September 15, 2015

Enterprise data architecture strategy and the big data lake

Data virtualization's use of defined semantic models to represent a converged view of original sources addresses both of the issues with accessing data in a data lake. Federating access to data in a data lake eliminates the need for users to rewrite their applications to include code to read the data from the data lake, reducing the need for data replication. Existing applications can target the semantic model, making the source of the data transparent to the consuming application. At the same time, data virtualization hides the complexity of schema-on-read by allowing each user to apply specific data normalization and transformation rules to the data to produce the "renderings" that are suited for each application use.


The new art of war: How trolls, hackers and spies are rewriting the rules of conflict

To put it another way: cyberwarfare models are maturing in the same way that other technologies mature. To take a more prosaic example, the evolution of cyberwarfare is a lot like the cycle e-commerce went through. There was a lot of initial excitement and investment from retailers in building separate e-commerce operations or businesses, but gradually these became not just a standard part of their operation but for many retailers the core of their business, just as cyberwarfare planning and strategy is gradually becoming a part of mainstream military planning. However that doesn't mean that all countries are taking the same approach to strategy or that they even agree on what should be included in the term cyberwarfare.


First Detailed Public Map of U.S. Internet Backbone Could Make It Stronger

Knowing the exact location of the most important Internet cables should help efforts to understand the possible effects of natural disasters or intentional attacks on the Internet, for example. Barford says he is also talking with researchers and people at telecommunications companies about the idea of adding extra fiber links that would be shared by different companies. They’d be located at key points where new fiber between major population centers could significantly improve the resilience and efficiency of the Internet. Although the Internet is publicly accessible, it is woven together from many privately owned networks that interoperate. Telecommunications companies sometimes show schematics of their core networks, but without much geographic detail.


How new data-collection technology might change office culture

The obvious fear for many employees is that data collected would not be anonymous and, instead, could be used for hiring, firing and promotion considerations. The growing market for these types of tools is sure to spawn imitators who might not uphold the same privacy safeguards. Privacy advocates shuddered when a software developer recently boasted that it would be possible for employers to peek into the emails and messages sent through Microsoft's Lync messaging system. "You can become your own mini-NSA," David Tucker, CEO of Australian-based Event Zero, told Network World. Managers could see which employees are dating and which ones are seeking out their next job. "Just make sure it doesn't end up on WikiLeaks," he advised.


Case study: Philips takes agile approach to building bridges between business and IT

“Over a longer period, it’s easier to miss a few edges. The financial impact is also much greater as you need a lot of management to keep everything on track in a six- to nine-month project,” says van Zoelen. “The amount of code we throw away is limited so we save money. I would almost say everything we do now is focused on delivering the most value possible.” For this reason, and since throwing its weight behind agile in 2011, the company claims to have made savings in the region of €47m as project lead times have fallen from 54 business days to 20. Over this same period of time, the number of teams involved has also grown from seven to 120. Within the teams are high levels of engagement and – because everyone is clear about what they should be doing – the working environment is largely positive, says van Zoelen.


RoboEthics – We Need Universal Robot Rights, Ethics And Legislation

Is it ok to torture or murder a robot? We form such strong emotional bonds with machines that people can’t be cruel to them even though they know they are not alive. So should robots have rights? Mistreating certain kinds of robots could soon become unacceptable in the eyes of society. In what circumstance would it be OK to torture or murder a robot? And what would it take to make you think twice before being cruel to a machine? ... There is a new emerging technology called quantitative legal prediction. It turns out that experienced lawyers often add a lot of value by making predictions. Using big data, complex analytics, robots will be best at “predicting” if you’re going to win a case, or that the case will be overturned on appeal, for example.


Can training transform CISOs into business leaders?

“If you look at other C-suite roles – CEO, CFO, CMO – these have been established for decades, creating defined paths to success. The CISO has been around for roughly 10 to 15 years, but it didn’t come to prominence until the last few years, and then as a technical role.” And technical skills, he added, while key to the “functional” success of a CISO, “do not lend themselves well to the business acumen and communication skills needed to work with your typical C-suite today. The main shift needed is towards thinking in terms of risk, not technology, and how this risk relates to various aspects of the business.” Christiansen agrees, to the point that he said the job is getting a different title. “The role of the CISO is evolving to the chief information risk officer (CIRO),” he said.


