So, you bought into the current machine learning craze and went on to collect millions/billions of records from this promising new data source. Now, what do you do with them? Too often, the abundance of data quickly turns into an abundance of problems. How do you extract that "magic essence" from your data without falling into the common pitfalls?
In her session at @ThingsExpo, Natalia Ponomareva, Software Engineer at Google, provided tips on how to be successful in large scale machine learning...Oct. 1, 2016 08:30 AM EDT Reads: 2,497
Cognitive Computing is becoming the foundation for a new generation of solutions that have the potential to transform business. Unlike traditional approaches to building solutions, a cognitive computing approach allows the data to help determine the way applications are designed. This contrasts with conventional software development that begins with defining logic based on the current way a business operates.
In her session at 18th Cloud Expo, Judith S. Hurwitz, President and CEO of Hurwitz & ...
The Transparent Cloud-computing Consortium (abbreviation: T-Cloud Consortium) will conduct research activities into changes in the computing model as a result of collaboration between "device" and "cloud" and the creation of new value and markets through organic data processing High speed and high quality networks, and dramatic improvements in computer processing capabilities, have greatly changed the nature of applications and made the storing and processing of data on the network commonplace. 
An IoT product’s log files speak volumes about what’s happening with your products in the field, pinpointing current and potential issues, and enabling you to predict failures and save millions of dollars in inventory. But until recently, no one knew how to listen.
In his session at @ThingsExpo, Dan Gettens, Chief Research Officer at OnProcess, will discuss recent research by Massachusetts Institute of Technology and OnProcess Technology, where MIT created a new, breakthrough analytics model f...
Without a clear strategy for cost control and an architecture designed with cloud services in mind, costs and operational performance can quickly get out of control. To avoid multiple architectural redesigns requires extensive thought and planning. Boundary (now part of BMC) launched a new public-facing multi-tenant high resolution monitoring service on Amazon AWS two years ago, facing challenges and learning best practices in the early days of the new service.
In his session at 19th Cloud Exp...
Digitization is driving a fundamental change in society that is transforming the way businesses work with their customers, their supply chains and their people. Digital transformation leverages DevOps best practices, such as Agile Parallel Development, Continuous Delivery and Agile Operations to capitalize on opportunities and create competitive differentiation in the application economy.
However, information security has been notably absent from the DevOps movement. Speed doesn’t have to negat...
The Internet of Things can drive efficiency for airlines and airports.
In their session at @ThingsExpo, Shyam Varan Nath, Principal Architect with GE, and Sudip Majumder, senior director of development at Oracle, will discuss the technical details of the connected airline baggage and related social media solutions. These IoT applications will enhance travelers' journey experience and drive efficiency for the airlines and the airports.
The session will include a working demo and a technical d...
While DevOps promises a better and tighter integration among an organization’s development and operation teams and transforms an application life cycle into a continual deployment, Chef and Azure together provides a speedy, cost-effective and highly scalable vehicle for realizing the business values of this transformation.
In his session at @DevOpsSummit at 19th Cloud Expo, Yung Chou, a Technology Evangelist at Microsoft, will present a unique opportunity to witness how Chef and Azure work tog...
In this strange new world where more and more power is drawn from business technology, companies are effectively straddling two paths on the road to innovation and transformation into digital enterprises.
The first path is the heritage trail – with “legacy” technology forming the background. Here, extant technologies are transformed by core IT teams to provide more API-driven approaches. Legacy systems can restrict companies that are transitioning into digital enterprises. To truly become a lea...
Your business relies on your applications and your employees to stay in business. Whether you develop apps or manage business critical apps that help fuel your business, what happens when users experience sluggish performance? You and all technical teams across the organization – application, network, operations, among others, as well as, those outside the organization, like ISPs and third-party providers – are called in to solve the problem. 
Almost two-thirds of companies either have or soon will have IoT as the backbone of their business in 2016. However, IoT is far more complex than most firms expected. How can you not get trapped in the pitfalls?
In his session at @ThingsExpo, Tony Shan, a renowned visionary and thought leader, will introduce a holistic method of IoTification, which is the process of IoTifying the existing technology and business models to adopt and leverage IoT. He will drill down to the components in this fra...
Digital transformation is too big and important for our future success to not understand the rules that apply to it. The first three rules for winning in this age of hyper-digital transformation are:
Advantages in speed, analytics and operational tempos must be captured by implementing an optimized information logistics system (OILS)
Real-time operational tempos (IT, people and business processes) must be achieved
Businesses that can "analyze data and act and with speed" will dominate those t...
