Showing posts with label technology. Show all posts
Showing posts with label technology. Show all posts

Sunday 19 June 2022

VoxLens

VoxLens

In recent times, interactive visualizations have changed the way of our lifestyle. For instance, we can know the number of coronavirus infections in every state. But sometimes, people using screen readers can't access graphics.

Besides, people who use software programs even can not access them. The software program scans the contents of a PC display. Thus, the program makes it available through a synthesized voice.

There are plenty of Americans who use screen readers. You can find them used for different purposes. For instance, they use it to complete or partial blindness. Besides, they use it to learn about disabilities or motion sensitivity. 

VoxLens:

VoxLens is a JavaScript plugin that has one additional line of code. It enables you to interact with visualizations. Do you use the plugin? If yes, you can gain a high-level summary of the information described in a graph.

Besides, you can hear a graph translated into sound. In addition, you can use voice-activated commands if required. It enables you to ask particular questions regarding data.

You can find data visualizations available on the Web. Experts and non-experts can use it to explore and analyze simple and complex data. In addition, they help people to extract details effectively.

They use the human mind to detect and interpret visual patterns in this case. But the visual nature of data visualizations may disenfranchise screen-reader users, and these users might not see or recognize visual patterns. Screen-reader users use a screen reader to read the contents of a PC display.

VoxLens is an open-source JavaScript plugin that can offer screen-reader users a multi-modal solution. We have given three modes. You can use this solution with three interactive modes.

(1) Question-and-Answer mode: In this case, the mode allows you to interact with the visualizations yourself.

(2) Summary mode: Hence, the plugin describes the summary of details contained in the visualization.

(3) Sonification mode: It helps to map the data in the visualization to a musical scale. Thus, you can interpret the data trend if you're a listener.

The sonification feature of this plugin is open-source. In addition, it supports other libraries and allows you to customize them. Moreover, it decreases the burden on visualization creators.

You can apply accessibility features to the data visualizations. Furthermore, it lets you insert a single line of JavaScript code during visualization creation.

Even screen-reader users can explore information using the plugin as they want. In these cases, they don't have to depend on visualization creators. Besides, they also do not need to process data in their minds.

In recent times, the plugin is suitable for visualizations that need JavaScript libraries. D3, chart.js, or Google Sheets are a few examples of it. The team wants to expand other famous visualization platforms. According to the researchers, people may find the voice-recognition system frustrating to use.

Screen-reader users usually can't access the data visualizations. However, the data visualization comes with a few normal accessibility functions like alternative text or a data table. In addition, they need to remember and process more details mentally. Seeking the maximum or minimum value in a chart is one example.

What did Katharina Reinecke say?

He was the co-senior author and UW associate professor in the Allen School. According to him, it is a very big agenda for them. He also added that they thought of people first while creating technology. It is for those who come with similar abilities as we do and who are like us. D3 helps to understand the information in an improved way. It is essential for us to start thinking more about technology like how to make, etc.

Major contribution:

These are a few of the major contributions:

  The plugin helps to improve online data visualizations' accessibility. It means that screen-reader users can access online data visualization.

  Using the javascript plugin, you can explore these both holistically and in a drilled-down manner. If you want, find design and architecture, functionality, commands, and operations.

  In addition, the plugin boosted the accuracy of extracting details by 122%. Moreover, it reduced interaction time by 36% compared to not using VoxLens.

What is Voxlens?

VoxLens is an open-source JavaScript plugin that needs only a single line of code. Besides, it also uses voice-activated commands for screen-reader users.

Design:

We present the design and implementation of the Javascript plugin. Thus, it helps to improve the accessibility of online data visualizations.

You can find it made with the help of a user-centered iterative design process.

Holistic exploration comes with overall trend, extremum, labels, and ranges for each axis. On the flip side, drilled-down interaction offers to examine individual data points. It combines "vox" ("voice" in Latin) and "lens."

In addition, the plugin lets you explore, examine, and extract information from online data visualizations. But recently, it has been compatible with two-dimensional single-series data.

Limitations & Future Work:

      The plugin is now limited to two-dimensional data visualizations with a single data series.

      Future work uses n-dimensional data visualizations to study the experiences of screen-reader users. In addition, it can extend the functionality based on the findings.

      Moreover, the javascript plugin is only fully functional on Google Chrome. The reason is that the browser doesn't allow it to use the Web Speech API's speech recognition feature.

      We hope to use alternatives in the future of the Web Speech API. As a result, it can provide cross-browser support for speech recognition.

Conclusion:

If you are willing to assess the performance of VoxLens, look at the task-based experiments that we conduct. Besides, you should see the interviews with screen-reader users. According to the results, we also have proof that screen-reader users considered it a "game-changer." Thus, it can offer new ways to interact with online data visualizations. As a result, you can save both time and effort.

If you want, take the help of open-sourcing code for it and sonication solution. The reason is that they can improve the accessibility of online data visualizations continuously. They also help to research by guiding in the future to make data visualizations accessible.

Wednesday 8 December 2021

How to Make an Operating System from Scratch?

How to Make an Operating System from Scratch

Do you want to make your OS from scratch? It is not mandatory to have knowledge of coding for all. You can create an operating system even though you don't know C or C++ coding. The operating system has the responsibility for adjusting the PC hardware. When you write an OS from scratch, you have to have a strong command of computer science. It should be of a programming language such as C or C++. 

Guide to Build an Operating System From Scratch

Learning the Basics:

  • There should have a little common knowledge of computer science. So, in this case, you can learn introductory Computer Science courses. You should know that to make an operating system. Besides, it needs a strong understanding of algorithms, data structures, computer hardware, and resource management. In this case, many people have degrees, but you do not have to do so. Learn s course for free to know the process of writing this.
  • If possible, try to learn Python, which is a high-level programming language. However, after getting a solid foundational understanding of computer science, you need to learn C and/or C++. You have to master any specific language when you know about computer science. Otherwise, it is impossible to code an operating system without writing solid applications. Beginners are requested to complete their course to C from any site. After completing the course, take the next one available in the list of courses: C Programming: Language Foundations. You should learn Modular Programming and Memory Management and Pointers and Memory Management.
  • If you want, you may try to know about an assembly language. These low-level languages come with a design for communicating with various processors. But different processors use different assemblies like x86 assembly Language for Intel, AMD, VIA, and others. That's why it is essential to know about the version of the processor you are coding. You can get knowledge from the Art of Assembly Language if you want. The book can be got both online and offline. If necessary, then research on the web. You can find the manuals for processor architecture with the help of a Google search ("Intel Manuals," "ARM manuals," etc.).
  • By going through our tutorial, you can understand how to create the operating system. You can take the help of Bare Bones, using which you can write your first simple 32-bit kernel. When this process is finished, you must use Meaty Skeleton to build the structure of the operating system. If you think, take the help of Linux from Scratch. Using the online book, you can make your Linux operating system. You should know that the operating systems which are from 0 to 1 are free books.
  • You need to decide first the purpose for which you want to make the OS. It is essential to know the design that you prefer. Sometimes, you may want to make your PC offer only a specific look. It would be best to consider multiple things before the beginning of the code. The first thing you need to consider is creating the OS with a team of other programmers. If you have a team of developers, you can make the OS quickly. You are merely required to include the project's target, plan, and questions in your public repository.