Don't underestimate the network's importance in manufacturing analytics and IoT

The practice on manufacturing floors was to leave choices about networking topology and machine-to-machine (M2M) interconnections to vendors, but as this dialogue moves into internal ERP and other higher-level office systems that support analytics and dashboards, corporate IT will be involved. There are two flavors of Internet of Things (IoT) communications in manufacturing environments: an IP-based network that is hard-wired and that interconnects machines on the floor with the ability to move information to the internet; and a more localized communications scheme where devices in immediate proximity to each other communicate through wireless technology like Bluetooth or over wired Ethernet.



Why Agile Didn’t Work

On the top is the lofty goal of “satisfying customers by satisfying their constant changing requirements”. We achieve this goal by “delivering working software frequently”. To deliver working software, though, requires significant technical and managerial support. Ensuring that changing requirements do not break the system and slow down development is foremost a technical issue: how to design the system in a way that is flexible and how to create automation that ensures changes do not break things. To foster advanced technical skills in teams, teams have to be motivated to learn from their mistakes and to develop themselves.



Shadow IT risks heightened in hybrid cloud

Shadow IT risks are heightened when combined with hybrid cloud. Most companies have data security and compliance practices to protect not only their own information, but that of their customers and suppliers. These practices and policies assume that data is contained within a controlled environment. But if users create a hybrid cloud workflow that connects shadow IT software as a service (SaaS) applications to highly structured applications, they can violate security and governance requirements – a risk known as bandit hybridization. The dangers of bandit hybridization are growing for two reasons. First, SaaS adoption is increasing, and line departments can easily adopt SaaS applications without IT support.



Quote for the day:

"Nothing so conclusively proves a man's ability to lead others as what he does from day to day to lead himself." -- Thomas J. Watson

September 14, 2015

Getting started with open source machine learning

Common machine learning tasks include classification (applying labels to items), clustering (grouping items automatically), and topic detection. It is also commonly used in natural language processing. Machine learning is increasingly being used in a wide variety of use cases, including content recommendation, fraud detection, image analysis and ecommerce. It is useful across many industries and most popular programming languages have at least one open source library implementing common ML techniques. Reflecting the broader push in software towards open source, there are now many vibrant machine learning projects available to experiment with as well as a plethora of books, articles, tutorials, and videos to get you up to speed.


Don't get too excited about superfast 5G wireless yet

It's a bit of rerun from the last advent of new wireless technology. In 2008, Verizon was the first in the US to lead the charge to the variant of 4G technology called Long-Term Evolution, or LTE, and it launched its service to consumers two years later. At the time, AT&T also downplayed the immediate benefits of 4G, noting that early devices would be clunky and would quickly run through their batteries. Eventually, the move to 4G LTE by both Verizon and AT&T helped drive a jump in mobility, ushering in the rise of sophisticated smartphones and mobile programs and services that are now integral to our lives. The hope is that 5G, which will bring speeds that are higher than what Google Fiber offers through a superfast landline connection, will usher in a new revolution.


APIs Are The New FTEs

Imagine the power of tools such as Bubble. While their tagline, “build your startup by pointing and clicking,” might not be applicable to everyone today, I strongly believe that within 10 years we will see at least one unicorn built without writing a single line of code. APIs are truly democratizing startup creation. Not only will you practically need no money to get started, you won’t need any tech skills either. All you will need is a keen understanding of the user and how to take your product to market. Of course, this has major implications in terms of pace of product development, and the consequent noise in the market, but net-net it’s great for consumers. Anyone with a great idea anywhere in the world can build a billion-dollar tech company. That’s exciting!


The Value of Storage Management

We’ll learn more about how HTC lowers total storage utilization cost while bringing in a common management view to improve problem resolution, automate resources allocation, and more fully gain compliance -- as well as set the stage for broader virtualization and business continuity benefits. ... From a performance standpoint, our former primary storage platform was not great at telling us how close we were to the edge of our performance capabilities. We never knew exactly what was going to cause a problem or the unpredictability of virtual workloads in particular. We never knew where we were going to have issues. Being able to see into that has allowed us to prevent help desk cost for slow services, for problems that maybe we didn’t even know were going on initially.


A Video-Game Algorithm to Solve Online Abuse

To truly curb abuse, Riot designed punishments and disincentives to persuade players to modify their behavior. For example, it may limit chat resources for players who behave abusively, or require players to complete unranked games without incident before being able to play top-ranked games. The company also rewards respectful players with positive reinforcement. Lin firmly believes that the lessons he and his team have learned from their work have broader significance. “One of the crucial insights from the research is that toxic behavior doesn’t necessarily come from terrible people; it comes from regular people having a bad day,” says Justin Reich, a research scientist from Harvard’s Berkman Center, who has been studying Riot’s work.


