Usability QA With Smart Home Devices

Smart Home devices are still a relatively new form of tech, but the market is now being flooded as the demand for Smart Home products is increasing at an exponential rate. While many such products are innovative and of high quality, many are lagging behind their competitors. While the actual "smart" device may be well designed and manufactured, the accompanying web or mobile apps are often severely lacking in several key areas. This negatively impacts the end-user experience and can be the deciding factor between a product's success or failure.

Smart Home devices range from light switches, thermostats, security systems and even fully functioning robots. Smart technology is being implemented pretty much everywhere in the home right now, and this trend shows no sign of slowing. While the diversity of Smart Home products varies quite considerably, a key factor in its overall success must be "usability". In a highly-competitive market place, any product that is not intuitive to use, the customer will simply switch to a competitor's product... fact!

Traditional usability testing will be isolated to a specific web app or mobile app. However, with smart home devices, usability testing must encompass the entire product, i.e. the device itself and its accompanying apps. For smart home devices that have been usability tested to a high level, this will result in the user having a positive experience while using the product.

A good QA company will evaluate a smart home device and its associated web or mobile apps along with any supporting documentation. From there, appropriate test approaches and methodologies can be defined and documented into a formal test plan. An optional suite of test cases will then often be designed. Many usability issues are often seen during the on boarding process. As this is the area that is used to typically set-up a new smart home device, it is of paramount importance that the user has a positive experience here.

By methodically working through not only the on-boarding, but all end-user workflows, user scenarios, supporting help/documentation etc. the testing can discover all usability issues which can be clearly documented for all product stakeholders to evaluate. The development team can then work with the usability defect reports to resolve the issues. Usability testing should ideally be performed before the product is launched, however as most smart home devices and their associated apps can be upgraded with new firmware/software updates, usability testing can also be highly effective after the product's initial launch.

Bring In Magento Expertise With IT Staff Augmentation

Many business organizations face various technical deficiencies while running their operations. Instead of struggling with such challenges, it is a good decision to meet those missing capabilities and skills by hiring some expert resources from any reliable and efficient service provider. Since with every passing second, a latest technology is developed, it becomes very difficult for the business owners to hire in-house professionals to manage the demands of the project. Staff augmentation is a popular solution that most companies are now using to effectively meet their specific requirements.

Magento is a popular ecommerce platform and companies are getting more and more creative and feature rich when it is all about delivering service and products to the customers. With new growth opportunities, maintaining experience staff workgroups, staying within the budget, reducing the risk exposure during economic slowdown, business owners often look for solutions that can help them to remain competitive in the market. Magneto website owners can gain more benefits through staff augmentation as this helps to find the right expertise for the job.

Why choose Magento staff augmentation?

Pay as needed: If you are not willing to hire Magento experts in-house, then hiring resources from a Magento development company can prove to be beneficial. Employing temporary staffs helps the company to escape the lengthy hiring process and the additional payroll expenses. Having staff augmentation allows to implement the "Pay as needed" model for some highly skilled personnel. The low cost will also help the companies to concentrate on growing their market share.

Immediate contributions to a project: Hiring Magento skilled resources often gives the company a great opportunity to include specific skill sets quickly and make positive contributions to the project without any waste of time. It offers an ability to adapt and also increase the nimbleness that aligns perfectly with the expense management process.

Implement new applications cost effectively: As new projects come up with business expansion, having the right people to do the job helps to increase the productivity. To survive in the marketplace, it is vital to roll out new applications using latest technologies without any extended delays or downtime.

Offers great flexibility: Reducing the organization's risk exposure to the economic fluctuations, is one of the biggest advantages of staff augmentation. It allows the company to adapt to the unforeseen variables and offers great flexibility that will help to save a good deal annually and also reduce their financial stress.

Offers temporary cover for crucial positions: With any employee having to take an emergency leave for several weeks, the organization must have some back up plans to perform the crucial project tasks. Since the company cannot afford to hire a full time employee for a short time period, hiring resources temporarily is the best thing that can be done, rather than a full time replacement.

