The German Ministry of Transport is playing a central role in the development of autonomous driving in order to make it both sustainable and safe. Therefore, we are supporting several projects with general interests and benefits. In the Karlsruhe–Bruchsal–Heilbronn region in Baden-Württemberg, Germanyʼs only test field for autonomous driving, which opened in May 2018, enjoys the support of the state government. In addition, as part of the DIAMANT project, a dialog has been maintained since 2018 between users, operators and manufacturers of autonomous vehicles for local public transport. The testing of a fully automated shuttle bus (level 4) with temporary passenger transport is to take place on a bus line in Ludwigsburg. The project “bwirkt” began 2018 and will research the impact of autonomous driving, especially the traffic impact, based on the result of research at the Baden-Württemberg test field of autonomous driving. The results will be applied to a traffic model for the region of Karlsruhe. One important question is whether autonomous cars will cause more or less traffic. A funding program to determine the effects of automated and autonomous driving on traffic is currently being prepared. Some other supported projects, a few involving autonomous driving in public transports system on the road, are finished, in progress or planed.


- Über Uns
Germany-based SysEleven is a proven industry leader in providing reliable yet flexible infrastructure as a service (IaaS) in the public cloud, with a private cloud option. To meet its widely varying customer needs, the company requires a very flexible hardware design. For those customers developing microservices using container technology, SysEleven also offers Kubernetes (k8s) orchestration running on managed infrastructure—which requires affordable high-performance shared storage.
To meet growing customer demand for container orchestration and management, SysEleven needed to design IaaS based on an OpenStack cloud environment, that would serve as the base infrastructure for customers’ managed Kubernetes clusters. The company wanted to create a hyperconverged hardware design, where compute and storage are combined in a single server and could run as a private cloud or in a hyperscaler environment in the background. In a Kubernetes environment, virtual instances typically need access to multiple volumes. In order to fulfill this requirement, SysEleven needed a new, high-performance central shared storage system.
The new all-flash shared storage system is expected to reduce storage TCO by 75 percent, compared to a proprietary storage system. This significant cost saving results from focusing on non-use-case-specific hardware and high-performance Intel® components. Also, the ability to combine compute and storage into a single, hyperconverged infrastructure is highly cost efficient, but more importantly can handle a broad variety of use cases in one bare metal design. The solution is eminently scalable; SysEleven can easily add nodes to a cluster on the fly, with no downtime.
Although the adoption of containerization technology is expanding, deploying and managing containers can represent a significant challenge. One of SysEleven’s goals is to provide Kubernetes cluster orchestration and management for its customers. But because some customers run in SysEleven’s OpenStack cloud, with or without Kubernetes orchestration, some run on hyperscaler infrastructure with SysEleven’s Kubernetes orchestration, and others prefer on-premises deployment, SysEleven’s internal compute and storage resources must be flexible. In addition, SysEleven has received many requests for shared storage driven by a strong demand on Kubernetes orchestrated virtual environments. To accelerate business, SysEleven needed to provide flexible, reliable and high-performance compute and cost-efficient shared storage.
Combining Hyperconverged Infrastructure with Affordable Shared Storage
SysEleven did not want to create several hardware designs for its customers’ various deployment scenarios. Instead, SysEleven chose to integrate several processors into the same bare metal infrastructure. For its IaaS based on an OpenStack Cloud environment, the base infrastructure for managed Kubernetes clusters is a hyperconverged hardware setup. Servers are primarily two-socket, equipped with Intel® Xeon® Gold 6240 processors and four Intel® SSD DC P4610 Series (92 TB). In 2019, SysEleven deployed 28 of these nodes. For customers using SysEleven’s IaaS as a virtual private server system, nodes use the Intel® Xeon® Gold 6140 processor.
A regular SysEleven customer setup consists of a network with multiple worker nodes with direct mounts of several different storage types. With a Kubernetes orchestration many “Pods” are running on one worker node. In order to support data storage in such an environment storage with the “read/write many” capability is mandatory. Instead of going with an expensive proprietary shared storage solution, SysEleven elected to use software-defined storage to combine two different commodity, all-flash storage types in one solution: 50 Intel® SSD DC P4610 Series and 300 Intel® SSD DC P4500 Series—saving up to 75 percent on TCO.1
While setting up the software-defined orchestration for two storage types was a bit tricky, it is seamless for SysEleven’s customers. SysEleven’s managed Kubernetes can mount these shares in Kubernetes Pods.
Offering hyperconverged infrastructure for IaaS combined with all-flash, affordable shared storage is a differentiator for SysEleven and meets an important customer need. SysEleven has deployed 20 nodes (equipped with Intel® Xeon® Silver 4214 processors) of this new offering.


Let’s be honest your car’s dashboard is old and dumb.
Just imagine being back in the pre-smartphone revolution, the days when you dropped your phone and it didn’t crack and still worked. You have just heard about the iPhone and you are amazed but don’t see why you would ever possibly need all those features. When you finally purchase a smartphone you don’t understand how anyone has EVER lived without one. That is exactly the point in time where we are now.
[Tweet “We are staring down the barrel of a technological revolution in the centre console of every car.”]
We have already seen a shift in how cars are made and even what technology goes into cars from car maker, Tesla. The new Tesla cars’ are fully electric but the dashboard is the revolution that you will recognise the most. The centre console is a touch screen display that combines internet access as well as the standard car buttons (such as air conditioning).
The usual phone contract in Australia is about 24 months, in this time the phone you bought would have been superseded by at least 2 models and you are way behind the times. The day you buy your brand new car with all its technology it is already of date, due to the fact is that it takes about 5 years to get from concept to production.
There are really two options:
Option 1 is that you trade in your car every single year so that you can get the latest model and technology (will still be out of date)
Option 2 is where the software runs off the power of your phone. At the end of the day I am sure that nearly everyone in the world would choose to just upgrade their phone and that is why the operating systems are run simply by plugging in your phone.
Option 2 is probably the option you will be going with, unless you are planning to spend your life’s savings on cars.
The dashboard revolution is happening because of the number of deaths on the roads due to texting and drivers being distracted.
“TRIVIAL text messages sent or read by drivers at the wheel have claimed the lives of at least 20 people on the nation’s roads and left many more injured.”- News Limited investigation in 2013
The technology aims to solve the problem of people texting while driving, by having minimal-on screen text and maximum voice control to ensure that you are not tempted to focus on the screen.
At this point in time there are three operating systems (apart from tesla and a few others) that are coming to fruition in the near future.
Google’s new Android Auto was introduced on the 25th of June at their annual I/O Conference. The software brings the voice-activated commands and simple design of Android phones to your car.
Android Auto in the simplest form is a bigger smartphone that is stuck in the middle of your car.
Simply plug your phone into the car via USB then the in-dash screen takes control over your smartphone. A voice-activation button on your car steering wheel (on new cars) will allow you to ask Google for directions or to select a song or radio station.
Android Auto is extremely similar to Apple’s CarPlay.
It is similar in the way that both have steering wheel voice activation buttons (Apple with Siri and Android with Google Now) and apps as the home screen interface. Again, the software is very similar to its iPhone, and requires a user to plug their phone into the car.
At the moment it seems that the Android Auto system has a leg up on the CarPlay system as the Android system has contextual awareness. The Android system can, for instance, offer a less-congested route when you are driving to work, where Apple’s CarPlay does not have this functionality yet.
It is important to note that Apple announced it’s in car system back in March and just recently Google and Microsoft have announced their in-car systems.
One limitation of Apple’s CarPlay is that it requires a iPhone 5 or newer to be compatible with. In other words, if you are thinking about getting the CarPlay you may also have to upgrade to a new phone.
To see Apple CarPlay in action click here.
Microsoft’s in-car system is exactly the same as Google’s Android Auto and Apple’s CarPlay just with a Microsoft looking interface. There is one difference that may actually see Microsoft win the in-car dashboard market. It doesn’t make any difference what OS you are running on your phone it will work with your in-car system.
This means that if down the track you decide to switch from Apple to Android then you won’t have to get your car changed as well; this could be a driving factor in your phone choice (which is probably what these companies want).
The big question is does your smartphone mean you have to pick a certain car?
The answer is yes and no.
At the time of writing this article there are a few automakers who have only signed with one tech company but, it is not going to stay that way.
The idea of eliminating a percentage of the market because of your smartphone choice would go against the basic principles of selling. For example, Apple have a “15.3% market share” and Samsung with a “31.2% market share”, if a company didn’t allow consumers to choose dashboard operating systems then they would be missing out on 15.3% and 31.2% respectively of the market.
We have already seen the announcement from a number of automakers that they will be compatible with CarPlay and Android Auto. Pioneer is also selling aftermarket systems running on the Apple CarPlay operating system, at the end of this year.
Would you buy a specific car because of your smartphone? Which operating system would you want to use in your car?