The ‘missing link’: Do your processes support strategy?

It is easy to be drawn into an illusion that all organisations in a particular industry or sub-sector must have identical processes. If we were to examine the airline industry, for example, it is likely that all airlines will have processes enabling tickets to be booked, passengers to be boarded, aircraft to be cleaned ready for their next flight and so on. Yet whilst all airlines might have these processes, the activities, goals and measures each airline deem relevant may differ substantially. ... It is crucial that we have an understanding of our organization’s mission, vision, objectives and strategy before and during our process design or improvement initiatives. If we don’t, we risk designing a process that is out of kilter with the organization’s aspirations.


5 reasons why Lego-like modular PCs aren't as exciting as they seem

Companies like Acer, which recently announced its Revo modular computer, promise to make PC component upgrades as easy as snapping together a few Lego bricks. The idea is that anyone should be able to customize their own desktop rig without the usual tangle of wires, finicky connectors, and exposed circuit boards. You may recall Razer making similar promises a couple years ago with Project Christine, a modular PC that didn’t get beyond the concept stage. And of course there’s the recently released Micro Lego Computer and its accessories, all of which literally look like Lego blocks. While these announcements always elicit oohs and aahs from the tech press, in reality they just don’t make a lot of sense. Without a concerted, industry-wide effort to make the modular PC a reality, you’d be wise to steer clear of the concept.


How to Make Your Data Center PUE Calculation More Accurate

While PUE has become the de facto metric for measuring infrastructure efficiency, data center managers must clarify three things before embarking on their measurement strategy: There must be agreement on exactly what devices constitute IT loads, what devices constitute physical infrastructure, and what devices should be excluded from the measurement. Since most data center operators who attempt to determine PUE will encounter one or more of the above problems, a standard way to deal with them should be defined. The three-pronged approach outlined below can be used to effectively determine PUE. This methodology defines a standard approach for collecting data and drawing insight from data centers.


Design Thinking

Empathizing is not easy. It should wreck you! It should shake you to the core. And it has done just that to me–to my life. I am so grateful for the people who I have met, who have shared their struggles, because I have learned so much from them. It has strengthened and enlightened me–my entire life–and it started with my own mother. My mother had a heart of gold and would give the very shirt off of her back, but also the shirt off of my back, my brother’s back, and my dad’s back. Though she used to tell us, “We will not give a hand out, but a helping hand.” (I can attest she gave more than a hand!) How I miss so much of that wisdom today. My mother gave her life helping others and building them up to succeed. And, through her example of selflessness and generosity, I have learned how to be a leader, a father, and a friend.


Behind American Express’ Machine Learning Effort

We use machine learning to identify potential fraud concerns whenever an American Express Card is used anywhere in the world. Our machine learning models help to protect $1 trillion in charge volume every year. Making the decision in less than 2 milliseconds, it allows us to approve charges at the point of sale, with the least amount of disruption to our customers. The point-of-sale decisions we make using machine learning in turn automatically trigger fraud alerts to our Card Members through instant emails, text messages and smart phone notifications. Card Members are able to verify charges through these channels very quickly, allowing them to continue with their transaction without further disruption.



Quote for the day:

"You can't let praise or criticism get to you. It's a weakness to get caught up in either one." -- John Wooden

September 13, 2015

The Challenges And Benefits Of Robotics In The Next 5 Years

Much to the disappointment of science fiction writers everywhere—and contrary to the anxieties of Elon Musk and Stephen Hawking—Tappeiner insists that robots will not be taking over the world anytime soon. “Definitely not in the next five years,” Tappeiner says. “Probably not in the next 50 years.” ... Even though robotics and automation in military research has helped to animate the spectre of killer robots, Tappeiner argues that robots will continue to serve humans for the near future, largely because current AI techniques still fall far short of the capabilities of the human brain. While machine learning excels at specific tasks like translation (Google Translate, for example, uses a technique called statistical machine translation), that intelligence is not easy to generalise.