Expedited development: All your skilled resources may be busy on various projects and suddenly you get the opportunity to work on another huge Magento project. You have excellent people, but all of them are tied up. It is here that you need extra hands and this is an excellent application of Magento staff augmentation. You have no lead time and want immediate coding and design experts. Hiring temporary skilled resources works well here.

Magento staff augmentation enables a large or small company to easily sustain its competitive advantage. Companies will continue to approach this due to the uncertain economic environment, to maintain flexibility and manage tight corporate margins.

Why Do You Need Blu-Ray Replication Services?

What is Blu-ray?

Blu-ray can truly be considered the next generation of the optical disc, which allows for great advancement not only in optical media capacity but quality as well. Truth be told, it's got the great potential to take HD video to greater heights. This replication is a process many people in Australia have been emphasizing on.

The disc has a capacity which is 5 times greater than a conventional DVD at 25GB. In fact, there are more than 200 companies dealing with consumer electronics, recording, computer games etc. that support this format.

Why should I opt for it other than DVD?

As mentioned above, Blu-ray is the next step in optical media - it offers not only a portable and commercially practicable but a durable media for both High-Definition (HD) video and rich media content, including video games. If you're a part of the entertainment industry and have a large quantity of (complex) content, using this format will be the smartest move you'll make.

Blu-ray replication is a technical manufacturing process considered for ROMs. This process seems only reasonable as a means for manufacturing many DVDs, say more than 2,000 units.

What can be the most feasible solution to your HD content delivery problems?

Blu-ray is the leading standard for HD (High-Definition) delivery as well as publishing that allows you to offer your video, audio as well as images that will look as clear and stunning as they did in the studio back then.

In fact, it's been in tough competition with HD-DVD. The former offers full HD at 1920*1080p. Not only that, it also offers frame rates of 24 or 29.97 frames per second (of course depending on your actual content). Sometimes referred to as BD, it can store a lot more than HD-DVD.

Looking for a reputable Blu-ray replication company?

If conducting an online search, you'd find several leading companies offering premium replication services to customers like you at affordable prices. These companies create retail ready Blu-ray discs with their packaging. They work with other firms that are extensively into selling retail grade products.

All of the projects handled by a professional Blu-ray replication company are replicated from the customer's master content. The turnaround time is approximately 10-12 working days.

Replicated discs have the same level of quality as the originals. Moreover, they can be pressed time and again provide a way for the regular flow of materials. If you're wanting to have HD video on your disc, look no further than Blu-ray - truly the best option there is. And hiring a professional company will provide you economical services you're looking for. Need we say more?

Wrapping up...

Many private businesses and individuals are largely relying on such a unique process. It enables them to produce media in bulk. And this process employs up-to-date technology.

Siddharth S Sehrawat is an expert writer and has great knowledge of replication and duplication services as well.

Oracle Chain is Planning Demantra Demand Management

To respond to uncertain and variable demand you need to ensure that all demand signals are captured at the right level of detail, leverage that demand and its underlying correlations and factors that influence the demand patterns, make sure that all key stakeholders are involved and accountable on a continuous basis, and make that forecast actionable and drive all downstream planning processes. Oracle Demantra Demand Management enables you to arrive at a single, precise consensus forecast.

A consensus plan built from a more accurate forecast aligns all your organizations and users, enabling you to be more demand-driven. Built-in analytics and adaptable business process automation capabilities enable a wide range of day-to-day decision making with real-time demand intelligence.

Oracle Demantra Demand Management enables you to sense demand from multiple data sources including point of sales and syndicated data, and analyze demand data at various levels to understand the detailed behavior of demand. Such detailed understanding of origin and relative contribution of various demands both improves your ability to predict the detailed behavior of you demand and enables demand shaping activities - programs and events designed to stimulate sales and grow market share for individual products or groups of products.