Building Your Operating System:

  • In this part, your first task should be to select a development environment. It is the place where you have to code the new OS. Usually, people like to use Windows or a flavor of UNIX. However, you can use anything according to your preferences. If necessary, then try to install a UNIX environment. Cygwin or MinGW is an example of this. Ensure that the environment you use comes with a GCC (the Gnu compiler). People who use windows need to install this in Cygwin or MinGW.

Whether you are willing to manipulate object files, you can use Binutils, a collection of tools. If you use Windows, then install this in Cygwin.

However, people use Vim and emacs in UNIX environments. If you are using Windows, you can use Notepad also. If you prefer, then check the Notepad++ out. People can use Perl and/or Python for string manipulation.

  • In this case, you should set a version control system. When you are going to make an OS, you have to write plenty of lines of code.
  • Sometimes, you might not be capable of creating the operating system yourself. Hence, you are required to take the help of a bootloader like Grand Unified Bootloader (GRUB). However, if you have the skill, try to code for a bootloader.
  • You have to select a kernel design that is the core of OS. It is the one that offers an interface between the hardware of the PC and you. Two different types of kernels are available— monolithic kernels and microkernels. In the Monolithic kernel, you can see all the services, whereas, in microkernels, you can see a small kernel with user daemons implementing services. Usually, monolithic ones work quickly, whereas microkernels come with improved fault isolation and reliability.
  • Try to learn small things first, like how to show text, etc. Then, you should move on to the big stuff like memory management and multitasking. If you are willing, try to create a simple 16-bit Operating System rather than taking a big leap. It may not be done entirely if you want a complete system. You should try to build operating systems that are bootable. After that, you can go to the stuff.
  • Use a virtual machine in this case for testing the new operating system. As a result, you are not required to reboot the PC every time, or you don't need to share files from your development computer to the test machine. Take the help of VMWare that is suitable for both Windows and Linux. Take a look at the potential deadlocks and other bugs.
  • Now, your task is to release the option "release candidate." Just upload the code you have tested to the public repository. Users can test the code at any time and report this back if they find any issue on their devices.
  • Finally, your job is to connect with the other OS developers. You can find an entire community of OS developers on the web.

Monday 13 September 2021

Some Great Ideas to Have Fun on Your Computer

1

With the ongoing pandemic, more and more people are looking for ways to kill some time on their computers. Thanks to the internet and hours of available entertainment, it becomes quite difficult to choose what you can actually do while on a computer.

Let's take a look at some of the best and fun ways to enjoy those few hours you have in your day. And remember that you do not have to limit yourself to just one of these ideas. Try as many as you like.

Listen to Some Music

Music has the power to harness our souls. There is a tune for happiness, sadness, and every little jittery emotion that a human being has ever experienced. Online tools like YouTube have served the masses for a long, long time, but there is no need to rely on a video platform for your music needs.

According to https://setapp.com/how-to/best-alternatives-to-youtube, some of the best YouTube alternatives include the likes of Vimeo and Dailymotion as far as video content goes.

For music, you have Vevo and Spotify, with the latter being particularly great thanks to its plethora of features and available music collection.

Spotify has an inbuilt AI that recognizes a pattern in your streaming and accordingly creates a playlist that you might like. The best part about Spotify is that you do not even need to stick to the screen or watch the videos when you don't want to. Just turn off the screen light, sit back, relax and enjoy.

Watch Movies or Shows

There was a time when families would sit together for dinner and watch something nice on the television. But that has changed tremendously, especially with nuclear families and the availability of the internet and computers; people prefer sitting alone with their tv shows on and running.

Feel like watching a documentary or a rom-com? Well, the internet has got you for everything that you like. You might have even come across kids who are fussy while eating, but if you let them watch a show, you'd see how easy and smooth the entire process turns out to be. But, at the same time, this can turn out to be an addiction, and the screen time can be bad for the eyesight.

Play Games

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At times, it seems like the sole purpose behind the invention of computers was to play games. The sudden adrenaline rush, a slight feeling of competitiveness, and the sense of victory - all combined and fitting in your 14-inch screen. Gaming can be very addictive, but everything boils down to just one aspect, and that is: to have fun.

The internet opens up a lot of options for you if you are trying to look for video games. The best part about online gaming is that it keeps on upgrading every second day, and there is always something new that is there for you to discover. You can just browse the internet for a while for some free games, and you will always find something for sure that will keep you hooked.

Learn Graphic Designing

If you look in any direction, you are bound to find something which has to do with designs, colors, and effects. There is no reason you will not be hooked to them as there is always so much more to discover. At the same time, the demand for graphic designers who can bring in new ideas and a fresh perspective is in need.

So, if you have been inclined towards drawing, designing, and structuring for a purpose, then maybe you can try your hands on graphic designing. You would be amazed by the amounts of brushes, tools, colors, and strokes you can use, often free of additional costs.

Start Vlogging

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If you think that making videos about your daily life cannot be a profession, then you live in the past. Over the years, with the boom of internet software, people now know more about other people's lives. Eventually, the terms' Influencers' and 'Content Creators' came into existence.

People on the internet are looking for ways to invest quality time or often to kill time. Your content can be based on anything like - makeup, art, traveling, or food. There are so many possibilities that are waiting for you in the virtual world. You just need to record, edit and be interactive as much as you can on camera.

Final Words

We live in a time when people don't need to look for reasons to browse a few pages or scroll through their Instagram feeds. You can simply choose to do absolutely nothing but everything at the same time when you are using your computer or the internet. So, what are your plans for the next time when you have nothing else to do?

Friday 24 July 2020

How Technology is Changing the Delivery Industry

How Technology is Changing the Delivery Industry

If you look at the evolution of delivery as compared to what it was a decade or two ago, you'll notice how much is changing. While there are plenty of things that have not changed, there are also many areas of technology that have grown and changed the way we get goods to our customers. Here are a few areas of the delivery industry that have really seen quite a bit of change.

The delivery service. 


When you think of the delivery industry, what comes to mind? Think of a long line of cars, trucks, delivery vans and so on. Nowadays, you have a fleet of vehicles and trucks carrying your goods in and around town.

These delivery vehicles are powered by trucks, cars and so on. As the technology progresses, more vehicles are getting smarter. Some vehicles will be able to communicate with the rest of the fleet and allow for a more fluid ride for everyone involved. This means that you'll have fewer cars blocking the way, but also less time for the vehicles to get to the delivery location.

