
Only Cloud Expo brings together all this in a single location: Cloud Computing | Big Data | IoT |...
I attended a Meetup yesterday in Mountain View, hosted by The Hive group on the subject of Lambda Architecture. Since I had never heard about this new phrase, my curiosity took me there. There was a panel discussion and panelists came from Hortonworks, Cloudera, MapR, Teradata, etc.
Lambda Architecture is a useful framework to think about designing big data applications. Nathan Marz designed this generic architecture addressing common requirements for big data based on his experience working on distributed data processing systems at Twitter. Some of the key requirements in building this archi...
As healthcare providers move into mobile device applications and across enterprise and cloud technologies in the U.S. and abroad, businesses and consumers are demanding more layers of protection. And it’s needed: Recent online security breaches highlight the importance of security, especially as cloud transactions and the IoT become more commonplace.
Attracting new customers and retaining old ones is paramount for most companies, and creating trust goes a long way when it comes to the monetization of online data. Concern over online security can determine what companies customers use, and t...
A friend of mine's son recently returned from an extended absence which basically removed him from nearly all aspects of technology, including the Internet, for a bit longer than 5 years. Upon return, observing him restore his awareness of technologies and absorb all things new developed over the past 5 years was both exciting and moving.
To be fair, the guy grew up in an Internet world, with access to online resources including Facebook, Twitter, and other social applications.
The interesting part of his re-introduction to the "wired" world was watching the comprehension flashes he went t...
We regularly run API Workshops worldwide which bring together API practitioners in discussion, debate, and exposure to technologies such as OAuth 2.0, API developer portal design, and identity.
And when we say "worldwide", we mean worldwide.
To illustrate this, my colleague Philipp Schöne has created an interactive map on CartoDB of the API Workshops over the past year, with photos of each. All that's missing is a backing track of Daft Punk's "Around the World" :)
Each API Workshop has been eventful in its own way, and for example I recall the spirited debate on SOA and API Management, ...
When people think of IoT technology they usually think of silicon based sensors made by semiconductor companies.
These types of sensors can be found tracking data on airplane engines, wind turbines, medical devices, and many more internet connected devices.
The problem with silicon based sensors is that they are not feasible for cost sensitive items or items in small or bendable packaging where embedding sensors just won’t work.
To solve this problem, a company called ThinFilm has created printed electronics.
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