Improve forecast accuracy via advanced analytics and improved consensus

Better real time demand insight is only useful if you can translate it into a more accurate forecast. Oracle Demantra Demand Management and its patented Bayesian analytical forecast engine generates the most accurate forecasts possible. Automated algorithms automatically combine nine industry-standard and proprietary forecasting models, mixed in an infinite number of combinations to handle a wide range of product life cycles and demand patterns including intermittent demand. This produces a forecast that accommodates seasonality, promotions, trends, and other causal factors simultaneously. Causal correlations and other analytic parameters are automatically maintained at appropriate hierarchical levels where statistically relevant and adequate data points are available. Self-learning and self-adapting algorithms combine the different models to maximize predictive accuracy (rather than historic fit) and to respond to changing market conditions. Oracle Demantra Demand Management hides statistical complexity from demand planners ("PhD in a box") and managers, yet can be extensively modeled by statisticians as required for your business.

Oracle Demantra Demand Management provides a robust workflow driven collaboration paradigm across all constituents. Each participant gets the information tailored to their needs to be able to make key decisions. The system keeps an audit trail of all changes, notes that capture key decisions and assumptions, and generates exceptions to ensure responsiveness.

Integrated with Oracle Demand Signal Repository to leverage POS data

Demantra Demand Management can receive point of sale data directly from Oracle Demand Signal Repository, enabling a real-time demand sensing paradigm that captures demand signals closer to the point of consumption.

Collaborate with your key customers - Collaborative forecasting

Demantra Demand Management enables easy and effective collaboration with your customers enabling you to improve your prediction of demand. Customers can be provided secure access to only their data for more efficient collaboration. When deployed with Oracle Collaborative Planning you can enable a collaborative forecasting process when publishing sales forecast data to key suppliers and contract manufacturers.

Distracted Driving Solutions to Prevent The Road Accidents

According to World Health Organization, in each and every year more than 1.25 million people die in the road accidents or traffic crashes, and many are injured. As we know, sudden loss of a person or a body part is very terrible to manage their whole life. Mostly teens are injured and died in the road accidents because lack of awareness about driving skills and distracted driving solutions.

Distracted driving means the act of driving while engaged in other activities, which takes drivers attention and that causes an accident. To avoid those accidents, distracted driving solutions are introduced, which are helpful to avoid and prevent the vehicle crashes.

Some of the well-known companies provide solutions for distracted driving with DriveScreen technology that can be managed by the Android mobile devices. It offers great control over your surroundings and allows you to use any application, such as block, launch, hide and etc.

The DriveScreen technology ensures a safe and secure driving at anywhere for any vehicle. This technology is very beneficial due to its excellent features. The benefits include:

• Allows applications to be seen but disables user input.
• Install any app and fill the screen with all kinds of navigation applications, it's very useful for easy navigation.
• When the vehicle goes in motion the screen can be configured to be hidden by any graphic that you choose. The default is a blank screen.
• Motion detection can be provided by the GPS.
• Works with Windows as well as Android.
• Can work with Android devices, also work with Windows 7, 8.1, and 10.
• Requires only a configuration file to install.
• Processes cannot be stopped by limited users.

This technology works based on GPS signals, it is specially designed to work along with external and internal GPS receivers. If GPS signals are unavailable, it can also work with the help of Motion Sensing devices in the indoor environment.

Best Solutions to Prevent Distracted Driving

• Completely avoid the texting and using mobile devices while driving.
• Keep your eyes on the road and be conscious, when you're driving.
• Wear helmet or seat belt without fail to protect yourself from injury.
• If you are drowsy or drunk, don't drive yourself.
• Check for the safety and make an adjustment before start driving.
• Install drive mode apps in your vehicle for easy navigation and to know about the surroundings.
• Secure children and pets before you get underway.
• Avoid eating meals or breakfast while driving on the road.
• Follow the speed limits and traffic rules.

Meet the experts at IPC, which introduced the DriveScreen technology for vehicles to prevent distracted driving accidents.

The Evolution of Computer Memory - From Semiconductors to Proteins

Semiconductor Memory

Conventional computer memory is known as "semiconductor memory" and was invented in 1968. It's based on technology known as the "semiconductor" which was invented in 1947. Many semiconductors grouped together is called an "integrated circuit", more commonly known as a "computer chip". Examples of semiconductor memory include ROM, RAM and flash memory. A big advantage of computer RAM (main memory) is price; ram is inexpensive. The main disadvantage of RAM is volatility; when you turn your computer off, the contents of RAM are lost.