This means that you'll have to spend less time driving to and from a delivery location. The trucks will be able to pick up and drop more people at a time. This is especially good news if you have a lot of orders to deliver. With fewer vehicles, you'll save money and you'll also spend less time in traffic.

The technology that is in the delivery service. 


This includes the GPS technology, as well as real time information regarding the weather and road conditions. There is also a new technology that allows trucks to communicate with other vehicles in the same lane. This means that there are less congestion and less time to stop and wait.

Many delivery trucks now have what is called a tow-behind device that can tow trailers behind them. This means that a truck can pick up all of the trailers that are being delivered without having to stop to load them. These are also now able to communicate with the rest of the fleet so that the same trailer can be picked up quickly and without delay.

In fact, all of these features allow the truck driver's hands to be more efficient and make their job easier. so that you can spend more time on the road, and less time in the cab.

How technology is changing the delivery industry isn't a new concept. It's been around for a while. However, technology has advanced and changed it so that it's now becoming more efficient and user friendly. There are a number of areas of the delivery industry that are seeing a lot of growth and change, so keep an eye on the developments.

The technology that is currently in the delivery industry has been around for a long time, but it wasn't until recently that it really started to become popular. This includes the GPS and the use of real time data and information, online load boards and now the GPS systems and the information on the weather have become a standard in all delivery trucks.

How technology is also changing the delivery industry is also because of the fact that it has become more reliable. The old system was based on analog signals and radio signals. This means that signals were often interrupted. broken and they took a long time to communicate with other vehicles.

This is no longer the case. Now the systems are using the latest digital signals and information. This means that your information is accurate and you can communicate with trucks at a faster pace, saving time and money.

Of course, technology is also changing the way that drivers are trained and licensed. In the past, drivers were only certified when they had been in the trade for a number of years. Now drivers are licensed and trained based on the experience that they have, so that the system can quickly adapt to any driver's skills.
  •  Enhanced Performance 


Distribution and logistics have become a part of advertising and are now directly linked to earnings. Inventory is always moving and customer satisfaction is dependent upon the real-time information concerning the movement of their bundles. Distribution software allows just this sort of tracking, providing you with real time information regarding a variety of parameters of your choice, according to a spokesperson for logistics solution provider Key Software Systems. It permits you to track your shipment and upgrade the customer continuously.

  • Flexibility and Productivity 


Technology has reduced the demand for manual labour and human intervention. Supply chains utilize supply networks to anticipate demand and order volumes, while vendors have the ability to make decision regarding their services, by being able to predict timing and amount. This gives them more flexibility and increases productivity, while also reducing operating expenses.

  • Better Warehouse Management 


Technology has resulted in better utilization of space in warehouses, in addition to enhanced space and accuracy of shipping. It gives the chance to produce terrific results from small warehouses. All of the information and tasks can be easily managed from a central computer, while computer controlled conveyors can also be used for loading goods on to the perfect delivery vehicle.

  • Traffic Management and Delivery 


GPS tracking and fleet management applications provide supervisors data regarding vehicle status, traffic status, driver performance, etc., which can be used to decide on the very best routes resulting in fuel efficiency and reduced delivery time.

Technology has changed and will continue to alter the way delivery is handled and implemented. Declining human intervention, improved streamlining and the wringing of prices from the supply shift would continue to function as tendencies. There remains a lot to be explored in the supply business and both logistics managers and software developers will want to make the best use of technology to unlock the potential of this business.

Wednesday 1 July 2020

Truck Gadgets: Cameras for Fleet Vehicle Security

Running a fleet of trucks is a daunting task especially if they travel several days on different routes picking up and delivering cargo. The fleet management center should have a consistent flow of data related to all trucks so that fact-based reports can be made at any time. Surveillance plays a crucial role in the management of such a company.

Fortunately, the advancement of technology now gives fleet companies an opportunity to use high-tech cameras to watch every move of the trucks. If you are new to truck fleet management, this article will be invaluable to you.

Choosing the Best Cameras for Your Trucks


Fleet surveillance cameras come in different technologies and, hence, capabilities. When choosing one for your trucks, start by visiting https://eyeride.io/ to see the solutions they have and then make the following considerations.

  • Resolution – When monitoring truck activities, you definitely want to see every detail clearly. Therefore, choosing a 1080p camera is the best idea. The latest technology offers high resolution while saving space at the same time. On the same note, also consider fleet cameras that record clear footage at night.
  • Tracking technology – Truck tracking is essential in any company. The latest technology in cameras integrates them with GPS capability so that fleet managers can see the locations of their trucks. GPS-enabled cameras might be costly, but they can eliminate the need for a separate GPS system.
  • Real-time data transmission – Internet-enabled truck cameras fitted on dashboards transmit recorded footage in real time to a remote location. As such, managers and the owners of the fleet can monitor the movement of trucks whenever they need to.
  • Other features – There are so many other features you might want to look for in a truck surveillance camera. Event-triggered sensors are a great feature because the cameras only record when needed. Choose a camera with interactive and user-friendly features that make it valuable.

 

Types of Fleet Truck Cameras


  • Dashboard cameras – These are the most basic and common cameras that are used in truck fleet vehicles. As the main camera, it should have all the features that we have mentioned above. The aim is to record the front side of the truck to detect and observe locations, traffic, accidents, or any other events.
  • Cabin cameras – Although there are controversies on the use of cabin cameras with the claim that they breach privacy, these cameras help in monitoring driver behavior and theft cases from the cabin. Today, they have become very essential.
  • Reverse cameras – Trucks are tricky to drive, and drivers need every assistance possible. Reverse cameras are part of the parking assistance package that also consists of object sensors and automatic braking systems.
  • Blind spot cameras – In the past, truck drivers have caused numerous accidents through blind spots. But today, this issue has been solved by the use of blind spot cameras located on the sides of trucks.

 

Conclusion


It is highly beneficial to take advantage of cameras in your trucking business. Cameras have numerous benefits, which include better decision making, accident prevention, improvement of driving behavior, and more sales among others. For these reasons, you should use cameras for your trucks.

Thursday 19 December 2019

Making Best Use of Microsoft Dynamics 365 Business Central For Businesses

Dynamics 365 Business Central is one of the best ERP systems from Microsoft targeted for small and medium sized businesses. It serves as a single solution for complete business processes and is a comprehensive choice for businesses to grow. Today’s competitive business market remains highly challenging for startup businesses and using Microsoft Dynamics 365 Business Central delivers quality solutions whilst offering businesses with numerous benefits. It comes as no doubt that Microsoft products aim at helping different business sectors with powerful solutions.

Capabilities Of Dynamics 365 Business Central


Dynamics 365 Business Central is highly helpful for startup businesses and businesses that have just entered the market. The challenges that businesses come across makes them to think of ideal solutions that can drive them a long way in the business. For different sectors, the use of this system enables a number of positives to develop in the business with excellent options of management.