The Wharton Club of Hong Kong is delighted to launch our first "Wharton Workshop" series on Introduction to Artificial Intelligence, on November 13th (Full Day from 9:15 AM to 5:00 PM including Lunch) by fellow Wharton alumni Kevin Pereira W'06, who also teaches undergraduate and MBA courses on AI and ML at HKUST and HKU business school.
The Wharton Workshop series aims at providing deep subject matter expertise to Wharton Alumni and is focussed towards serious learning, targeting a standard comparable to what one would expect at a Wharton class in Philadelphia.
Artificial Intelligence (AI) has been heralded by many as the next big technological jump for humanity and its practical applications will span across almost every aspect of business and our lives in the future. In this workshop, we will introduce some key branches of AI, discuss important use cases to highlight capability, and dispel common myths. We will then focus on how AI will affect careers going forward and delve into how we can start to future-proof ourselves in a workforce where AI and humans will work together. This workshop is specifically geared to those who are new to AI and will NOT focus on coding/programming (future workshops may cover such topics based on alumni interest). Also, no prior technology or coding knowledge is required. Rather, we will look at the topic from a business perspective with the goal of raising awareness and decreasing the fear that is commonly associated with AI.
Venue: 1501-02, Hong Kong Club Building, 3A Chater Road, Central, Hong Kong
Price: HKD 1,500 including a Yumcha Lunch @ Centricity
Guests: Guests of Wharton Alumni are welcome, but preference will be given to Alumni
Dress Code: Business Casuals / Informal
VERY IMPORTANT Covid Protocols: All participants need to follow all applicable social distancing norms that the venue would impose as per the prevailing Social Distancing norms of the Govt of HK-SAR on the day of the event, including but not limited to: being fully vaccinated prior to the date of the event, using the Leave Home Safe App / QRCode for proof of vaccination, No fever or symptoms, No contact with Covid Suspect, Haven't travelled outside HK in last 14 days, Haven't been in close touch with anyone who has traveled outside HK in last 14 days. Please note that proof of vaccination will be checked at the venue.
Agenda (Full Day 9:15 AM - 5:00 PM):
Registration / Housekeeping (9:15 AM - 9:30 AM)
Session 1 (9:30 AM - 11:00 AM) Introduction to AI and Machine Learning
Why has AI recently become more prominent?
What makes AI truly powerful?
What is Machine Learning?
What are Neural Networks and Deep Learning?
Statistical methods and Algorithms used in Machine Learning
Break (11:00 AM - 11:15 AM)
Session 2 (11:15 AM - 12:30 AM) Introduction to Natural Language Processing (NLP), Machine Vision and Robotics
What is Natural Language Processing
What is Machine Vision?
What is Robotics?
What are use cases of the above in business and our personal lives?
Lunch break (12:30 PM - 1:45 PM): Yumcha Lunch at Centricity, Chater House (5 minute walk from Workshop venue)
Session 3 (1:45 PM - 3:00 PM) The AI ecosystem
Who are the main providers of cloud and AI services?
Introduction to a technology stack and its main components
What is edge computing and why might some businesses use that instead of the cloud?
Break (3:00 PM - 3:15 PM)
Session 4 (3:15 PM - 5:00 PM) Our future with AI
Job/Task Automation - What will go, what will stay, and what new jobs might we see?
AI's impact on our careers - How do we future proof ourselves?
What is 5G and how will it be an enabler for AI?
Kevin Pereira W'06, is currently a Managing Director at Blu Artificial Intelligence, a consulting firm that specializes in Artificial Intelligence. After growing up in Hong Kong, he started his career in Private Banking with Citi in New York. He then moved back to Hong Kong and joined Bank of New York Mellon’s Asset Management business, where he helped to start a new group that specialized in products tailored to High Net Worth Individuals. After obtaining his MBA, Kevin worked at a technology startup in Myanmar that was building internet infrastructure which included fiber optic, cell towers and data centers. Kevin is also a Part-time lecturer at the University of Hong Kong (HKU), where he teaches an MBA course titled, “Artificial Intelligence for Business Leaders”. At the Hong Kong University of Science and Technology (HKUST), he teaches “Big Data in Finance” and “AI in Marketing” to MBAs and other Masters’ students.
Kevin graduated with a Bachelor of Science in Economics with concentrations in Finance, Management and Marketing from the Wharton School at the University of Pennsylvania. He also has an MBA from INSEAD.


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Organisation Name: Allahabad Bank
Name of the post: Probationary Officer
Vacancies: 1600 (UR-800, OBC-432, SC-240, ST-128)
1) Graduate in any discipline from a recongnised University/Institution.
2) Working knowledge in Computer Operation with Certificate /Diploma /Degree in Computer operations.
Age Limit: 20-30years as on 01.07.2011
Pay Scale: JMG Scale I salary i.e, Rs. 14500/- to 25700/-
How to Apply: Candidates may apply online Here between 18.02.2012 to 10.03.2012.
Opening Date for ON-LINE Registration of Application on website- 18.02.2012
Closing Date for ON-LINE Registration of Application on website- 10.03.2012
Last date for Editing Application Details-14.03.2012
More Details: For more details Click Here


90% of network failures are attributed to network hardware or cable problems. That is why Cabling is the most important part of any Network Integration And Installation.
Similar to the human body’s central nervous system, cabling is like the digital nervous system – responsible for ensuring the system performs productively and efficiently.
A reliable, cost-effective and efficient cabling installation is key to any Network Operation. The installation of any cable system requires skilled knowledge, and at USA Electronics, Inc., we can pledge to you top of the line cable installation so your entire network performs smoothly for optimum results.
We offer a variety of Cabling services, each with the appropriate mounting specifications:
- Data / Network
- Video Surveillance
- Home Theatre
- Fiber Optic
No matter which options you require, you can be assured your office, home, and/or factory will be operating like a well-oiled machine.
We have been in business for 23 years, providing Cabling Installation since the start of our business.
- We use name-brand materials and do not cut corners
- We use only Planum Quality data cables which do not emit dangerous gases in case of fire
- We organize and label all the cables and cable ends, data outlets, and wall plates
WE STAND BEHIND THE WORK WE DO
Please contact us for more information
Call Us Today
FAX 214 349-4689


30 Day Free Trial
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Version 1.64 Build 1051
Registered Users Can Update By Installing The Trial
Build 1051 fixes an important issue where some users have received an error when creating a new visit. Please install this update ASAP.
MD5 Checksum: 1882cef8384d11d24d060b5a3e6150c3
SHA-1 Checksum: f527e76e18555ea09f92b256ac94d6a969f47271
Uninstall instructions: To remove the software, go to Control Panel -> Programs and Features. Click on Family Health Care Manager and select Remove.
Missing Runtime Error?
- FHCM now requires the Microsoft Visual C++ Redistributable 32 bit for Visual Studio 2015.
- If you get an error about missing VCRuntime140.dll, you’ll need to install/reinstall it.
- For your convenience you can download it from our website here or direct from Microsoft here (make sure to get the 32 bit version)
- Note: There are many different versions of the Visual C redistributable, so even if you think you installed it, you may not have the particular version needed. (You don’t need to uninstall any existing ones).
- Pentium 4 ; 1 GB of RAM (2GB preferred)
- At least 200 MB free space on local drive
- SVGA (1024 x 768) or higher resolution video adapter and display;
- Windows 7, Windows 8, Windows 8.1, Windows 10, WIndows 10.1 (32bit and 64 bit)
- NOTE: Win XP no longer supported
Registered License Holders
The conversion process requires a few steps, but you only have to do it once.
- First, find your order ID. It was in the email you received from MyCommerce/DRI/Regnow when you purchased your license.
- Next, enter your order ID in the search box below.
3. Copy and save the activation key.
4. Go here and scroll down to My Account. Enter your activation code and click Get Info.
5. Click Edit, and fill in the requested information (phone number and company are not required)
(Your information will not be used for anything other than maintaining your license and account. It will never be sold or provided to any other party.)
6. Click Update and then click Logout.
7. Last step: Start your new copy of FHCM. Enter your activation code in the space labelled “DRI License Code”. Click Activate. If everything worked, your copy of FHCM is now licensed and future updates will retain the license until the next paid update.
As usual, if you run into any problems, write us at firstname.lastname@example.org.