Molecular Memory

Molecular memory is the name of a technology that uses organic molecules to store binary data. The Holy Grail of this technology would be to use one molecule to store one bit. For the near future, it would be more realistic to expect to have systems that use large groups of molecules to represent a single bit. Different types of molecules have been researched, including protein molecules. A more precise name of a molecular memory system that uses protein molecules is Protein Memory. Other types of molecular memory would have more precise names derived from the types of molecules on which the technologies are based.

Protein Memory

In the mid-1990s, the development of a protein-based memory system was the project of Robert Birge - chemistry professor and director of the W.M. Keck Center for Molecular Electronics. He was assisted by Jeff Stuart, a biochemist and one of Birge's graduate students. The protein molecule in question is called bacteriorhodospin. Purple in color, it exists in the microorganism halobacterium halobium which thrives in salt marshes where temperatures can reach 140F.

The protein undergoes a molecular change when subjected to light making it ideal for representing data. Each molecular change is part of a series of many different states known as the photocycle. There are three main states: the bR state, the O state and the Q state. The O state represents binary 0 and the Q state represents binary 1 while the bR or rest state is neutral. To survive the harsh conditions of a salt marsh, the protein must be incredibly stable, a critical factor if it is to be used for representing data.

While in the bR state, the protein is placed in a transparent vessel called a cuvette, measuring 1 x 1 x 2 inches. The cuvette is then filled with a gel. The protein is fixed in place by the solidification of the gel. 2 arrays of lasers - one red and one green - are used to read and write data while a blue laser is used for erasing.

Reading, Writing and Storage Capacity

We will start in the bR state of the photocycle. A group of molecules is targeted and hit by the green laser array, also known as the Paging lasers. These molecules are now in the O state which represents binary 0. The O state allows for 2 possible actions:

• Reading - done with the red laser array set at low intensity

• Writing a binary 1 - done with the red laser array set at high intensity which moves the molecules to the Q state

The Q state allows for 2 possible actions:

• Reading - done with the red laser array set at low intensity

• Erasing - done with the blue laser which moves the molecules back to the bR state

A bacteriorhodospin storage system is slow. Although molecules change states in microseconds (millionths of a second), it's slow when compared to semiconductor memory which has an access time measured in nanoseconds. Unfortunately, the time required to actually perform a read or write is even greater, on the order of ten milliseconds (thousandths of a second). The data transfer rate on this type of storage device is also very slow - 10 MBps (MB per second). In theory, the 1 x 1 x 2 inch cuvette could hold 1 TB of data or roughly one trillion bytes. In reality, Birge managed to store 800 MB and was hoping to achieve a capacity of 1.3 GB (billion bytes). The technology proved itself to the point that NASA was exploring methods of improving the technology during space shuttle missions, which in fact resulted in higher storage densities.

Conclusion

Birge's quest to build a protein-based memory system for a desktop computer was unsuccessful. Although Birge's vision failed, the development of some form of molecular memory (possibly protein memory) for desktop computers, seems possible. Scientists have also continued to work on developing other ideas involving protein memory. One idea from 2006 was to apply a layer of bR proteins to the surface of DVDs to increase storage capacity, theoretically up to 50 TB (over 50 trillion bytes). A dual layer blu-ray disc has a capacity of 50 GB (over 50 billion bytes).

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5 Mistakes to Avoid While Installing Network Cables

If you have shifted to a new home or soon shifting your workplace to a new building, you are probably already thinking of installing network cables as one of the first tasks. But wait, till you read further. Whoever said that "learn from the mistakes of others", must have been a genius." So, let's just utilize the suggestion practically and have a look at the most common mistakes made while installing network cables, to avoid doing it ourselves.

Using Separate Cables for Voice & Data

If you ask any relevant person about their biggest mistake while network cabling their home or workplace, you will get to hear it as one of the most common answers. Earlier, twisted cabling was comparatively expensive so people opted different cabling for both. But now the cabling itself isn't that much of an expense.

In fact, latest phone systems require data-level cabling so you don't have a choice but to get suitable cabling that supports both. Not thinking about the possibility of you installing any of those phone systems in future describes another major mistake.