  • Increase the financial visibility of the business with informed decisions, real time charts, improved accuracy and accelerating different processes. 
  • Optimizing the supply chain of business with correct predictions, tracking, calculations and maintenance of inventory. 
  • Enhance sales and service by prioritizing leads, improving the sales process and facilitating employee skills empowerment and use. 
  • Deliver projects to clients on time and within budgets by making effective decisions and managing projects and resource levels. 
  • Providing high level of security to customer data. 
  • Advantage of running business from any place.
The performance and quality of projects can be seen in the results with improved sales, customer base, faster operations, enhanced security and many more.

Guides For Different Levels Of Users


Microsoft Dynamics 365 Business Central guides are very useful to users at different levels. Videos on different use cases of business that are published online by services are valuable resources for businesses. With each video guide comprising of different sections, it is possible for users to develop their knowledge and also know more about the use of the system for specific businesses. Users can get to know the support of the ERP solution, structure of the solution, the processes and functionality, details on specific functionality and topic and configuration guidance. Another interesting aspect is the availability of videos specifically for beginners, intermediated and advanced users. As businesses wish to develop largely on a long term, implementing the system proves to be beneficial from all stands.

With four different modules including marketing, finance and operations, sales and customer service, this ERP solution is a one place store for running businesses much effectively. As the particular version is comparatively cheap, it is wise that businesses choose the correct packages and keep developing their sales. With online services providing useful information and guides on the use of the system, users can derive all advantages and implement their knowledge in the business. With a variety of choices to streamline processes and manage different activities of the business, it is handy for business users to operate from anywhere and grow in quick time.

Monday 18 November 2019

How Outsourcing Can Increase Efficiency in Small Businesses

 Practically all small businesses experience growing pains on their quest for success. Not least among these is the ability on a limited budget to hire and maintain enough workers for every job to be done. Outsourcing services can solve such problems more cheaply than the cost of paying employee salaries.

How To Win the Phone Game

With all the other duties needing attention in a new business, answering the phone can get lost in the shuffle. This is more likely when essential employees are required to play the secretary as an extension of their primary positions. Consequently, prospective clients may be unintentionally ignored. The business will be lost as would-be customers give up in frustration.

In this dilemma, an answering service is an answer. These third-party companies have call centers of staff trained to take calls on your behalf and in any manner you like. All messages are then passed on via text or email to be perused at your convenience.

The best answering services employ native staffers who are given detailed instructions per your request. Using a call center is much cheaper than hiring your own receptionist while still providing that professional aura for your clients.

How To Manage Your Brand Effectively

Marketing and advertising is itself a kind of business. If your business isn't in these fields, you may not necessarily be great at generating the exposure it needs to thrive. Those involved in the core activities of a business often don't have time on top of everything else to cultivate consumer contacts as efficiently as possible.

Instead of stretching your finite capital on an in-house publicity department, you could use an expert marketing or ad agency to attract clients to your business. They'll have strategies you've probably never considered. For example, marketing writers can create web content using search engine optimization (or SEO) techniques that direct internet traffic to your website.

How To Outsource Almost Any Business Process

Modern businesses can outsource more than just marketing. There are companies available to assist businesses in any sector with any function they wish. With today's technology and a surging globalized work force, you can pay someone elsewhere to handle your finances, your legal paperwork, or even perform complex technical research. You can contract the work on an as-needed basis, saving you considerable cash compared to retaining full-time employees for these tasks. A quick search online should find you the help you desire.

The rise of outsourcing continues to fundamentally effect business processes. Whatever the process, outsourcing can be a big boon to small businesses.

Tuesday 16 July 2019

How to get the best data only SIM deals which saves money

Sim Card

People often love to spend less amount on their bills. So, they often spend a hell lot of time to bargain and search for best offers which can help them reduce some money. If you're one of them then you'll love this article.

In this article, I'm going to let you know about how to get the best data only SIM which can help you save money. Along with that, you can compare cheap data SIM only deals from the leading SIM card providers. So, lets dive deeper into this post.

Before diving into the post, some of you might be wondering about what are Data Only SIMs and Deals? If you're one of them, then let's get into the details.

What is Data ONLY SIM? 


In general, the data only sim provides a data connection on the SIM card with a compatible device such as a tablet, iPad or even Smartphones.

Apart from tablets and iPads it will work with the below devices as well.

Laptops: Lots of modern-day laptops are coming with SIM Slot so you can use this Data only SIM for that as well.

Mobile broadband devices: These days, most of the mobile broadband devices allows you to insert a Data only SIM in the device to access Data. So, it can be useful for these devices as well.

These are saviors when you don't have wifi. These data only SIM is the best choice for you if you have a smartphone or tablet or another compatible device. The best thing about this Data Only SIM is it only comes data allowance and it will not have minutes or texts so you are free from them.

Now, then we got what is Data only SIM. But most of you are still not aware about its Importance and what's the best deal running on and so on.

If you're striving to learn about them then don't worry? I'll let you know in this article.
 

Importance of getting best data only SIM Deal? 


Almost all people love to save money on special deals. If you are one of them? then you have to check out data only SIM deals to save your money.

Usually, if you're out of your present contract and happy with your present phone and don't want to upgrade to a newer version then it's always best to switch to DATA SIM-only deals.

If not, your network will charge you for all the calls and text and it will be a burden for you to fulfill that bill. Whereas coming to the Data Only SIM, You will have access to the Data at much lesser prices. So, you can take the calls and text equation so they will charge less when compared to others.

Which networks offer Data ONLY SIM Deals? 


At present, all the major mobile networks in the UK offer Data Only SIM Deals which include Vodafone, BT Mobile, Three, EE and more. These all SIM comes with 4G SIM at no included cost that's the great thing about the Data Only SIMs.

How to choose the best data only sim deal? 


Usually, this question depends on a few factors such as how much data you need? with which provider you used to have a contract with and so on.

Presently according to the monthly cost, we feel like Sky Pay is a good Data only SIM Deal in Uk. You can also find out 3, bt and Vodafone on the next three places.

Thursday 3 January 2019

Terahertz Laser for Sensing and Imaging Outperforms Its Predecessors

Terahertz Laser
Terahertz Laser is a high powered laser developed by Massachusetts Institute of Technology for chemical sensing and imaging. The Terahertz laser designed by the researchers of MIT, has three goals which includes high constant power, tight beam pattern and broad electric frequency tuning.

Terahertz Laser to be used by NASA on its 2021 mission to study our Galaxy’s origin


NASA has chosen the Terahertz laser for its 2021 mission to study more about our galaxy’s origin. With the help of a high altitude, balloon based telescope carrying photonic wire lasers, they will detect emission of gases like oxygen, nitrogen and carbon from the interstellar medium, which is the material between the galaxy’s star systems.

The Terahertz laser could also be used for skin and breast cancer imaging, detection of drugs and explosives and many other applications.