Return to list of success criteria
Foreground and background colors can be selected by the user.
Width is no more than 80 characters or glyphs (40 if CJK).
Text is not justified (aligned to both the left and the right margins).
Line spacing (leading) is at least space-and-a-half within paragraphs, and paragraph spacing is at least 1.5 times larger than the line spacing.
Text can be resized without assistive technology up to 200 percent in a way that does not require the user to scroll horizontally to read a line of text on a full-screen window.
Instructions: Since this is a multi-part success criterion, you must satisfy one of the numbered items for each of the requirements below.
Not interfering with the user agent's reflow of text as the viewing window is narrowed (General, Future Link) OR
G146: Using liquid layout AND using measurements that are relative to other measurements in the content by using one or more of the following techniques:
C12: Using percent for font sizes (CSS) OR
C13: Using named font sizes (CSS) OR
C14: Using em units for font sizes (CSS) OR
Using a hover effect to highlight a paragraph, list items, or table cells (CSS) (future link)
Presenting text in sans serif font or providing a mechanism to achieve this (CSS) (future link)
Using vertical (bulleted or numbered) lists rather than inline lists (future link)
Using upper and lower case according to the spelling conventions of the text language (future link)
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Managing your own website is more difficult than it seems. A person without administration experience quickly discovers that there are not enough clients, resources are wasted, and the return does not correspond to the effort made. There are different ways to fix this: modern software is diverse and approaches the problem from different angles. A good solution is to use a hosting control panel.
Ispmanager is a website and server management panel. Intended for developers, website owners and administrators, as well as for providers and server owners providing virtual hosting. Significantly simplifies work and allows you to monitor each process in real time.
The equipment is not cloud-based, but requires a license, the type of which determines the number of connected domains and subdomains. There is a free trial period of 14 days. There is also an online demo that does not require installation, but has somewhat reduced functionality. The web panel is installed in the root files of the server (it is recommended to provide it with more space) and starts working when the browser starts. Supports all major browsers, including Yandex, so it is suitable for the vast majority of users.
The developer is a Russian company based in Irkutsk.
Ispmanager is a universal solution for a wide range of tasks. He can:
- simplify website and server management;
- save history of changes;
- automatically save backups once a week;
- increase security with built-in security tools;
- monitor the load on the RAM, processor, and hard drive.
The software significantly facilitates the administrator’s work, reduces some of the tasks from technical support, allowing it to be relieved a little. Supports useful integrations. Ispmanager provides a number of paid modules and SSL certificates that expand the capabilities even further. You can design your own modules using the API. In general, a good programmer is able to greatly modify Ispmanager, because the web panel is written in the popular programming language C++.
The interface is intuitive. Many companies claim that their program is easy to understand, but Ispmanager backs up its words with action: no training is required. And if difficulties suddenly arise, you can always contact the documentation section. It is written in extremely simple language, without a ton of terminology, and is quite understandable to the most inexperienced user.


Last year when we decided to create Bin It!, the recycling game for iPhone and iPad, we were looking to combine the entertainment value of a colorful, visual, fun mobile app with useful information about plastics recycling to help people really connect with and get excited about recycling.
The initial launch was so well received and the game has been so popular that we’re now expanding and updating the app with some exciting new features and partners.
And, what you recycle virtually can add up to real world rewards from Recyclebank®. Gamers playing Bin It! earn Recyclebank® points redeemable for savings on products from Recyclebank’s hundreds of reward partners.
Download Bin It! today and try out your recycling skills, and don’t forget to rate the game and tell us what you think.


Simon is most frequently instructed in general commercial disputes, but has specialist expertise in those concerning commercial and residential real property, mortgages and security and in connection with company and partnership matters, insolvency (both individual and corporate) and probate and the administration of estates. Simon’s practice also encompasses related professional negligence matters and he has significant experience of Information Technology disputes, from large infrastructure projects to the construction of software licence agreements and disputes surrounding the technical capabilities of network hardware. Simon is well-familiar with disputes involving highly technical expert evidence and/or delay analysis.
Simon’s practice has always included a significant element of arbitration work. Recent instructions as counsel include acting on behalf of a UK government department in an extremely high value, complex and long-running arbitration following the termination of a major IT infrastructure project. He is a Fellow of the Chartered Institute of Arbitrators.
Please see Simon’s Privacy Notice here.


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What good is free Internet if you don’t have a cheap laptop, tablet, or desktop computer to use it with? I guess it was inevitable that Jenny would ask us if we knew how to get low cost computers as well. That’s what this post is all about: the best places to buy a cheap laptop or desktop computer!
Fortunately, there are a few options for obtaining cheap laptops and cheap desktop computers.
Here’s what we’ve found so far. Know something we missed? Let us know in the comments!
EveryoneOn.org believes that “there is no way to achieve the American dream without being connected to the Internet.” In a world where one in four households lacks home Internet access, EveryoneOn.org connects users with affordable Internet, affordable computers and computer literacy programs.
Using this service is simple. Just visit EveryoneOn.org, enter your zip code, select whatever criteria apply to you (such as low income, SNAP benefits, etc) and see what is available to you in your area!
Look for discounted computers (like refurbished laptops or off-leases).
Retailers and manufacturers often sell good machines at a discount. These machines usually include warranties but are discounted for various reasons.
- Refurbished laptops and other machines have been owned previously but were returned due to some sort of malfunction. They’ve been fixed up and are working again… but they’re always sold for less.
- Scratch and dent laptops and other machines have surface damage. They may have scratches, dents or other cosmetic flaws but they still function perfectly. However, they are less attractive so they’re sold for less.
- Corporate off-lease laptops and other machines have been returned following a lease period. Often, companies will lease machines for two to three years and then return them for an upgrade. Refurbished business laptops are often a better quality than other refurbished machines because they were used for business and weren’t returned because of a defect.
Buy used machines from the government.
Government surplus stores can be a great source for used but still functional computers. At our local state surplus store, we can usually snag a decent laptop or desktop computer for $50 or less.
If travelling to your state’s surplus store is not an option, you can still browse sites like GovDeals.com and PropertyRoom.com.
Get a cheap laptop, desktop or tablet from your low income Internet service provider.
If you’ve read our posts about low income Internet programs, you know that some low income Internet service providers also provide access to cheap computers.
Here are some of the deals we’re currently aware of:
- Comcast offers cheap laptops and desktop computers for just $149.99! The computer you receive will a computer outfitted with Microsoft Office and Norton Security Suite. Get details about the computer specs right here. Payment plans may be available. You can purchase this computer at any time as long as you’re an Internet Essentials customer in good standing.
- CenturyLink offers white, 16 GB Apple iPad Mini 2 tablets for $150 (plus shipping and handling), but the entire price must be paid before shipping and you have to sign a 24 month contract.
Wait for Black Friday or another major discount.
If you really want to buy new, Black Friday is always the best time to buy. However, you can usually get cheap laptops on sale (as well as tablets and desktop computers) just after the back-to-school shopping season ends.