Compromising with the Quality/Version

A network connection isn't temporary. With the ongoing advancements, it would be a grave mistake to still choose the cheapest and most basic cables available. Although it isn't mandatory to go with totally high-end cables, it would be a smart option to go for quality Ethernet cables capable of facilitating a robust connection.

That being said, you might not need a 10gbps speed right now, but let's just say 100Mbps should also not be what you settle with.

Cabling Parallel to Electric Cables

Setting up your networking cables parallel to electric cables can disturb the magnetic field of the cables and cause major disruptions. You can also end up losing transmission at times or very slow communication between the wires taking place.

So deciding your cable path, therefore, is very important rather than just going randomly about it.

Cutting Cables Too Short/Long

You certainly don't want your cables stretching hard to reach out to their destination connectors. So, the best way to go about it is to measure the exact distance of your connections and take just about a few inches more for ease. Don't cut them too short.

If short cables are a problem, too long ones are a bigger problem. Every cable has its capacity and if you choose lengths longer than their competence, you might suffer with slower and frequently disruptive connections. So, consider distance limitations of your cables seriously.

Not Testing Cables Simultaneously

Do you want to end up scratching your heads when your network cabling is done but you end up realizing that there had been a few faulty cables that refuse to aid the connection? We know the answer. So, the best way to avoid this is to go about checking every single cable while establishing the connection.

It might sound to be a time-consuming task given you are paying a hefty amount for labor but trust us it's better than paying them(much more) later for fixing a brand new connection.

Other than that, don't go about a haphazard connection. Plan in advance and go for cable organization as it comes really handy in long run and can save a lot on labor costs for maintenance. Additionally, you should also take care of the codes and ordinances of your region.

Looking from utility point of view, network cabling these days is as much an important job as electric wiring. So, it is important to get good cables, equipments, and proficient labor to avoid regretting later. To ensure everything goes smoothly, it's a good idea to hire professionals for the job rather than planning it out yourself.

Jennifer Truong is the owner of SF Cable, a california based online retailer of all kind of cables, wires and cords, Ethernet Cable. Jennifer has extensive experience in the cable industry and blogs about its various aspects.

Smart Cities: Harnessing the Power of Technology in Local Government

The global economy is in constant turmoil, governments are challenged to provide levels of service that typically only private businesses can provide and disruptive technologies are transforming industry at a rapid pace. In this bold new era where change is unavoidable it is the innovative who are positioned to surely thrive.

In 2008, the global economy fell into recession; it was the most significant downturn since the Great Depression. Recovery has been a long and exasperating struggle; at times feeling like we are clinging to the edge of a cliff, desperately trying to hold on and weather-the-storm.

Some economists even predict we are on the verge of another global recession. Foreign and domestic factors are both significant contributors to the swelling pessimism; there is the unpredictability of Trump's Tweets, the looming collapse of the Euro, the astonishingly low cost of crude oil, student loan debts suffocating young adults who are unable to contribute to economic growth and let's not forget about the dreaded silver tsunami.

It's fair to say the economic outlook for the United States and Canada is unsettling. As a result of financial uncertainty many government agencies across North America are seeing their budgets tightened, while expectations from constituents continue to rise. The public opinion towards government processes, civic services and budgetary spending has become progressively more volatile in recent years.

So, how does one do more with less? Well, when you consider that we live in a world where virtual reality, 3D printing, quadcopters, pocket-sized spectrometers, and self-driving cars are no longer simply things of science fiction, the answer may be staring us directly in the face.

There are a plethora of software solutions that assist with a wide range of government functions. The technologies available today disrupt the old ways of doing things; these are solutions that automate and streamline processes, compile and share information departmentally, increase citizen engagement and enable open governments.

Numerous communities across North America are seemingly transforming into smart cities overnight; governments are adopting innovative technologies as a means to become more efficient and generate new revenue. Even more uplifting is that these advancements in technology no longer simply cater to federal and state agencies, local governments are now consuming what has become repeatable and affordable technology solutions.