The design of the Terahertz Laser


The design of the Terahertz laser is unique which uses pairs of efficient wire lasers and sync their oscillations. On combining the output of the pairs there will be a single, high power beam with minimum beam divergence, which is the angle the beam moves away from its focus over distance. The individual paired lasers can be fine-tuned to obtain improvements in resolution and fidelity in measurements. All these give rise to less noise and higher resolution in order to achieve more cost effective and reliable chemical detection and medical imaging.

In the past, people have made a laser with high beam quality or with high continuous wave power or have done frequency tuning in lasers. But all the designs have one of the factors lacking. Ali Khalatpour, a graduate student in electrical engineering and computer science, who is also the author on the paper describing the Terahertz laser in Nature Photonics says that this is the first time where all three metrics are present in the chip-based Terahertz laser.

NASA has chosen the Terahertz laser for its 2021 mission


NASA will be using the Terahertz laser for its 2021 mission to detect gas emissions from the interstellar medium. By procuring data over a few months, they will get insight into the birth of the star and evolution. They will get more knowledge of the Milky Way and the Large Magellanic Cloud Galaxies which are close by.

NASA selected a new semiconductor based terahertz laser which is suitable for spectroscopic measurement of oxygen concentrations in terahertz radiation. It is a band of electromagnetic spectrum between microwaves and visible light.

Achieving three metrics in chip-based terahertz lasers


Researchers had developed new types of quantum cascade lasers known as photonic wire lasers. These were bidirectional and hence less powerful. This issue was sorted out by placing mirrors within the laser’s body. Since the terahertz radiation is too long, and the terahertz laser is small, it was difficult to fix it within the laser so much so most of the light travels outside the laser’s body. In the laser that NASA selected they developed a design to control how the electromagnetic wave travels along the laser and emit in one direction. They were able to obtain high efficiency and beam quality, but it did not allow for frequency tuning.

To overcome this, the researchers applied the concept of pi-bonding to the lasers, enabling close connections between the wire lasers. This coupling allowed phase locking of two or more wire lasers.
To obtain frequency tuning, they used tiny knobs to alter the current of each wire laser, which changes the refractive index. This change in refractive index together with coupled lasers, gives rise to a continuous frequency shift to the pair’s center frequency.

The researchers are building a system with a high dynamic range of more than 110 decibels which can be used for many applications including skin cancer imaging. Since skin cancer cells absorb terahertz waves more strongly than healthy cells, the terahertz lasers will be able to detect them.



With terahertz lasers having the three performance metrics, they can improve imaging capabilities and can be used in other applications.

Thursday 13 December 2018

5 Things To Do Before Sending Your PCB Design Off For Manufacture

When you finally finish designing your printed circuit board for your product, it can be tempting to just send it off for manufacture right away. Of course, with manufacture comes many risks so you need to make sure that you have created something which has been tested thoroughly before having it mass produced. This is why we have created a list of some things that you should do before sending off your PCB design for manufacture. Keep reading to find out more.

Consider Design Scale

One of the first things that you should do before sending your PCB design off for manufacture is to consider the design scale. You will need to think carefully about whether the cost, the time to layout or the board size is more important to you. Think about the advantages of all of these and choose what is best for you. Never forget about design scale or this could cause problems.

Gather Your Documentation 

Throughout your PCB design process, you should have been gathering documentation that you will send to the manufacturer. Some of the PCB design software packages from providers like Altium come with features to aid this meaning you’ll be able to take advantage of the Manufacturing Outputs Datasheet which will come in handy in the design process. Make sure to check over all of your documentation carefully before sending off your PCB as errors on the documents could slow down the whole project.

Consider Cost Of Component Size

If you are working on a budget in your PCB design process, then you are going to need to think carefully about the cost of the components and what size is best for your budget. Some manufacturers might not be willing to work with your parts if they are too small and this could bring your costs up quite high. Make sure to consider this carefully before you send it off to the manufacturer.

Research Your Parts

Although you should be able to get your hands on most of the parts that you have in your BOM, you should make sure to do some research. Some of the rarer parts will be harder to get your hands on and you might need to make some changes to your design. If the parts don’t come in packages that you are comfortable working with then you might have a problem on your hands.

Consider Thermal Concerns

Our final tip for those who are about to send their PCB design off for manufacture is to consider the thermal concerns. If you have very large parts right next to your smaller parts you might find that you come across some serious problems. When the heat comes into the process, your parts might start to be an issue, and this is not ideal.

If you are finished with your PCB design and you are ready to send it off to be manufactured, you should make sure to take everything that we have discussed into consideration.

Monday 10 December 2018

Google has Unveiled Flutter 1.0

Google unveiled the Flutter 1.0 at an event at the Science Museum in London, UK. The Product Manager Tim Sneath introduced Flutter 1.0 to the enthusiastic developers.

What is Flutter? 


Flutter 1.0 is a cross-platform portable UI toolkit. It is an app engine that brings software development kit (SDK) out of beta.

Since 2015, it was undergoing various stages of development. Several of the beta versions were out last year and a preview of Flutter saw the release this summer.

It allows developers to build apps that can work on Android and iOS from a single codebase.

Flutter was designed by Google so that there could be a better collaboration and rapid development between the developers and coders. It is powered by Skia 2D graphics engine.

Material Design widgets which would look nice on both, Android and iPhone devices, will be powered by Google’s Dart platform. It will enable compilation to native 32-bit and 64-bit ARM code for Android and iOS. With the ‘stateful hot reload’ feature, you get quick visual results without any need to restart, thus saving time and increasing productivity. According to Google, the development cycles are three times more productive.

Flutter, being an open source, with a BSD-style licence, allows contributions from developers all over, since there are plenty of third-party plug-ins and widgets ready to be tried out.

Ashley Narayanen told Computer Business Review that even though it has the ability to target more than one platform which is not a new concept, the others being Xamarin, Cordova and React Native, it is a product of Google and not a third party component.

The other point to be noted is that Flutter is slated to be the main framework for the next-Gen operating system, Fuschia.

Though the Xamarin framework offers a native experience, there are still problems in cross-platform targeting since a complete 100 percent of the components cannot be used across both the Android and iOS platforms.

It has been designed to support Google’s ‘Material’ design language as well. Since there is heavy use of shadows and other effects, one can use the native hardware graphics acceleration on both the Android and iOS platforms. With the result it is capable of handling such workloads.

Many Big Companies are using Flutter


Big companies like Alibaba, Groupon, Tencent and others are developing and shipping apps with Flutter.

The mobile payment service Square announced two new Flutter SDKs whereby accepting payments for goods and services would become easier with Flutter. It could be done by using a Square payment reader or payments within the mobile app developed on the platform.

Animators 2Dimensions announced the use of ‘Flare’, a tool that enables designers to create animations which could be embedded into a Flutter app and manipulated with code. With Flare, there is no need to design in one app, animate in another and convert everything to a device-specific assets and code.

With Flutter, app design is radically simplified. Google made an announcement that they would be experimenting with running Flutter on the web under the codename, Hummingbird.