Virtual Library Innovations
December 1, 2020
2020 and the ongoing pandemic has immersed all of us deeper into the digital world. It made WiSCI wonder… What’s new, what’s the future hold, and how can we best implement these innovations into our explorations of the world. CSU and Fort Collins are fortunate to have pioneers in Library and Digital Sciences at the helm of our library systems.
Join us for a conversation about:
- How to use new technologies appropriately and effectively.
- How augmented and virtual reality can be embraced to innovate research, teaching and learning.
- How sharing your research data can be beneficial to your career.


We are one of the most experienced Managed Services Provider (MSP) in the market. Our Help Desk Operation Center operates 7x24 throughout the years and it follows the ITIL and ISO20000 Standards.
Our Managed Services cover over 30 major cities in Asia Pacific and the Rest of the World for our customers’ operations:
Function One aims to provide you a GLOBAL-ONE concept so that our managed services can serve all your regional offices in a simple and consolidated view, e.g. dedicated multi-lingual hotline, online help desk ticketing system, customized support workflow, local communication with your IT suppliers, etc.
Function One Managed Desktop (Cloud VDI) provides hosted desktop service to end users, storing, securing and backing up a user’s data. Customer can focus to grow the business and leaving us to help to maintain and support your desktop environment.
Function One Security Operation Centre (SOC) Service provides 7x24 Proactive Monitoring with Security Analysis and Incident Response by our Security Analysts in our SOC centres in Hong Kong and China. We also provide device management and consultancy service for a wide range of security technology solutions in the market in order to ensure an end-to-end operational efficiency.
Our Managed Cloud Services allow you to enjoy the power of Cloud Computing without the pain of becoming an expert in everything. We help customer to manage the area that you do not want to manage yourself in-house.


THOR operates featuring the open standard CANopen CiA 417 for its bus-system solution, making it widely interoperable with all the various CiA 417-compatible parts and devices being already on the open market.
We believe in the Open Source idea where using software comes with certain rights, but also certain obligations. Because of that we decided to open the CANopen stack used in the THOR system, as well as the Toolbox to all the members of the NeXt group, giving them the opportunity to use and contribute.
As a member of the NeXt group, we think it is absolutely vital to the smaller businesses in the lift industry to stick together to be able to get our products out on the market. The open source-technology is a big part of this and it is what makes it possible for us to cooperate on standards and compete on implementation.
Being open minded does not mean publishing the companies 'gold treasures'. It means that we have understood that we need to standardize the interfaces and the platform in order to provide a complete application solution to the customers, instead of being only suppliers.


Satish Tripathi, President of the University at Buffalo
An internationally distinguished researcher and higher education leader, Satish K. Tripathi, PhD, was appointed the University at Buffalo’s 15th president in 2011.
Tripathi served as UB’s provost from 2004-2011. He was dean of the Bourns College of Engineering at the University of
California-Riverside from 1997-2004. Previously, he spent 19 years as a professor of computer science at the University of Maryland, including seven years as department chair.
Tripathi graduated at the top of his class from India’s Banaras Hindu University (BHU). He holds a doctorate in computer science from the University of Toronto and three master’s degrees — one in computer science from the University of Toronto and two in statistics from the University of Alberta and BHU.


As a freelancer, making sure your work and records are backed up is vital. Losing valuable documents can get you in trouble with everybody from clients and editors to the tax man. I tend to double up my backing up, using both an external hard drive and online cloud services. This may seem like overkill, but you only need one massive hard drive failure to leave you in a real mess.
The other great thing about cloud storage is that you can access your files from any computer, so wherever you are, you can find your work.
Google Drive is great for volume and reliability, but the user interface leaves a lot to be desired. It is not at all intuitive, and things can be difficult to find.
Dropbox is fantastic in many ways, but the free storage is very limited, and even if you successfully refer a new user you only get 500MB in return. It becomes quite expensive if you want to back up more substantial amounts of data, and as your business grows, Dropbox can become prohibitively pricey.
So I was excited to see that there’s a new player in the market. Called Copy, new users get a vast 15GB free, and if you sign up through my affiliate link, we both get an extra 5GB storage space. It works in a similar way to Dropbox, in that when you install it on your computer you get a folder on your computer specifically for your Copy files, and you can copy or move files into it, which are then uploaded to the cloud servers.
It’s easy, and files are kept absolutely private by default, although they can also be shared with others easily. One particularly nice touch is that in folders you share with colleagues or friends and family, the storage space is divided between those who use the folder, rather than each user having to account for the entire amount.
It seems like it has taken all the best bits of Dropbox and made it much more accessible by offering storage space that equates more closely to the amount of data users have to back up nowadays.
I will no doubt continue using Dropbox for really crucial files, and Drive is essential to managing a lot of my collaborative work with others, such as the podcast. But for my more day-to-day backup needs, I’m pretty excited about Copy, and am keen to see how it develops from here.
At this stage it’s stable, has good privacy settings by default, and the free allowance is generous. 15GB to start is great, but make it 20 by signing up via this link. Go on, it’s definitely worth exploring.
(Image credit: Stuart Miles)


Do you need web or mobile software to fulfill your business plans?
With Talcott Systems, LLC as your Development Partner, you can rest assured we will develop and support your web software or cloud-connected mobile applications on time and in budget using modern, agile methods.
Our principal, Steven Talcott Smith, has developed Internet applications and systems since the early 1990s.
|Our technical expertise include:||Our services include:|
|* Ruby on Rails||* Application Design|
|* Adobe Flex||* Software Development|
|* Mobile Development (iPhone, android)||* Performance Tuning and Optimization|
|* Cloud Computing||* Deployment|
|* Social Networking||* Troubleshooting & Scaling|


I am the owner & NLP/ML engineer of Octanove Labs. My background is Natural Language Processing and Machine Learning, with a focus on language learning and Asian language processing.
Formerly, I was a Senior Machine Learning Engineer at Duolingo. I also worked as an engineer/researcher at Baidu, Microsoft Research, and Google.
I love language and technologies, and help people connect the two. For more info about me, see my personal website.
I'm available for contract work. If you are interested in discussing how I can help with your NLP/ML projects, let me know!


- This website uses encrypted data and uses a third party for credit card transactions.
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Welcome to our webpage on computer upgrade services in Northern Kentucky!
If you’re looking to improve the performance of your computer or need to upgrade specific components, you’ve come to the right place. Our team of skilled technicians is here to help you get the most out of your computer and ensure that it meets your needs.
We offer a range of services, including upgrading RAM, replacing hard drives, and installing new graphics cards. We can also assist with software upgrades, system updates, and virus removal. Whether you’re a gamer, a creative professional, or simply looking to improve your productivity, we have the expertise to help.
We have years of experience in the computer industry and stays up-to-date with the latest hardware and software trends. We only use high-quality components from reputable brands to ensure the longevity and reliability of your computer.
We understand that every customer’s needs are unique, so we offer personalized solutions tailored to your specific requirements. We’ll take the time to listen to your concerns and provide you with expert advice on the best course of action.
Our commitment to customer satisfaction is our top priority. We pride ourselves on providing friendly and professional service, and we’re always happy to answer any questions you may have.
If you’re ready to take your computer to the next level, contact us today to schedule an appointment. We’ll work with you to create a customized upgrade plan that fits your budget and meets your needs. Thank you for considering our computer upgrade services in Northern Kentucky, and we look forward to hearing from you soon!


How it works
Try it out
What you need to use this API
Business Account Insight
Request real-time foreign exchange rates on the world’s most traded currencies.
Convert currencies against real-time quotes and retrieve information on the status of your trades.
Prevent risk accumulation by micro-hedging small foreign currency exposures.
This API is available to corporate customers who specifically want to execute a high number of foreign exchange transactions in small amounts. Companies that typically face these challenges are: travel agencies, tour operators, and payment service providers.
Other companies that can benefit from using this API are firms that look for high levels of automation. This API facilitates integration with ERP and in-house Treasury systems. Together with the Account Information and Payments Initiation APIs from ABN AMRO, customers can automate complete payments and FX hedging workflows.
To use this API in a production environment, you must have the following:
This API can be used by ABN AMRO Corporate Customers.
This API is available internationally.
If you are conducting international business, it is essential to know if that deal is still attractive when converted to Euro.
To learn more about how the FX Trade API can help you to automate your treasury activities, check out this video.
Implement the FX Trade API into your application and make it visible to the user.
Request real-time rates and quotes from ABN AMRO for the world’s most traded currencies.
After initiating a request, you can retrieve information on the status of your trades.
1. Start building your application in the sandbox.
2. Get a FX Trade contract.
3. Request production access at ABN AMRO.
Receive automated transaction data from your bank account.
Initiate payments and retrieve information on the status of corporate account transactions.