Optimism should not be confused with naivety. The challenges being confronted by governments are most certainly daunting and implementing change successfully warrants its own discussion, but regardless of these hurdles the solutions being developed out of necessity are truly inventive and inspiring. More and more government agencies seem eager to evolve, refusing to fear disruptive technology and instead utilizing it as an opportunity to prosper. Navigating through the complexities of this digital age is certainly no easy task, but in a world ripe for change to the innovative go the spoils.

Derek, an employee of the E-Government Consulting Firm zedIT Solutions, works in collaboration with colleagues and partners to weave through complexities of technology and help transform public sector clients into digitally enabled government agencies.

It's Show Time for Amazon Echo

Have you heard an Echo lately?

Amazon continues to expand its lineup of Echo products. The company that introduced us to Alexa now has more devices to listen to music, get news and information, and control your smart home all by simply using your voice.

First came the cylinder like Echo. It was followed up by the hockey puck-like Echo Dot. Then Amazon added video into the mix with the Echo Show. Now comes the smaller Echo Spot and the Echo Plus.

For many looking for a virtual home assistant, the question becomes should you buy an Echo and if so which one?

Those who like to watch, as well as listen, should take a front-row type look at the Echo Show.

The Show enables you to watch video flash briefings, Amazon Video and YouTube content, and make video calls to family and friends. All on a 7 inch touch screen.

You can see music lyrics, weather forecasts and your security cameras. Even create your own to-do and shopping lists.

Navigation is easy by swiping left or right. The screen also recommends some commands for Alexa if you don't know what to ask.

The 1024 x 600 screen is nearly identical to the one on the Amazon Fire 7 tablet. The text is legible but not as crisp as your smartphone or television.

The touch screen enables you to adjust settings and brightness levels. You can change a lot of things without using the Alexa app or mobile device.

In addition to the 7 inch screen the Show includes a 5 megapixel camera.

The device has an angular design. Some find it a bit clunky and liken it to a triangle with two shaved points when you look at it from the side. Overall it measures 7 x 7.4 x 4 inches and has a square foot panel facing at an angle that is slightly upward.

Eight microphones with noise cancellation are included. Amazon says you can issue commands from any direction, even while music is playing.

Like all of the Echo line you can stream music, turn on lights, set thermostats and control other compatible smart home devices.

It is easy to use. Once you plug it in it will show you available Wi-Fi networks. Pick a network and log into your Amazon account and you are ready to go.

Speakers include two, 2 inch speaker drivers for stereo audio powered by Dolby.

The Bluetooth capabilities are what many are finding as the real selling point of this device. Functioning as a Bluetooth speaker, as well as a sound source, you can pair the Show with your smartphone or tablet and play music through its speaker. You can use it with a separate Bluetooth speaker or headphones and stream audio directly out of the device itself.

Shopping is easier with the Show than with the voice only devices. Alexa adds items directly into your Amazon shopping cart and even places instant orders. The touch screen allows you to swipe through products if you cannot identify the actual product you want. However you won't be able to check your cart with the Show. You will need a computer to view or edit your cart and/or place your entire order.

Amazon continues to add more "skills" to the Alexa ecosystem such as Uber and CNN, and newer apps with more video capabilities are on the way.

Yet the Echo Show does have its limitations. While the addition of video certainly enhances the Alexa experience, sound quality may not be up to par on all music. The quality of voice and video calls are not up to the standards of Google Hangouts and Skype. Applications are limited by the Alexa-specific system.

Still the device is ideally suited for those wishing to join the ranks of Echo users or for those current fans who wish to take the Alexa experience to the next level. And now, at newly reduced prices, the Echo Show may just be the way to go.

George Rosenthal is a founder and partner with ThrottleNet Inc. ThrottleNet offers an array of technology services and products to help business owners achieve their corporate goals and accelerate business growth. These include cloud computing, custom software and mobile application development, and outsourced Managed Network Services which helps companies improve their technology uptime and IT capabilities while, at the same time, reduces costs.

What Are the Reasons Behind the Growth in AI Revenue?