Thursday 22 November 2018

Google Introducing Call Screen

Call Screen May Require A Save Option!

Google’s Pixel 3 and 3XL’s feature is heaven send when you don’t want to answer those annoying spam calls that come multiple times in a day. If you don’t want to answer any of those calls, and who does anyway? then send the caller directly to call screen. This new software feature initiated by Google to the Pixel 3and 3XL phones has been one of the most innovative and best feature to come to a phone as yet, not to mention it saves you the immense hassle of getting rid of the robot troll caller.

But is it all great? On the surface yeah! We all know how annoying robot troll callers can be but what happens when you want to save a call or need important information right away?

What is Call Screen? 


A feature that can be found on Google Pixel 3 and 3XL allows the user an option of putting a call through call screen whereby Google Assistant picks up the call and you can monitor the call proceedings in chat form while the call is ongoing.

The moment a person calls and you want to press the call screen option, Google assistant immediately picks up and lets the caller know that they are speaking to an assistant. The caller then has to explain who they are and what they want. While all this is going on you can view the chat form of the dialogue taking place between the caller and Google assistant.

So what’s the Problem with Call Screen then? 


While everything seems to be picture perfect with call screen, it’s just that it does not store the transcript of the message or have an option to send the caller to voicemail.

This can be bad in instances, where you need some important information that the caller has. You can always screenshot the chat screen while the call is taking place, that is if you remember to do so. But if you forget, there is no way to get that specific information back, unless you go to the call log and call the person back.

While none of the chats are stored after the call in call screen, some may actually appreciate the fact their privacy has not been affected.

What Should Google do to improve Call Screen?

To improve the call screen feature which is pretty great now but can be made better, Google can do three things- save the transcripts of the chats to the Pixel 3 or 3XL, give a “send to voicemail” option and lastly have the option to save particular calls. Google says that the first option of saving transcripts of the chats onto phones may be coming soon.

During call screen when the caller knows they are talking to Google assistant, they automatically give their name and certain other details. Many a time, this information comes in handy and you don’t want to necessarily miss out on that info. Hence the need to save transcripts or chat history in call screen.

Monday 15 October 2018

Discovery of a new Printing Technology Making use of Sound Waves

Printing Technology
Engineers from the University of Harvard have come out with a new printing technology that makes use of sound waves. This is a great revolution in printing where the sound waves control the droplet flow of highly viscous liquids. In other words, the new printing Technology involves a printer which uses sound to print with the help of tiny droplets of highly viscous liquids.

The new printing technology will help in the manufacturing of biopharmaceuticals and bioprinting. Here they use biopolymer and cell-laden solutions which are 100 times denser than water.

According to Jennifer Lewis, a senior author and professor of Biologically Inspired Engineering at Harvard University, the new printing technology that they have created helps printing in a drop-on-demand manner.

In the new Printing Technology, how the liquid can be manipulated with the help of sound waves: 


We see in Inkjet printing which patterns liquid droplets, the liquids are about 10 times more viscous than water. The researchers are far more interested in liquids that are more viscous. In the case of biopharmaceuticals and bioprinting, biopolymer and cell-laden solutions are about 100 times more viscous than water. There are some sugar-based biopolymers which have the same viscosity as honey which is about 25,000 times more viscous than water. Viscosity of fluids is influenced by temperature and composition changes. With the result, controlling the droplet size becomes difficult and hence it is not possible to optimize the printing parameters.

The researchers therefore wanted to develop a new printing technology independent of the viscosity of the fluid. They thus turned their attention to using sound waves. When we consider a liquid under gravitational force, the droplet size is large and the flow of the droplet is difficult to control.

The researchers have thus turned to generating sound waves in order to enhance drop formation. Pressure waves have been used to defy the earth’s gravitational force, as is seen in Acoustic Levitation. These same sound waves are being used by the researchers to assist gravity and the new technology adopted is known as acoustophoretic printing.

The researchers have built a sub-wavelength acoustic resonator that can generate a highly confined acoustic field that can pull a force that is 100 times more than the gravitational force at the tip of the printer nozzle. In this new printing technology, the controlled force then pulls each droplet from the nozzle on attaining a specific size. It is then ejected on the area for printing. If the amplitude of the sound waves is high then the droplet size is small, irrespective of the fluid’s viscosity.

The new Printing Technology can have a wider scope: 


The new printing Technology was carried out on different materials like honey, stem-cell inks, biopolymers, optical resins and liquid metals. It was seen that the sound waves do not travel through the droplet and hence the method was safe to use even in the case of sensitive living cells or proteins. They hope that the new printing technology can help in the manufacture of new biopharmaceuticals, cosmetics and food.

Sunday 23 September 2018

New Molecular Wires to help Shrink Your Devices

Molecular Wires
Since gadgets and the like first came out, scientists all over the world are in a race to shrink their sizes. It is not enough that you hold the device in your hand or fit it into your bag, they just have to get smaller. But smaller is not the only criterian, theses gadgets or gizmos have to perform better and with better battery life. To achieve this aim, scientists have tried making each and every component in the gizmo smaller and one such part is molecular wires.

Scientists at Tokyo institute have developed a new form of wire that not is smaller than their predecessor but is also better at conducting electricity. These new form of molecular wires are filled with organometallic ruthenium which gives it better conducting. The current forms of molecular wires are much different to the ones invented by the scientists up at Tokyo. In the sense, that these new molecular wires get their high conducting power from a different source.

Molecular Wires in Tiny Devices: 


As devices get smaller, their component parts also get smaller, that’s a no brainer. But molecular wires are just the building blocks in such devices and maybe one of the most important yet fundamental of all parts.

By carefully designing these molecules, scientists have tried to make beeter contraptions for us to use.

The New form of Molecular Wires: 


These new form of molecular wires are in the form of a metal- electrode- molecular- metal- electrode junction. This includes a polyene molecule which is an organic chain like molecule.
These new form of molecular wires are based on the engineering of the energy levels of the conducting orbitals in the wire.

Is the new form of Molecular Wires better? 

 

Scientists used scanning tunneling microscopy to understand the level of conductance in these new form of molecular wires. What they found was that these new molecular wires are better than the standard or other fully organic molecular wires.

This brought scientists to explore the origins of the superior conductivity in molecular wires. They found that the properties that gave these molecular wires their high conducting properties came from orbital splitting in the molecular wires.

This orbital splitting brings about changes in original electron orbitals in the atoms of the molecular wires to make a new hybrid orbital. This new form of orbital facilitates electron transfer between mental electrodes and molecular wires.

This finding is rare to see in current MMM junctions.

What gives these Molecular wires their Higher conductance: 


The most important factor that gives these molecular wires their higher conductivity is the narrow gap between the highest and lowest molecular orbitals. The new technique formulated by scientists in making these molecular wires exploits this knowledge in enhancing the molecular wires conductivity.