Technology to Light the City
Through this project, students put their fundamental knowledge of electronics into practice. In the City of Lights Infrastructure, the basic concepts of conductivity, resistance, voltage, and switches are reimagined as circuit design tools. Conductivity is used to build a pressure-sensitive roadway, voltage is used to create a contour map that lights up, and resistance is used to limit current through the street lamps.
Instructions are included for each structure in the city starting with a Circuit Scribe lesson and then moving on to a Tinkercad or video tutorial showing you how to create a physical model around that circuit.


Electronics are all devices controlled by integrated circuits. They include computer hardware, televisions, audio equipment, game consoles, landline and mobile telephones, timepieces and related equipment, whether used at home, while travelling or in the office. For our purposes, the category includes software, but not white goods (as defined in Wikipedia:Major appliance) or security systems.
This category is for articles about specific models of electronics products. Products should be added to the subcategories below, rather than directly to this category, unless they are of a completely unique type.
All items (7)


More than just an overhead garment rail system, SLIM Garment Overhead Conveyor offers automated garment handling solutions designed to optimise workflow and maximise productivity. The system can be easily modified to suit any change or expansion in the Laundry Process, Pressing & Finishing, Quality Control, Sorting, Assembling & Packing line. Production processes can be monitored based on real-time data captured which allows effective cost management.
With shorter production leadtime and improved workplace ergonomics, handling efficiency is expected to increase by 30%.
With a computer server supporting up to 30 workstations and programmable traffic route control, garments are seamlessly transferred and distributed between various workstations in different sections - pressing & finishing, quality control, sorting, assembling & packing, which eliminates operator’s movement.


Pioneer VSX-LX-505 9 Channel AV Receiver
- Get in touch for a Discounted Price
- Authorised Pioneer Partner in India
- Brand New in a Box Unit(s)
- Price is inclusive of all taxes
- Official Pioneer India Warranty
Country of Origin:
Country of Origin:
Featuring up to 11.2 channels and 120 watts of power per channel, IMAX® Enhanced Audio, and Dirac Live® Room Correction, the Pioneer VSX-LX505 ELITE 9.2 Channel AV Receiver delivers multi-dimensional excitement to your home theater. Equipped with Dirac Live® Room Correction, the VSX-LX505 adjusts the sound according to the space and speakers while offering improved musical staging, dialog, and deeper bass.
Go beyond an experience confined to one room – the Pioneer Elite VSX-LX505 AV receiver brings cinema-quality sound and images to multiple rooms for real home entertainment.
1.5 year manufacturer's warranty
DIRAC LIVE ROOM CORRECTION
State-of-the-art digital room correction technology improves overall audio performance across the full frequency band with no additional upgrade required. Dirac Live automatically calibrates sound in your room using either your smartphone and the included wired mic, or go virtually wireless with the Dirac Live PC or MacOS* application, and a 3rd party USB mic (not included). Dirac Live unlocks your loudspeakers’ full potential in any listening space and delivers a uniquely pristine listening experience. Now, you will get a more accurate measurement of the positions of your Surround Sound system to be more precise and balanced to provide a better result with increased the upper limit of delay time from 20 milliseconds to 50 milliseconds.
HDMI® 2.1 WITH 8K
HDMI® 2.1 is the most recent update of the HDMI® spec and supports a range of higher video resolutions and refresh rates including 8K60 and 4K120, as well as Dynamic HDR formats. 8K delivers a super-immersive viewing experience with 2x the horizontal and vertical resolution of 4K, and 4 times as many pixels; and combined with 60Hz refresh rate enables smooth and sharp viewing of content with high-speed action. HDMI 2.1 with 8K ensures your system is ready for the clearest and cleanest picture available both now and down the road.
ULTIMATE 4K GAMING EXPERIENCE
4K/120 enables ultra-fast motion UHD images to be crisp and razor-sharp; and sports, action movies, and high-performance gaming benefit significantly. This receiver supports higher performance from streaming devices like the latest Apple TV.
IMAX® ENHANCED MODE
IMAX digitally re-mastered content for the home environment is created to provide the same sharp 4K HDR images and powerful sound just as the filmmaker intended. Pioneer Elite’s IMAX Mode is meticulously optimized to play digitally remastered content to deliver the best viewing and listening experience on Earth.
Pioneer VSX-LX505 Dolby Atmos 8K AV Receiver and User documentation
|541 x 310 x 487 mm
|6 ohms, 1 kHz, THD 10 %, 1ch Driven
|8 ohms, 20 Hz-20 kHz, THD 0.08 %, 2ch Driven FTC
|Dolby Atmos®, Dolby Surround Upmixer supports DTS Formats
|DTS:X®, DTS Neural:X® Upmixer supports Dolby Formats
|Dolby Atmos Height Virtualizer
|Dolby® TrueHD, Dolby Digital Plus
|DTS-HD Master Audio, DTS-HD High Resolution Audio, DTS 96/24, DTS-ES, DTS Express
|DSD Disc (SACD) Playback via HDMI
|2.8 MHz/2 ch, 5.1 ch
|Digital Quad-Core 32-bit DSP (Cirrus Logic) + Aureus™ floating-point DSP (TI)
|192 kHz/24-bit D/A Conversion
|Enhanced Audio Return Channel (eARC) on HDMI Out (Main)
|Advanced MCACC Auto Room Tuning
AutPhase Control Plus, Subwoofer EQ, Multi-point Standing Wave Control
|Dirac Live® Room Correction
|Advanced Sound Retriever (2ch)
|Advanced Surround Modes
Classical, Unplugged, Entertainment Show, Drama, Advanced Game, Action, Rock/Pop, Sports, Extended Stereo, Mono Music, Front Stage Surround Advance
|Support HDMI 2.1 with 8K
VRR (Variable Refresh Rate), ALLM (Auto Low Latency Mode), QFT (Quick Frame transport), DSC (Display Stream Compression), and QMS (Quick Media Switching) pass-through
|Dolby Vision Compatible
|Ultra HD Upscaling
|4K to 8K, 1080p to 8K/4K


Public Access Computers are provided as a free service through the Village of Jemez Springs. All patrons, including children visiting the library, are subject to the Library Code of Conduct.
- Use of public access computers is free.
- Computer use is on a first-come, first-serve basis.
- Printing is 10 cents per page.
- All patrons must sign in at the Librarian’s desk.
- Respect the 30 minute time limits. If no one is waiting your session will automatically be extended in 10 minute increments.
The computers are configured so that when rebooted all changes are erased and everything is reset to a default configuration. This means nothing can be permanently saved to the hard drives, including viruses or other malware.
Please save your work on a personal USB hard drive (aka memory stick, jump drive or flash drive). You can also save your files in “cloud” based storage services like Dropbox, Box.com, and Google Docs. Additional public resources can be found here.
Because Internet contents are not controlled or regulated, the library is not responsible for monitoring or validating information obtained from the Internet.
The library is not responsible for any inadvertent exposure of minors or adults to potentially offensive materials on library connections. The library is not responsible for what a minor or adult may access on the internet. While the library does have filters in place and will attempt to prevent children from accessing the internet without a parental permission, the library assumes no responsibility for a minor’s unauthorized access to the internet. Internet access is the sole responsibility of the parent or guardian.
Misuse or abuse of library resources may result in loss of Internet and/or library privileges.
When you have finished your computer session please logoff so it is available for the next patron.
Thank you for your cooperation!
* Unfiltered access will be provided upon request by adults for research or any other lawful purpose. Users are expected to show courtesy to other patrons and respect for individual privacy.