Open Rest

One of the features of Spring Data Rest is exporting query methods as RESTful endpoints. That is awesome for simple cases eg. to supply your API with an endpoint to filter users by their username, you just have to write one line of code. Unfortunately those query methods are indivisible and cannot be combined with each other. That implies, that developers solving some complex cases, like queries with optional parameters, have to either write multiple query methods or write a custom method and export it with a controller. ... Second feature, that OpenRest comes with is Data Transfer Objects for POST, PUT and PATCH requests. Since Spring Data Rest is a great piece of code, one of my main principles while writing OpenRest was change as little as possible, and let users to switch it off and use basic features of Spring Data Rest when needed.


Developing Advanced Talent Analytics: Why It Matters to CFOs

Developing a talent analytics program should start with identifying the top business challenges HR needs to address. As CFOs typically have a view across the organization, they can provide a perspective on what the business needs from HR and where to focus efforts. That information will help determine the data HR will need to collect and analyze. For example, if the challenge is to improve the leadership pipeline at the business units, what are the metrics that the business needs to make decisions around leadership? Another foundational element is the quality of the data. If you go in to an advanced analytics project with inconsistent or poor-quality data, the HR group will quickly lose credibility with stakeholders.


How Wearables, Analytics and the IoT Will Redefine the Enterprise of 2020

New technology like wearable computing, mobile apps, the Internet-of-Things (IoT) and data analytics are beginning to influence all aspects of our lives. As a consumer, it can feel like your applications are always a step ahead of you. Use navigation app Waze at a certain time of day, and it knows you are heading from the office to home, pre-populating the route. This pervasive connectivity, and abundance of information about users, places, and things play a pivotal role in creating highly contextual and efficient experiences. In the case of smart apps, the experience begins 30 secondsbefore the user taps it — it knows what the user is looking for before they do.


Why NASA Wants Microsoft’s HoloLens in Space

Norris, who is also the leader of the Ops Lab at JPL, says NASA is also working on other applications for HoloLens, like using augmented reality for inventory management. Apparently keeping track of where things are and how to find them is a big challenge on the space station, even though objects have bar codes on them and are organized with a database. NASA has prototyped an app that can be used to recognize an object and show the HoloLens wearer a path to follow that leads to where the object should be stored, Norris says. In the meantime, to get some sense of what it will be like to use HoloLens on the space station, NASA experimented with HoloLens at the Aquarius underwater research station off the coast of Key Largo, Florida, in late July and early August.


Cyber-security Trouble shooting

Attributing digital attacks is said to be getting easier. But it is necessarily harder than in the real, “kinetic” world. So is deciding on the scale and direction of any retaliation. Arms control is all but impossible: digital weapons have to be secret to be effective. Though officials are cagey about the details, they believe they have detected Chinese and other hackers snooping on (and perhaps interfering in other ways with) computers and networks which run important infrastructure. Efforts to strengthen the systems involved are under way; the creaky power grid is a particular worry. Working out who is ahead is hard. America is doubtless making similar efforts on infrastructure networks in Russia and China—which may be in some ways more vulnerable to attack.


Unleash the power of razor template

To be able to perform true unit testing we need to isolate mvc features from rendering the view, which means no authorization, no model binding, no request validation, no filter actions, no method selectors, and no action invocation. You should only need to specify specify the view content, the view model, view data, temp data, bundles, etc... and a controller context because razor happens to need one to expose UrlHelper and HtmlHelper. So why not use Razor Engine or similar? simply because Razor Engine has a distinct application where MVC features are not needed, ie. Razor Engine does not support the view '~/Views/Home/Index.cshtml' from the default ASP.NET MVC project template, but if you need full support of razor features then we need something else, that is where Xania.AspNet.Simulator comes into play.


Agile Fluency and Let's Code Javascript

With the fluency model, it is not really the case. What you have is four different stops on a journey and any one of those stops can be right for any team, depending on what they need and what their organization needs. Figuring out exactly what fluency your team has, takes some experience. We have distilled down four core metrics – they are not sufficient conditions, but if you do not have these capabilities, then you are probably not fluent. So, for a one star teams, the teams that are focused on value which means talking in terms of business value. So, if you have a team and they are not talking in terms of business value, they are not showing progress in terms of business value, they are not giving their business partners the chance to change direction, change the order of stories, for example,


The Future of VMware? Experts Opine

Whether VMware will remain relevant as IT migrates to the cloud is “a really interesting question,” Miniman said. “First of all, this shift to cloud is a long term thing. We’re talking one of these ten-year swings. Wikibon’s latest research on it is, in ten years, it’s a third of the enterprise spend.” There’s time to adapt. VMware is “doing a great job of trying to make things more efficient, and they listen to their customers,” he said. He pointed to the company’s progress with VSAN and NSX. “However, I worry about VMware ignoring the impact of AWS and Azure." Initiatives like Pivotal’s Cloud Foundry (a well-funded offshoot developed by VMware) are promising, he said. “But I feel like they’re kind of trying to run out the clock on some stuff they’re doing, and not pushing as aggressively in some of the new technologies as fast.