Using the same MMM junction in these molecular wires along with the extremely narrow gap between the highest and lowest orbitals, scientist have come up with a new form of molecular wires that has unprecedented levels of conductance.

Tuesday 28 August 2018

How Technology Has Made Communication Easier and Less Expensive

Remember the good old days when you had to send a handwritten letter in order to communicate with your best friend who lived two counties away? Or better yet, remember when you picked up a landline and could hear someone else's conversation taking place? If you remember the first scenario but not the second, you're a millennial. If you remember neither scenarios, you're Gen Y. If you remember both scenarios, you're likely thankful for technology.

Technology today has made it easier than ever for the world to stay connected. Not only that, it has made it less expensive than ever before. For instance, to place a long distance call on a landline would cost homeowners anywhere from $.05 to $1.40 per minute. "Long distance" in this instance, however, isn't what it means today—it meant the next town over, or anything out of a defined local calling code. For many people, talking with friends, family members, or acquaintances was an expensive endeavor—that is, if they didn't keep their calls short enough.

Today, thanks to advancements in technology such as Skype, cloud calling, and switches (conmutadores for our Spanish readers), individuals can connect with others from towns, cities, states, or even countries over, without fear of racking up a huge bill. Below are just two ways in which technology has made staying in touch so much easier.

Relay a Message in a Matter of Second


Before the advent of vehicles, letters would take approximately 14 days to reach their final destinations. With the advent of vehicles, that timeframe was significantly shortened, and individuals could relay a message in as little as two to three days. From a pioneer's perspective, that's unthinkable; from a modern person's perspective, that's unacceptable. Thanks to platforms such as Facebook, SnapChat, Instagram, and email, people today can communicate back and forth via text within a matter of seconds. Of course, text messaging should not be ignored. Text was one of the first modern modes of communication, and it has changed the communication game forever.

Host Calls Over the Cloud


10 or even five years ago, if you used the term "cloud," most people would assume you were talking about those fluffy white cotton balls in the atmosphere. Today, however, the term "cloud" has taken on a whole new meaning. Cloud simply refers to something hosted on the internet. Oftentimes, that something is storage, but a lesser known use for the cloud is calling.

Cloud calling allows anyone with an internet access to place a phone call, for free. This makes it easy for individuals who don't have great cell service, who don't have access to a cell phone, or who simply want to place a call from their workstation, to communicate with others.

As if that's not benefit enough, cloud-based phone systems allow individuals to meet face-to-face without ever actually meeting in person. Platforms such as Skype and FaceTime use a computer or device's forward-facing camera to allow face-to-face interaction between parties who are in separate rooms, cities, or countries. Again, cloud-based platforms allow individuals to do all this gratis.

Technology has changed the communication game for the better. Thanks to technological advancements, humans can communicate in a matter of seconds and for pennies on the dollar—or, in the case of cloud calling, for free.

Tuesday 10 July 2018

Tips for Keeping Your Business and Your Customers Safe Online

GDPR

The internet is a place of adventure and excitement! It allows us to connect with anyone, anywhere in the world, at any time.

It has also made doing business a lot more exciting. Just a few decades ago, businesses were relegated to serving customers in their immediate area. Today, businesses can sell their goods across the globe, making more money than they ever thought possible!

However, for as exciting as the internet is, it also comes with loads of responsibility. That’s especially the case if you’re a business that wants to stay safe online and keep its customers safe online as well.
With these tips, you can confidently build your presence online without worrying about the security of your company or the safety of your clients and customers.

Create a Comprehensive Privacy Policy

In a world of hackers and businesses that sell your information for money, a privacy policy has become a must. A few questions Reciprocity recommends asking yourself include, "Do you even have a written policy for handling, tracking, storing, and sharing the data you collect? Do you have clear steps defined in the process, including how to tag data, so you can easily retrieve it no matter where it goes?"

Based on those answers, you can, "determine which of them your enterprise is in compliance with and where it falls short, and what you must do to reach compliance."

Digging into your privacy policy will help you uncover compliance issues, and at the same time, it will boost user confidence in your brand.

Get Smart About Logins

The wrong logins can make your business susceptible to hackers. That means sensitive company information could be stolen, but it also means your customers’ information can be stolen too.

It’s time to get serious about logins. That means choosing logins that:
  •   Don’t contain recognizable words
  •  Contain numbers
  •  Contain symbols
  •  Have at least 12 characters
It also means being careful about who in the company has access to what information. Only provide access to essential information and lock down the rest so you don’t have to worry about a leak from the inside either.

Be Careful with Ecommerce

There are a lot of great tips out there about how to create a fantastic ecommerce website. By following those tips, you can literally build a customer base that spans the entire globe.

However, it’s ecommerce that can cause the most security problems. After all, people are giving you their personal information for your product or service! That’s why you have to be careful about establishing and maintaining an ecommerce site.

Only ask for information from customers that is absolutely necessary to complete a transaction. Follow ecommerce best practices and consider not storing any payment information to protect yourself and your customers from fraud.

Keep Security Software Current

Malware and viruses are a real threat to your business too. It isn’t just hackers! That’s why it’s important to keep your security software current.

Downloadable programs make this easier than ever, but there are some other things you should do to protect your computer and your database.

Update everything in a timely manner. That includes security software, but it also includes browser and operating system updates. You may also want to consider additional programs, like ad blockers, that can keep you safe from a wide variety of threats.

The best approach to security is definitely one that includes many different techniques and methods to keep both your business and your customers safe.

Educate Yourself on Scammer Techniques

Sometimes, you’re at fault when it comes to compromising the safety of your business or your customers. Don’t be too hard on yourself though. Scammers can be tricky!

It pays to educate yourself on the best ways to protect yourself from online fraud. That includes:
  •  Never clicking on a link from an untrustworthy sender
  •  Double checking email addresses to make sure the sender is who they say they are
  •  Keeping tabs on your social media followers and deleting fake or hacked accounts
When in doubt, it’s always a good policy to throw it out. Falling for a scam could mean losing control of important company information, and it can also mean your customers have to deal with drained bank accounts.

Online safety is about more than just keeping your business safe—it means keeping your customers safe too! With these tips, you can confidently do both so your company remains successful for many years to come.

Tuesday 8 May 2018

Atomically Thin Magnetic Device Could Lead to New Memory Technologies

Thin Magnetic Device

Atomically Thin Magnet Device Could Revolutionize Modern Technologies

Atomically thin magnetic devices could pave the way for new technologies in the field of cloud computing and consumer electronics. The modern digital technologies are made of magnetic materials. There has been a breakthrough by a team from the University of Washington in encoding data using magnets which are a few layers of atoms in thickness. This will be a leap forward in cloud computing technology and consumer electronics whereby data storage can be increased and there will be great improvements in energy efficiency.

According to reports that appeared in the ‘Science’ journal, there was a study conducted by researchers wherein they used very thin materials to control the electron flow based on the direction of their spins. The electronic spins are comparable with tiny subatomic magnets. Sheets of chromium tri-iodide (CrI3), a material considered as a 2-D magnetic insulator were used in the materials.