Revolution in AI Techniques:

Over the past many years, Artificial Intelligence revolution has provided the quality response for the different range of technologies. I am going to explain main reasons for the growth in its revenue. Functions of speech recognition, face detection, fingerprint recognition and much more are operating quite accurate because of Deep learning techniques. Deep Learning technique is based on the Artificial Neural Networks. Achievement in this field can be judged by its different products like a novel technique for Image Recognition, Object Detection and Prediction System for the stock market. Advances in image recognition have extended the limitations of medical treatment. Moreover, it is helping in reading X-rays, and predicting disease through improved services. Also, it is inspired by the natural intelligence of humans but now AI revolution has changed everything. It could lead to layoff, as it is overtaking human in many fields. The above graph shows the upcoming revenue for the next coming years. This will lead to highly profitable gain for the industry.

The following implementations are somehow causing the sudden growth in AI companies:

1) Implementation of Machine Learning: Object detection means analyzing the content of photos such as individual objects, faces, logos and text on them using a computer-aided cognition model. With the help of object detection, one can minimize the risk of any incident by detecting the presence of another object. Using latest technologies it can be performed in the live work environment. Within a single image, there are a lot of objects inside it, a good model can easily identify each object by extracting key visual features from an image. Different application area of object detection is Facial Biometrics, Motion Detector, Object Recognition and Text Recognition.

Any image recognition algorithm would take an image or its patch as input, an output will be the object in the image. In other words, the output will be a class label. How does an image recognition algorithm know the contents of an image? Well, you have to train the algorithm to learn the differences between different classes. If you want to find cats in images, you need to train an image recognition algorithm with thousands of images of cats and thousands of images of backgrounds that do not contain cats. Needless to say, this algorithm can only understand objects/classes it has learned.

2) Changed Technology: Today we have shifted our technology from analog to digital data communication and storage, which makes the change a convinient approach. Nowadays, robotics has made many advantages in the robots designing. They are able to take physical interaction of human being as a useful information. They can react to any physical interaction to perform the output task. This technology has made the change in robotics which has become an advantageous component in the era of Artificial Intelligence.

3) Meet Consumer's Expectations: From time to time, customer's need and expectation grow. Though industries are there to deal with digital data, this data is in huge amount and sometimes poor technologies may fail to handle and accomplish the goals with this data. Here comes an AI into play. High complex big data can be easily managed and handled with the aid of Artificial Intelligence. After dealing with huge data it produces better customer experience. It has brought customer's expectations into reality which leads to great demand in industries. Facebook, Pinterest, Netflix and Google are some of the real time and effective examples to demonstrate the above fact.

4) Decision Making: By applying machine learning algorithms the power of machines has increased. These algorithms made machines able to make decisions by itself. AI has changed the scenario of decision making for business. Deep Learning has been widely used for decision making when the dataset is huge. As a demonstration Amazon has done the partnership with Microsoft to uplift projects based on Deep Learning. This reflects how effective Deep Learning is in Decision Making and handling high computation task. In today's scenario TensorFlow, Keras has become an integral part from the business point of view. Fast and powerful processing using algorithm based tasks are applied in business for better customer satisfaction.

With all these benefits and advantages of this technology, it has proved itself a trending way for overcoming traditional issues of data handling and analytics. Thus, the growth of AI is making a path. From the study, it can be stated that market value of AI is growing due to advanced technology like Prediction System, Recommendation System etc. Up to 2021, the revenue will reach approximately $10000 Million which will be a rapid growth for the industry. AI could boost average profitability rates by 38% and lead to an economic increase of US $14 TN by 2035 with its innovative ideas. Google is exploring all aspects of machine learning with classical algorithms. It has overcome different challenges of research and technical tasks which leads to its greater demand and revenue as well.

Due to applications like Recommendation System and Prediction System demand for AI is increasing day by day. Enterprises are moving further for such services to improve their profit. Research work is still continued in this area to get the peak of benefits from it.

Virtualization for Fast-Growing IT Requirements

The actual need for virtualization basically requires the prior understanding of three things: Why Virtualize? What is Virtualization? And When to Virtualize?

The virtualization technology evolution dates back to the times of main frame computers, where the operators had to utilise huge power resource to run processes. Operating Virtualization addressed this issue by allowing the hardware resource to run multiple operation system images using a single software tool, thus managing the power utilisation in running processes.