End-to-end OMR Printing and Scanning Solutions: which includes printing of scripts and scanning of answered scripts are offered to clients who wish to conduct examinations in this format.
OMR technology is fast replacing manual checking of answer sheets due to the following challenges faced by examination conducting institutes and all its stakeholders:
Manual intervention while checking and marking examination answer sheets is a tedious process often prone to errors. Such inaccuracy is inescapable and proves detrimental for student’s academic and professional progress.
Since the sole-decision to evaluate an answer sheet lies with the examiner, the marks allotted are sensitive to personal bias and animosity, and can directly impact student’s performance in terms of grades and score cards.
Innovative View provides this service specifically to educational institutions and other organisations which conduct examinations. Owing to our vast experience in this sphere and adequate inventory of high-end printers and scanners, we can efficiently handle contrasting orders with as less as 1000 sheets per order to more than 5,00,000 sheets.
Once the process is completed, results are provided to the clients in PDF, excel and/or XML-formats. Keeping in mind the critical nature of this procedure, the printing/scanning can be carried either at the client’s site or at Innovative View, as per the client’s requirements.
Coloured or black-and-white OMR sheet that contain index points; markings on it can be easily detected even if it is very light
Consist of two sheets, original has to be submitted at the end of the exam and the other is a copy which can be retrieved by the student.
These sheets are pressure-sensitive and require markings to be made in certain way in order to be detectable.
OMR (Optical Mark Recognition) scanners collect data from the sheet while scanning itself by measuring the reflectively of light at predetermined positions on a surface.
OCR (Optical Character Recognition) is the recognition of printed or written text characters by a computer’s application software using an optical scanner for input.
Based on the nature of examination and the specific requirements raised by the examination conducting body, Innovatiview designs and prints all examination related documents including application forms, question papers and answer-sheets. While carrying out this task, additional elements for security and identification like barcodes, serial numbers and holograms are added to the documents.
On completion of examination and collection of data from the candidates, the documents are scanned by Innovatiview and the OMR software is configured to extract the said data.
Based on the solution sets provided by the client, the extracted data is tallied and the scores for each candidate is generated in pdf or excel format. Such results are then stored in a database along with student’s details.
Based on client’s requirements, the examination scores are conveyed to students by Innovatiview through SMS and/or display on website. If required, Innovatiview provides a statistical overview of the examination as an additional service.
OMR technology has been of great use in this sector and has saved the examination industry from various malpractices and inaccuracy. Following are the exhaustive list of benefits:
Since this solution eliminates manual intervention in evaluation of answer scripts, it serves as an absolute technique leading to multi-fold enhancement in accuracy.
Personal bias no longer serves as a factor post implementation of this technique, thus helping in minimizing fraudulent activities such as tampering of answer sheets.
Automation of the evaluation process ensures time is saved and also proves to be more cost-efficient in the long run.
The technique enhances scalability in terms of evaluation and result generation at no extra cost by removal of manpower requirement from the entire process.


Come4Buy.pk offers you the best Samsung Galaxy Note 7 Edge price in Pakistan! What are you waiting for? Start carting and shopping only at Come4Buy.pk
We rethought the Galaxy Note from every angle. A dual-curved screen so you can do more, better and faster. A rounded back so you can hold the 5.7-inch Note comfortably in the hand while using the S Pen. And continuing with the legacy of our previous Galaxy phones, we made the Galaxy Note7 Edge water resistant. This time not just the device, but also the S Pen. So you can carry on using your phone wherever you are.
When you're always on the go, it's often difficult to find the right time and place to unwind. That's why we turned the Galaxy Note7 into the ultimate entertainment device, giving you access to the most realistic HDR videos and the most visually intense Vulkan API games. So you can switch off and relax even if it's just for a short period of time, even when you're in transit.
|SCREEN SIZE||5.7 inches|
|RESOLUTION||1440 x 2560 pixels|
|DIMENSIONS||153.5 x 73.9 x 7.9 mm|
|OS||6.0.1 (Marshmallow), planned upgrade to v7.0 (Nougat)|
|CHIPSET||Qualcomm Snapdragon 820|
|PROCESSOR||Dual-core 2.15 GHz Kryo & dual-core 1.6 GHz Kryo Quad-core 2.3 GHz + quad-core 1.6 GHz|
|PRIMARY||13 MP, f/1.7, 26mm, phase detection autofocus, OIS, LED flash|
|SECONDARY CAMERA||8 MP, f/1.7, 22mm, dual video call, Auto HDR|
|VIDEO||2160p@30fps, 1080p@60fps, 720p@240fps, HDR, dual-video rec.|
|WIFI||Wi-Fi 802.11 a/b/g/n/ac|
|BLUETOOTH||v4.2, A2DP, EDR, LE|