They used four sheets and each sheet was only atoms thick. It created an atomically thin magnetic system that could block electrons based on their spins and at the same time exerted 10 times stronger control than the other methods. This created a possibility of storing data on atomically thin magnets. The team was able to electrically control the magnetic properties of the atomically thin magnet.

The main challenge is to increase data storage and at the same time reduce the operation energy. The team is finding out how the atomically thin magnet could increase memory storage by taking advantage of the electron spins in each individual sheet. The researchers are looking at the possibility of achieving an increase in memory storage and reduction in operation energy. They are looking at ways of engineering atomically thin magnetic memory devices with lesser amount of energy consumption than what is presently achievable.

The working principle behind the atomically thin magnetic device

Two layers of CrI3 were sandwiched between the conducting sheets of graphene. Based on the spin alignment between the CrI3 sheets, there are two possibilities. One is the electrons can flow unimpeded between the graphene sheets or they can be blocked from flowing. These two possibilities could act as bits of the binary code for encoding data. They could act as the bits – zeroes and ones.

The operational units of this type of memory are magnetic tunnel junctions (MTJ) or magnetic gates that can either impede or allow the flow of electrical current depending on the spin alignment in the junction. This magnetic gate helps to figure out the data storage on a small scale.

With four layers of CrI3 in the atomically thin magnet, the researchers discovered the possibility for multi-bit information storage. If we consider two CrI3 layers the spins are either in the same direction or in the opposite direction. This gives rise to two different rates for the electrons to flow through the magnetic gate.

When there are three or four CrI3 layers, there is a possibility of different combinations for the spin alignment between each layer giving rise to multiple, distinct rates for the electrons to flow through the atomically thin magnetic material from from graphene sheet to the next.

This enables the storage devices to have not only two choices but many more choices to store data. Thus the atomically thin magnetic devices that use the CrI3 junctions will be more efficient and will be able to store more data.

Wednesday 2 May 2018

Using Evolutionary AutoML to Discover Neural Network Architectures

AutoML

Human Brain – Wide Range of Activities

The human brain has the potential of performing a wide range of activities most of which does not need much effort, for instance in conveying if a visual extract comprises of buildings, or animals. In order to perform this activity the artificial neural networks needs vigilant strategy from professions with several years of complex research, addressing each particular task in discovering what lies in an image, to name it a genetic variant or to assist in diagnosing a disease. One would prefer having an automated system of generating the precise architecture for any particular task. One of the methods of generating the architectures is by way of utilising evolutionary processes.

Old research for neuro-evolution of topologies had laid the foundation which enabled the application of these processes at scale, presently. Several of the groups have been operating on the subject inclusive of OpenAI, Uber Labs, and Sentient Labs together with DeepMind. Google Brain team certainly had been discerning about AutoML too.

Evolution - Scale Function on Construction – Architecture

Besides utilising learning based approaches it was also speculated on the use of computational resources to programmatically evolve image classifiers at exceptional scale.Queries addressed were: `Could we accomplish solutions with minimal expert participation? How good can artificially-evolved neural networks be at present?

The purpose was to enable evolution at scale function on constructing the architecture. The procedure found classifiers similar to hand made models at that point of time, beginning from the simple networks. This was inspiring since several applications needed minimum participation. For instance some would require improved model though could not have the time in being a machine learning professionals.

The next query that came up was,would a combination of hand-made and evolution perform better than any of these approaches. In a recent paper `Regularized Evolution for Image Classifier Architecture Search (2018) participation took place with the provision of sophisticated building blocks together with good initial conditions.

Scaling of Computation – New TPUv2chips – Google

Scaling of computation had been done utilising the new TPUv2chips of Google. With the combination of up-to-date hardware, skilful knowledge together with evolution the result produced state-of-the-art models on well-known benchmarks for classification of images namely CIFAR-10 and ImageNet. In the paper besides evolving the architecture, at the time of exploring the search space of early condition as well as the learning rate schedules, the population trains its networks.

 This consequence is that the development with enhanced hyper parameters producedentirely skilled models. When the experiments tend to begin, no professional input is essential. The second paper `Regularized Evolution for Image Classifier Architecture Search offered effects of applying evolutionary systems to search space. Mutations tend to adapt the cell by erratically reconnecting the inputs or switching the operations.

Though the mutation tends to be simple, the initial conditions are not. The population tends to get modified with models which tend to adapt to the outer stack of cells.However if the cells in such seed model tend to be unsystematic, there will be no beginning from simple model that eventually would make it simpler to obtain excellent models.

The paper has portrayed that evolution can locate state-of-the-art models which could compete or outdo hand-designs.

Thursday 5 April 2018

Researchers Develop Nanoparticle Films for High-Density Data Storage

Nanoparticle Films
High density data storage gets a boost with the development of nanoparticle films

Data generation in this age is quadrupling with each passing day and we are unable to store or manage the mammoth amount of data at our disposal. Therefore finding an alternative which enables us to store data at longer period of time with great stability has become a critical necessity. Now researchers from Northeast Normal University in China has developed new nanoparticle films which are 80 times thinner than the human hair but can easily help in high density data storage. Researchers have asserted that these nanoparticle films can easily archive more than 1000 times worth of data than the traditional DVD on just a 10 by 10 centimeter large piece of film.

Promises usage from wearable device to deep space

It is a remarkable technology and we are likely to see it being used in the wearable devices in the short time. These nanoparticle films can also store the 3D images of the objects or people which can viewed as a 3D hologram with natural realistic and in-depth details later on. These nanoparticle films can be used in the regular devices and the storage medium developed by its usage is also environmentally stable which means used in the outside condition or can even be utilized in the space conditions where harmful radiations are the way of life.

Storing more and more data by taking less and less space

This new kind of nanoparticle films has been designed specifically for the new age holographic data storage. This data storage hasn't found much support or recognition so of today as it makes use of the laser to create as well as read the 3-D holographic recreation of the data present on the nanoparticle films. It is blazing fast with the ability to write as well as read millions of bits at once which makes the holographic data storage way ahead of its traditional counterparts.

The traditional counterpart are namely the optic and magnetic data storage system which happens to record and read just individual bits at a time with is both time consuming and extremely slow when it comes to huge amount of data.

Holographic approach in the high density data storage allows researchers to record information throughout the 3D volume of the entire naoparticle materials. Herein data is not just recorded on the surface but it also researchers to record multiple data or images in the same given area by simply using the light at varied angles and using different colours. Researchers are also working on recoding holographic images on the titania silver films in order to get the similar performance with lesser effort and higher stability.

At the moment researchers are aggressively planning to test the environmental stability of these nanoparticle films in order to ensure quick and safe real life application of the same in the upcoming days. It will certainly help in removing the data storage woes of millions of users worldwide with simple and easier application.