Server virtualization is the key aspect of virtualization technology, where the main server is virtualised to create a guest system that exactly works as a main system. A software layer called hypervisor makes this happen by emulating underlying hardware. Here the guest operating system uses the software emulation of the underlying hardware, i.e., virtualized hardware and not the true hardware.

The performance of the virtual system is not exactly the same as that of the true system. Even then the virtualization holds significance as the most applications and guest systems may not demand for full utilization of the underlying hardware.

Thus, the dependence on hardware is alleviated, allowing greater flexibility and isolation of the processes from the main system, whenever needed. Here is where the companies working on multiple applications on multiple platforms can have an advantage of minimization of extra resource utilization.

Virtualization, which was initially confined to server systems, has evolved over the years to suit for networks, desktops, data and applications, among others.

Wings of Virtualization:

Virtualization has spread its wings across six key areas of significance in the IT industry:

Network Virtualization: This reduced the complexity across networks by grouping the available resources in a network, connecting them with independent channels formed as a result of the splitting of available bandwidths. These channels can be linked to devices later, depending on the requirement.
Storage Virtualization: Here, various storage devices are grouped into a single large virtualized storage unit, which is controlled from a central console.
Server Virtualization: This involves the masking of servers so as to limit the server users from accessing server's complex information, such as physical address, among others, while also ensuring the resource sharing. The software that is used to virtualize the underlying hardware is 'hypervisor'
Data Virtualization: Here the broader data access is provided to meet the business requirements, while abstracting the very important basic information like storage location, performance, and format.
Desktop Virtualization: Here the main intention is to share the workstation. Instead of server, the workstation load is shared via virtualization, in the name of remote desktop access. As the workstation works in data centre server environment, security and portability are also ensured.
Application Virtualization: Here the application is abstracted from the operating system, and encapsulated. The encapsulated form of the application is used across platforms without having need fo depend on the operating system every time during implementation.
Overall, fast-growing IT and end-user requirements driven by rise in demand for automation gives a needed boost to the global IT virtualization market.

Advantages of Master Clock Systems

A master clock is a hardware device that obtains accurate time from a hardware reference and synchronizes slave clocks and time displays. The slave clocks rely on the master clock to display the correct time.

Once set, traditional, unsynchronized clocks drift away from the correct time at differing rates. After a relatively short amount of time, they can all display very different times. Correcting individual clocks can be a very time-consuming process which needs to be carried out at regular intervals.

GPS Master Clocks

Master clocks can use hardware time references, such as the GPS system to obtain very precise time. GPS is accurate to one-second in three hundred million years. Therefore, all time displays and slave clocks can refer to a highly accurate, legally traceable source of time. GPS systems require an antenna that is typically located with a clear view of the sky. Alternatively, where antenna installation is difficult, public internet Network Time Protocol (NTP) servers can be used.

Everyone Works To The Same Time

Many organizations can benefit from synchronized clocks. Staff all work to the same time, therefore meetings can start promptly, classes in schools start and finish as scheduled and shifts start and end consistently. Hospitals, manufacturing and pharmaceutical industries can accurately log events.

Low Maintenance

Once installed and correctly configured, slave clocks are virtually maintenance free in contrast to high-maintenance stand-alone clocks.

Automatic Adjustment

In many countries, clocks need to be adjusted twice a year to correct for daylight saving time. If a large number of clocks need correcting, it can be very time-consuming. Often clocks are located at height or in inaccessible positions that makes the task even more time-consuming. Additionally, adjustment often takes place well after the event, clocks will therefore be incorrect for an extended period.

Master clocks adjust for daylight saving time automatically, requiring no manual user intervention. Additionally, all clocks adjust at the correct moment so that a continuously accurate time is displayed.

An added advantage is that slave clocks can often be configured to display time in different time-zones, ideal for trading floors and meeting rooms.

Automatic Recovery

Power outages or failures can cause unsynchronized clocks to become inaccurate. Each clock must then be corrected individually. Master clock systems automatically obtain accurate time from hardware references such as GPS. Within minutes of the power being restored, slave clocks will be back up and running. Often no operator intervention is required.