Atelier Web Firewall Tester
Atelier Web Firewall Tester is a tool for probing Personal Firewall software strengths against outbond attempts from network trojan horses and other malware or spyware.
This will help you tweak your existing Personal Firewall software for improved protection or make a rational choice of a PF...
|License: Shareware||Cost: $19.95 USD||Size: 1.17 MB||Download (102): Atelier Web Firewall Tester Download|
The Firewall Tester (FTester) is a tool designed for testing firewalls filtering policies and Intrusion Detection System (IDS) capabilities.The tool consists of two perl scripts, a packet injector (ftest) and the listening sniffer (ftestd). The first script injects custom packets, defined in...
|License: Freeware||Size: 30.72 KB||Download (82): Firewall Tester Download|
FTester (The Firewall Tester) is a tool designed for testing firewalls filtering policies and Intrusion Detection System (IDS) capabilities. The tool consists of two perl scripts, a packet injector (ftest) and the listening sniffer (ftestd). The first script injects custom packets, defined in...
|License: Freeware||Size: 30.72 KB||Download (99): FTester Download|
Atelier Web W-Scope (AWWS) provides the sort of integrated information about your system you will find useful for security auditing and performance tuning purposes.
The ability to see hidden and invisible windows is a pioneering development from Atelier Web. Up to 99% of the total number of...
|License: Shareware||Cost: $39.50 USD||Size: 1.17 MB||Download (42): Atelier Web W-Scope Download|
BPS Internet firewall stops Hackers, Trojans, Spyware, Viruses, DoS attacks & data thieves & protects your PC from Internet-borne threats. Put a secure barrier between your hard drive & hackers, whether you use a dial -up, ISDN, DSL or cable connection. Meets your requirements for Internet...
|License: Shareware||Cost: $29.99 USD||Size: 3.94 MB||Download (211): BPS PC Internet Firewall Security Download|
HTTP Test Tool is a script based tool for testing and benchmarking web applications, web servers, proxy servers and web browsers. httest can emulate clients and servers even in the same test script. Emulating servers is a unique feature, very usefull for testing proxy servers, web browsers and...
|License: Freeware||Size: 1013.76 KB||Download (34): HTTP Test Tool Download|
Lets you manage servers and workstations from your local computer. AWRC does not require that you install any software on the remote machine. This turns the software particularly useful for accessing remote machines without any previous preparation.
AWRC provides lots of powerful tools for...
|License: Shareware||Cost: $59.95 USD||Size: 2.5 MB||Download (1231): Atelier Web Remote Commander Download|
Web-enabled, protocol-independent solution for fast remote and local access to the NetWare console protected with ultra-strong encryption and eDirectory authentication. Remote access the console is possible via the web, firewall, Linux machines, NetWare Remote Manager, ConsoleOne and NWAdmin....
|License: Commercial||Cost: $345.00 USD||Size: 13.16 MB||Download (128): AdRem sfConsole Download|
* Real-time mapping of ports to processes (applications and services)!
* History since boot-time of all TCP, UDP and RAW ports open through Winsock and respective mapping to processes!
* Log since boot-time of data sent and received (up to 500 MB) by above ports!
* Sophisticated archiving...
|License: Shareware||Cost: $35.50 USD||Size: 4.05 MB||Download (215): Atelier Web Ports Traffic Analyzer Download|
AWSPS features a very comprehensive set of tools, some of them unique, for in-depth assessment of Network Security, namely 2 TCP port scanners, 1 UDP port scanner, 1 NetBIOS scanner, comprehensive Local Host and LAN information, NSLookUp, Ping, Finger and much more.
|License: Shareware||Cost: $32.50 USD||Size: 1.33 MB||Download (223): Atelier Web Security Port Scanner Download|
AWSMS Pro uses the modem already installed on your PC to send GSM SMS messages. You don't need to muddle with cables and infrared devices, you don't even need a cellular phone, the messages are sent directly to a SMSC (Short Message Service Centre) which in turn dispatches them immediately to the...
|License: Shareware||Cost: $32.95 USD||Size: 1.04 MB||Download (221): Atelier Web SMS Pro Download|
Photo Editor Max is a professional quality image editor and viewer program for Windows. Open your photo, edit in several ways, apply effects and save. You can also capture any part of your computer screen and edit it to enhance communication and share easily.
Product Highlights :
Platforms: Windows, Windows CE
|License: Shareware||Cost: $39.95 USD||Size: 2.8 MB||Download (119): Photo Editor Max Download|
AWRCP (Atelier Web Remote Commander PRO) is a much boosted edition of our flagship product, now more than 10 years old (AWRC). AWRCP adds important features users have been requesting for years, namely capability to record sessions, can access and control RDP/TS sessions, unicode support, 64-bit...
Platforms: Windows, Windows 7
|License: Shareware||Cost: $91.00 USD||Size: 7.99 MB||Download (97): AWRC Pro Download|
Privacyware's award-winning IIS Web Application Firewall and Host Intrusion Prevention solution, ThreatSentry, stops a wide range of web application threats and helps IT departments certify compliance with PCI DSS. ThreatSentry delivers protection from SQL Injection, Directory Traversal,...
|License: Shareware||Cost: $649.00 USD||Size: 9.22 MB||Download (52): ThreatSentry - Web Application Firewall Download|
Web Performance Load Tester™, Version 4 (WPLT4) is the only web testing tool smart enough to tell you how many users your website can handle. Use another tool, and you'll find yourself staring at charts for hours trying to figure it out—if you can even tell at all.
At the push of a button...
|License: Shareware||Cost: $1995.00 USD||Size: 73 MB||Download (28): Web Performance Load Tester Download|
Easy Firewall Generator is a Web application that generates an iptables firewall script designed either for a single system connected to the Internet or for a system acting as a gateway/firewall for a small private network. The generator prompts recursively for various options; when the selected...
|License: Freeware||Size: 40.96 KB||Download (18): PHPips Easy Firewall Generator Download|
602LAN SUITE is an easy-to-install and manage all-in-one network software suite providing secure e-mail services with anti-virus & anti-spam, fax support, built-in firewall with NAT and web content filter proxy for controlled Internet sharing. Combine the content based Bayesian antispam filter,...
|License: Freeware||Size: 30.64 MB||Download (812): 602LAN SUITE Download|
PC defense against hackers, malware and Internet attacks. Inbound and outbound system and application firewall delivers powerful protection against a wide range of threats from local networks and the Internet and prevents unauthorized access to your PC. Protection for your OS and applications is...
|License: Shareware||Cost: $29.95 USD||Size: 26.68 MB||Download (329): Agnitum Outpost Firewall Pro Download|
Robust FTP & Download Manager is a Perfect tool for Web developers or anyone that moves files on the Internet. Ftp Client & Download Manager all in one. Features: Browser integration, Clipboard monitoring, update a Web site with a single click, resume interrupted downloads or uploads,...
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For Samsung Galaxy S7 SM-G930F Real Tempered Glass Film Screen Protector
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BUY 1 GET 2 (YOU JUST NEED TO BUY 1 ITEM AND WE WILL SEND YOU PACK OF 2)100% GENUINE TEMPERED GLASS SCREEN PROTECTOR PROTECTION FOR SAMSUNG GALAXY S7This tempered glass screen protector for Samsung Galaxy S7. The screen protector fits perfectly over the phone to prevent scratches and absorb shocks. Since the edges of the mobile screen are the most likely parts to crack, screen protector follows the natural curvature of the mobile to prevent chipping.
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Software Engineer – SQL and ASP.NET
Voted Best Place to Work (Small Business) in Hampton Roads in 2011 by Inside Business, and named one of the top 25 small companies in Virginia by Virginia Business, Swimways Corporation is a worldwide manufacturer of leisure and recreational products located in Virginia Beach, VA. We currently have an open position for a Software Engineer.
This position will be responsible for a variety of system development activities including internal applications, web development (intranet, extranet for sales reps and retailers, and eCommerce), manage our SQL Server database and work closely with IT management and departments to develop corporate solutions and reports.
The accountabilities of the position are:
- Implement and manage source code control for internal and external development.
- Responsible for the corporate intranet and extranets including hosting, SQL Server administration, classic HTML and .NET development, DTS and SSIS packages, proposed enhancements and interfaces to external development support.
- Upgrades and conversion from classic html to a .NET environment.
- Support the AspDotNetStoreFront corporate e-commerce web sites with development, version migrations, product listings and other activities required to keep the site running efficiently.
- Support our internal fulfillment software, Promail, by keeping e-commerce and drop ship interfaces working smoothly, handle version upgrades, and provide reporting and troubleshooting assistance as necessary.
- Assist in managing SQL Server databases on both the hosting site and internal databases on multiple servers supporting a variety of applications.
- Manage and develop DTS and SSIS packages, web services, EDI files, and all data transfers/communications that occur between e-commerce, fulfillment, intranet, extranet and the corporate ERP system.
- Support SSRS reporting including development of new reports, converting legacy HTML reports to SSRS and assisting business analysts with their report requirements and stored procedures.
- Support the corporate ERP system, with various reports, SQL scripts, database fixes, upgrades, and related application issue.
- Periodic support of general IT issues covering the network, desktops, laptops, printers, purchasing, etc.
Successful candidates for this position must have:
- 3+ years experience as a .NET developer (C#, ASP.NET)
- Knowledge of classic HTML and web development concepts
- Strong T-SQL experience including stored procedures, views, and triggers as well as relational database concepts
- Experience with administering Microsoft SQL Sever 2005 and/or 2008
- Experience using SQL Server Integration Services (SSIS) and legacy DTS
- SQL Server administration (1 year minimum)
- Web site development
- 1 year experience developing reports with SSRS
- Broad understating of Microsoft Visual Studio development environment and IIS website configuration
- Experience with source code control applications
- A Bachelors Degree in Computer Science, Information Systems or comparable experience
- Strong communication and interpersonal skills
- The ability to work well in a team setting as well as independently
- Additional experience with e-commerce, fulfillment, AspDotNetStoreFront or ERP systems would be a plus.
Not only is Swimways a great place to build a career, we also offer competitive salary and great benefits. Qualified applicants may email resumes with salary requirements to kcoats AT swimways.com.


Keynote: AI in Manufacturing
5-Minute Idea: Use of gamification for data democratization – how do gamification elements facilitate more engagement and an increased amount of data?
Discussion Room: Data Collection Strategy
What data should you collect and how?
Discussion Room: Eliminating Data Silos
Unifying your data management to develop a more collaborative company culture.
Discussion Room: Data Quality and Integrity
Validating the accuracy and consistency of stored data and the completeness, accuracy, timeliness and consistent state of information managed in your data warehouse.
Discussion Room: Data Governance
Practical strategies for turning data into tangible value, both internally and externally.
Discussion Room: Data Integration
Bringing it all together in one single source of truth.
Discussion Room: IOT and Sensors
Buy vs Build & the challenge of connectivity.
Panel: Organisational Culture and Buy-In for Data Strategy
Discussion Room: Business Intelligence
Best practice & using information for better decision making.
Discussion Room: AI & Machine Learning
Applications of AI, best practice, and achieving true ROI.
Discussion Room Session: Monetising Data
Leveraging data and robust predictive and data analytics to anticipate any issues before they occur.