Perceptions of Time in EA Teams

Some enterprises will be predominantly at one extreme or the other. Based on the research, there is a likely expectation that EA teams in Japan, the US, and some Western European countries — such as Switzerland, Ireland, Germany, Italy, England, Sweden, Austria, and the Netherlands — will produce results comparatively quickly. EA teams in other countries with slower-paced cultures, such as most Mediterranean and Arab countries, are more likely to work at a comparatively gentle or slow pace. The key point is that pace is relative — it is likely to be comparatively fast or comparatively slow, but there will always be some EA environments with a mixture of both fast and slow, and some that fluctuate between the two extremes.



Quote for the day:

“Everyone is gifted, but some people never open their package.” -- Wolfgang Riebe

September 12, 2015

Baidu’s Duer Joins the Virtual Assistant Party

Duer’s success will depend on how well it can parse naturally spoken language. This is notoriously difficult, although researchers have been making significant progress in recent years in both speech recognition and, to a lesser degree, natural language processing thanks to a powerful machine-learning technique known as deep learning. Companies such as Facebook see natural language as a key challenge for mining information and communicating with users. According to Baidu, Duer will mine meaning from written information on the Web. Baidu will collect information about a restaurant, for example, and Duer will infer whether it is pet-friendly or has outdoor seating.


Aggressive Android ransomware spreading in the USA

After a successful installation, the malware tries to obtain Device Administrator privileges. This trick is being used by Android malware authors more and more, as it makes it more difficult to remove the infection. Earlier versions of this Android/Locker family do this in just the same way as all other Android Trojans – they rely on the user willingly activating the elevated privileges. In the latest versions, however, the Trojan obtains Device Administrator rights much more covertly. The activation window is overlaid with the Trojan’s malicious window pretending to be an “Update patch installation”. As the victims click through this innocuous-looking installation they also unknowingly activate the Device Administrator privileges in the hidden underlying window.


Think your meeting's important? 25 years ago, this one spawned Wi-Fi

Most important, for anyone today who wants to buy an inexpensive Wi-Fi router and connect almost any portable device to it, NCR decided from the beginning that its WLAN technology should become an industry standard. The group that would develop that standard, called IEEE 802.11, first met 25 years ago Thursday.  ... Out of that initial impulse grew one of the most successful examples of open standards in action. Wi-Fi, which got its name from the industry group that certifies 802.11 products for interoperability, has gone into more than 10 billion devices and is used in home and business networks and public hotspots around the world. Even many mobile operators with their own licensed frequencies rely on Wi-Fi to better serve subscribers.


Peter Thiel Explains Biotech Investing Rationale: Get Rid of Randomness

The question is, can you change those probabilities into different numbers? The reason we invested in Stemcentrx at a valuation that would have been higher than many other biotechs we looked at is that we felt the whole company was designed to get these probabilities as close to one as possible at every step, to get rid of as much of this randomness or contingency as possible. That is something that we found deeply reassuring. One of the very unusual things they do is graft human cancer into the mice. It’s a somewhat more expensive way to do this than studying cancer in cell culture. It’s a somewhat harder structure to build. But drugs tested this way are much more likely to work in humans.


Machine Learning and Its Impact on Cyber-Security

First, the collection and storage of large volumes of data has been steadily adopted as a best practice, particularly in financial services and defense industries. However, a typical challenge faced by these organizations is the approach and tooling required to sort, mine and interpret the insights and patterns from the aggregated data. Secondly, the talent pool to deal with these tasks has been continually on the decline. This leaves opportunities for things to fall through the proverbial crack and cause security incidents to increase. These two points are illustrations of why machine learning can improve the security posture of an organization.