If you had a chance to enter on the ground level of the largest e-commerce market in the world – would you? China is the world’s most populated country with the second largest economy and the world’s fastest growing market. It is estimated that by 2018 the Chinese market will be reaching over $30 billion in gaming revenue alone.
Admittedly for a foreign company, doing business in China can be challenging. Often changing laws, administrative regulations and the often inscrutable Chinese Interne...
I'm a lonely sensor. I spend all day telling the world how I'm feeling, but none of the other sensors seem to care.
I want to be connected. I want to build relationships with other sensors to be more useful for my human. I want my human to understand that when my friends next door are too hot for a while, I'll soon be flaming. And when all my friends go outside without me, I may be left behind.
Don't just log my data; use the relationship graph.
In his session at @ThingsExpo, Ryan Boyd, Engi...
Internet of @ThingsExpo, taking place November 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA, is co-located with the 19th International Cloud Expo and will feature technical sessions from a rock star conference faculty and the leading industry players in the world and ThingsExpo Silicon Valley Call for Papers is now open.
Too many myths and hypes create the confusion around digital transformation. Digital transformation isn't a technology change matter, it's primarily about transforming business models: infrastructure and operating model. Digital transformation when tackled with proven methodologies and approaches isn't as complex as it seems, they provide the step-by-step guide, the logic, and the tools to make it...
Welcome to the latest installment in the battle of two tech titans. Last week Alphabet announced that Nest is being merged into Google. See Fortune’s summary: Google Will Absorb Nest Developers.
This is the denouement to the saga that started in April, tied to infighting between the Google and Nest teams. I dissected this “silo-itis” in Why #Nest is Down, #Amazon Up, in #IoT for the #Connected H...
Modern IT departments have enormous budgets and there’s a veritable feast of technology out there to choose from. IT spending worldwide will total $3.5 trillion this year, according to Gartner. The challenge lies in selecting the right technology to drive your business forward and successfully integrating it into your stack. The proliferation of new cloud services, with countless small niche playe...
How do you balance the need to “go fast” with the need to test everything and deliver high-quality software?
With applications the driving force in today’s economy, the quality and release cadence of your software are critical to your business and your bottom line. You want to get software updated in the hands of your end users as quickly as possible. However, even the fastest release cycle would...
With online viewership and sales growing rapidly, enterprises are interested in understanding how they analyze performance to positively impact business metrics. Deeper insight into the user experience is needed to understand why conversions are dropping and/or bounce rates are increasing or, preferably, to understand what has been helping these metrics improve. The digital performance management ...
In their 2014 CIO Agenda report Gartner describe how ‘Taming the Digital Dragon‘ is key to Digital Transformation strategies, with the Hybrid Cloud Platform model as the enabling technology blueprint AND business model.
As their ‘We are here' arrow describes Gartner propose we are at the transition point from a second to a third generation of IT, the shift from IT industrialization to Digitizatio...
How effective is your organization at leveraging data and analytics to power the business?
This is the question that we pose at the beginning of our client conversations. Gaining intimate insights about your customer, product, and operational behaviors, tendencies, trends and propensities is critical if organizations want to drive digital business transformation; optimizing key business processe...
Fog Computing is being touted as the data communication solution our Internet of Things (IoT) devices are asking for by bringing the power of cloud computing closer to the end user. The fact is, the number of connected devices is going to continue to grow exponentionally. In fact, Gartner predicts that by 2020 IoT will include 26 billion connected things. Consider the impact that amount of data co...
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.
As applications are promoted from the development environment to the CI or the QA environment and then into the production environment, it is very common for the configuration settings to be changed as the code is promoted. For example, the settings for the database connection pools are typically lower in development environment than the QA/Load Testing environment. The primary reason for the exis...
There’s a tendency, particularly for networkers, to classify applications by the protocols they use. If it uses HTTP, it must be a web app. The thing is that HTTP has become what it was intended to be: a transport protocol. It is not an application protocol, in the sense that it defines application messages and states. It merely transports data in a very specific way.
That’s particularly importan...
Just over a week ago I received a long and loud sustained applause for a presentation I delivered at this year’s Cloud Expo in Santa Clara. I was extremely pleased with the turnout and had some very good conversations with many of the attendees. Over the next few days I had many more meaningful conversations and was not only happy with the results but also learned a few new things. Here is everyth...
Apache Hadoop is a key technology for gaining business insights from your Big Data, but the penetration into enterprises is shockingly low. In fact, Apache Hadoop and Big Data proponents recognize that this technology has not yet achieved its game-changing business potential.
In his session at 19th Cloud Expo, John Mertic, director of program management for ODPi at The Linux Foundation, will exp...