How to Balance the Five Analytic Dimensions

So many data scientists select an analytic technique in hopes of achieving a magical solution, but in the end, the solution simply may not even be possible due to other limiting factors. It is important for organizations working with analytic capabilities to understand the various constraints of implementation most real-world applications will encounter. When developing a solution one has to consider: data complexity, speed, analytic complexity, accuracy & precision, and data size. Data Scientists, nor the organizations they work for, will be able to be the best in each category simultaneously; however, it will prove necessary to understand the trade-offs of each.


OpenText Delivers Big Data Analytics in the OpenText Cloud

OpenText Big Data Analytics is a complete advanced analytics solution, combining advanced analytics software and maintenance with professional and learning services to accelerate big data initiatives. The solution is available as a managed cloud service to offer users complete management within the OpenText cloud. With this new Analytics-as-a-Service offering, the power of big data analytics is now accessible to business users and analysts in marketing, financial, and operational functions, driving a better understanding of customers, markets and operations to deliver more targeted campaigns, create more relevant products and offers and or discover opportunities for performance improvements.


Meeting Developer Demands with WebRTC and CloudRTC Platforms

Developers are quickly adopting WebRTC and cloud communications platforms as vendors bringing to market new offerings with a variety of tools and features. The primary focus of cloud communications platforms is to enable developers to integrate communication capabilities such as voice, messaging, and video chat into their applications using REST APIs and SDK’s. By providing access to communications services through the use of simple web based technologies, cloud communications platforms are abstracting away the complexity of telecommunications infrastructure and making communications much more flexible and extensible. These platforms provide a much larger and more creative population of developer’s access to interconnectivity technology, setting the foundation for an ecosystem that will redefine how we think about communications.


Do Containers Change Enterprise IT?

A highly distributed cloud-native application has built into it business continuity capability, as such applications are designed to be resilient within themselves. If one part dies, another piece takes over automatically. Where these components live is not much of an issue. However, the data created and used by the containers needs to be stored not in each container, but within some centralized and distributed database to ensure the data is available at all times to all components. The containers themselves become stateless, yet the application may be stateful within various layers of the application. For that, we need to store data somewhere outside the container.


How Data Center Providers Have Become Cloud Leaders

The cloud obviously lives in the data center. In today’s ever-changing IT environment, more emphasis is being placed on the data center. In fact, almost all new technologies being deployed today require a place to reside. This location is the data center. It’s no wonder that the modern data center is being referred to as the data center of everything. In using advanced data center technologies your organizations would literally have a secure slice of the cloud to manage and control. Although the workload is considered to be cloud-based, there is still a very real physical point to all of that information. In creating a data center platform ready for the cloud, administrators must take a few important details into consideration.



Quote for the day:

"Truly successful decision-making relies on a balance between deliberate and instinctive thinking." -- Malcolm

September 11, 2015

iPad Pro’s potential as a laptop replacement excites CIOs

Rohinee Mohindroo, CIO of Rakuten Marketing, says that the combination of the iPad Pro's size, smart keyboard and stylus make it an attractive package that could potentially replace laptops and desktops at the digital marketing company, many of whose 800 employees use iPads to show clients presentations. "What's exciting about the iPad Pro is the possibility of replacing desktops because of the usability factor," Mohindroo says. "The Pencil and the keyboard definitely make the usability a lot more appealing and I think we'll have a lot more people interested in moving to the iPad Pro."


People in CIO positions should stay off this list

A CIO also won't be trusted, Cameron explained in the report, if the IT department doesn't build systems that are "end-to-end" -- integrated into all the other applications a business uses on a daily basis. At Home Depot, Cameron told me, a checkout clerk can ring you up, of course, but he can also let you know about a sale the store is having that day or check on the availability of another item you might need. "All of a sudden it's not a point-of-sale transaction," he said. "I'm now invoking marketing systems, bundling systems, inventory systems, shipping."Integrating these systems and making the data available to that checkout person is how IT organizations help their companies compete for today's customers.


What to Do To Create a Continual Improvement Culture

In many organization CEOs are not aware of what is going on. This is a weakness that must be addressed systemically. Many of the better management methods proposed by W. Edwards Deming address this issue. CEOs are given a false picture when they focus on results instead of the management system. CEOs are given a false picture when they crate a climate of fear. CEOs are given a false picture in organizations focused on achieving bonuses instead of continual improvement. These weaknesses in CEOs effectiveness cascade down the organization with each level experiencing their own versions of these weaknesses. In order to create the right culture requires a management system that is built to support the organization in growing into such a culture.


What will the Internet of Things mean for project management?

If it’s connected to a computer, then it’s still part of that computer and not considered part of the IoT. That will change in the next 6 months, right? Be ready. Will smart watches ever become a viable part of project engagements? Probably. More IoT considerations. The IoT can include heart monitoring implants, animal chips, onboard car sensors, and various field operational devices used by workers in both the private and public sectors – including policemen, firemen, etc. So, could those include something like a handheld device that scans bar codes without a computer and transits data in real-time? Yes, most definitely. These things, while not prominent today, could be requested and included in tomorrow’s IT organization and project customer base.


Salaries by Roles in Data Science and Business Intelligence

Data Scientist is the hottest role. What's next? We present national average salaries, job title progression in career, job trends and skills for popular job titles in Data Science & Business Intelligence. Check out the salaries of related roles ... Methodology: For the popular job titles as queries, the Glassdoor API will return the jobs in USA that a person in that job would typically go on to take - based on a frequency percentage. We condensed this data by filtering the top titles first based on frequency, and then by highest increase in median pay.  Indeed.com searches millions of jobs listed across thousands of websites. The job trends graphs below show the percentage of jobs Indeed finds that contain the given job title as a search term.


How the Internet of Things will revolutionise medicine

Over the next five years the traditional 'doctor-patient' model will completely open up as self-monitoring devices do away with the need for routine check-ups and appointments, and IoT sensors in our homes and on our bodies increasingly allow us to look after ourselves. "The opportunities for connected devices to revolutionise healthcare are vast, and many go beyond individual doctor to patient relationships," says Nick Braund of the Technology & Innovation team at tech agency PHA Media. Its 'bionic doctor' project picked out gadgets including the Dario smart glucose meter, the Tricella Liif Pillbox, the Pancreum Genesiswearable pancreas and the Lechal vibrating navigational shoes for the blind as IoT products at the forefront of a new era of digital health.


Flap over Zappos holacracy puts spotlight on 'bossless' workplace

There are lots of names coming about: Holacracy is one. I call it wiki management. Steve Denning calls it radical management. It's known in the software development world as Agile management. They are all forms of peer-to-peer networks. Some of them have supervisors, and some of them don't. So, it isn't necessary that they eliminate supervisors, but it is necessary that the supervisors don't have the sovereign authority that they do in top-down hierarchies. In these organizations, everyone gets to evaluate everyone else in a way that affects compensation in some way, shape or form. So, there is what I call a wider band of accountability, which is what I think makes them so highly effective. In a top-down hierarchy, evaluations go one way: The boss evaluates the subordinate. The subordinate rarely gets to evaluate the boss in a way that affects their compensation.


Taking care of business: Why IT needs to change its ways

As a way of preventing the possible consequences of IT not being run like a business, industry leaders have recently formed a consortium to look at how to better run the business of IT. With billions of dollars invested in IT each year, consortium members realised their investments must be made prudently with tangible results in order to succeed. The result of their efforts is The Open Group IT4IT Forum, which released a Snapshot of its proposed Reference Architecture for running IT more like a business in November 2014. The Reference Architecture is meant to serve as an operating model for IT, providing the “missing link” that previous IT-function specific models have failed to address. The model allows IT to achieve the same level of business, discipline, predictability and efficiency as other business functions.


The real problem with artificial intelligence

AI is basically smart software that enables machines to mimic human behavior. For many people, it is already a part of daily life. Apple's Siri, Google Now, and Skype's Real-Time Translation tool are all examples of artificial intelligence.  Some AI systems incorporate many different components like computer vision, speech recognition, tactile feedback and touch systems. All of these sensory modalities give computers the ability to sense as well as, or even better than humans. The collected data can then be used to plan or take action.  ... But when people like Musk or Hawking warn about AI, they are cautioning against giving AI systems complete autonomy — which isn’t something that happens naturally, Dietterich said.


The Power of Search to Analyze Business Data

Despite promises that self-service BI would deliver on this desire, typical business users, such as marketers and sales managers, can still do little with the current crop of tools unless they go through costly and time-consuming training. As a result, very few organizations are realizing the full potential from their BI investments. The solution to providing every business user with full access to up-to-date information from every corner of the enterprise lies in search technology. While this idea has been floated in the past, recent advances, including increased computing performance and scale out architectures, have now made powerful search-driven analytics products feasible.



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"Leaders who won't own failures become failures." -- Orrin Woodward