[Since early 2018 I have given a number of public and academic talks on Robots Thinking Fast and Slow. All the illustrations in this post are taken from the slide decks accompanying these talks.]
Recent advances in AI technology have built significant excitement as to what our robots may be able to do for us in the future. Progress is truly inspirational. But where, you may ask, are the robots? Why can I buy a voice assistant but not a robust and versatile household robot? The answer lies in the fact that embodiment - the notion of a physical agent acting and interacting in the real world - poses a particular set of challenges. And opportunities.
Machines are now able to play Atari, Go and StarCraft. However, success here relies on the ability to learn cheaply, often within the confines of a virtual environment, by trial and error over as many episodes as required. This presents a significant challenge for embodied agents acting and interacting in the real world. Not only is there a cost (either monetary or in terms of execution time) associated with a particular trial, thus limiting the amount of training data obtainable, but there also exist safety constraints which make an exploration of the state space simply unrealistic: teaching a real robot to cross a real road via trial and error seems a far-fetched goal. What’s more, embodied intelligence requires tight integration of perception, planning and control. The critical inter-dependence of these systems coupled with limited hardware often leads to fragile performance and slow execution times.
In contrast, we require our robots to robustly operate in real-time, to learn from a limited amount of data, make mission- and sometimes safety-critical decisions and occasionally even display a knack for creative problem solving.
A Dual Process Theory for Robots
Cognitive science suggests that, while humans are faced with similar complexity, there are a number of mechanisms which allow us to successfully act and interact in the real world. One prominent example is Dual Process Theory, popularised by Daniel Kahneman’s book Thinking Fast and Slow. Dual Process Theory postulates that human thought arises as a result of two interacting processes: an unconscious, involuntary - intuitive - response (System 1) and a much more laboured, deliberate reasoning (System 2). Our ability to assess the quality of our own thinking - our capacity for metacognition - plays a central role.
If we accept that Dual Process Theory plays a central role in our own interactions with the world, the notion of exploring a similar approach for our robots is a tantalising prospect. If we can establish a meaningful technology equivalent - a Dual Process Theory for robots - mechanisms already discovered in the cognitive sciences may cast existing work in new light. They may provide useful pointers towards architecture components we are still missing in order to build more robust, versatile, interpretable and safe embodied agents. Similarly, the discovery of AI architectures which successfully deliver such dual process functionality may provide fruitful research directions in the cognitive sciences.
While AI and robotics researchers have drawn inspiration from the cognitive sciences pretty much from the outset, we posit that recent advances in machine learning have, for the first time, enabled meaningful parallels to be drawn between AI technology and components identified by Dual Process Theory. This requires mechanisms for machines to intuit, to reason and to introspect - drawing on a variety of metacognitive processes. Here we explore these parallels.
Machine Learning, Intuition and Reasoning
Machine learning is essentially an associative process in which a mapping is learned from a given input to a desired output based on information supplied by an oracle. We use the term oracle here in its broadest possible sense to refer to both inductive biases and supervisory signals in general. In a brazen break with standard deep learning terminology, we also refer to an oracle’s knowledge being distilled into a machine learning model. And we take as a defining characteristic of an oracle that it is in some sense resource intensive (e.g. computationally, financially, or in terms of effort invested).
The learning of mappings of inputs to outputs has, of course, been a theme in ML for decades. However, in the context of Dual Process Theory, the advent of deep learning has afforded our agents principally two things:
- an ability to learn arbitrarily complex mappings; and
- an ability to execute these mappings in constant time.
Consequently, by learning ever more complex mappings from increasingly involved oracles we now routinely endow our agents with an ability to perform complex tasks at useful execution speeds. In the view offered here, for example, DeepMind’s AlphaGo distils knowledge from Monte Carlo Tree Search (the oracle) and self-play into a model which predicts value and next move given a particular position. (The connection between neural network models trained using MCTS and more generally in a reinforcement learning context and the Fast and Slow paradigm has not gone unnoticed. It is the subject, for example, of this post by David Barber and the accompanying paper as well as in this recent TICS paper by DeepMind.) Another example is OpenAI’s Learning Dexterity project, which distils knowledge from reinforcement learning (essentially trial and error) using domain randomisation (the combined oracle) into a model which can control a Shadow Hand to achieve a certain target position in a dexterous manipulation task.
Figure 1: an illustration of game play inspired by DeepMind’s AlphaGo series [top row] and the Learning Dexterity project published by OpenAI in 2018 [bottom row] enabled by deep learning. On the left is an introduction to the application, the middle column gives a flavour of the oracle and the right illustrates the model which captures the oracle’s knowledge. (Click to enlarge.)
But we can take an even broader view of what constitutes an oracle. Figure 2 shows an example of hundreds of person hours of systems engineering being distilled (via the automatic generation of training data) into a machine learning model, which predicts where a human might drive given a particular situation (see Path Proposals for details). Another increasingly common application is the learning of intuitive physics models in which the outcome of a particular scenario is predicted by a model trained on data arrived at through physical simulation. The ShapeStacks study, for example, amongst other things determines whether a particular toy block tower is stable or otherwise. It does so by training a neural network model on image data generated using a physics simulator - thus implicitly encapsulating knowledge of the physical world.
Figure 2: a system predicting where a human might drive in a particular situation as described in this paper on Path Proposals [top row] and an intuitive physics application as described in ShapeStacks, in which a model learns to predict the stability of a block tower based on physical simulations [bottom row]. As before, on the left is an introduction to the application, the middle column gives a flavour of the oracle and the right illustrates the model which captures the oracle’s knowledge. (Click to enlarge.)
Faced with an image of a block tower, we do not tend to write down the laws of physics and analyse the particular setup. We have a gut-feeling, an intuitive response. Importantly, owing to their ability to mimic the expertise of an oracle in a time (or generally resource) efficient manner, one might view the execution of a neural network model as analogous to an intuitive response. And of course we also have accesss to a (very) broad class of oracles, which we might (generously perhaps, but with artistic license) refer to as reasoning systems. These then constitute analogues to System 1 and System 2. A Dual Process Theory for robots has thus firmly moved within reach.
Figure 3: A Dual Process Theory for Robots
Many of the failure modes of modern machine learning systems are associated with a lacking ability to know when they don’t know. Consequently, attempts at remedying this shortcoming have received much attention over the years. Yet inference remains notoriously over-confident in many cases of interest. Theoretical bounds are often too loose. And the assumption of independent, identically distributed training and test data is routinely violated - particularly in robotics (see, for example, here or here). Astonishingly, much the same could be said about humans. We are notoriously bad at knowing when we don’t know. And we operate in significantly non-stationary (in the statistical sense) environments. Yet - we do operate. Much of this success is commonly attributed to our metacognitive abilities: the process of making a decision, the ability to know whether we have enough information to make a decision and the ability to analyse the outcome of a decision once made.
One of the interesting aspects of a Dual Process Theory for robots is the fact that - given the analogy holds - metacognition finds a natural place in this construct: it bridges the two systems by regulating the intuitive, almost involuntary response of System 1 with a supervisory, more deliberate one of System 2. Don’t trust your intuition, think about it. But only where appropriate, which is really the crux of the matter. Failure (or deliberate deception) of this mechanism is, of course, what gives rise to the cognitive biases now so well described in the literature. Examining research on metacognition, therefore, might shed new light on how to tackle the knowing when you don’t know challenge. And as an added bonus we now get machines with their own cognitive biases.
Performance Prediction and a Feeling of Knowing
In Thinking Fast and Slow Kahneman exemplifies the responsibilities of System 1 and System 2 with a number of simple questions. For example, what is 2 + 2? Or what is 2342114 ÷ 872? The former elicits a System 1 response (a recall operation). The latter triggers the need for pen and paper - deliberate reasoning (System 2). Interestingly, one of the mechanisms regulating this routeing - or algorithm selection - has been identified by metacognition researchers as the Feeling of Knowing Process (the interested reader is referred to this research review). It is executed near instantaneously and is able to make an (in the majority of cases) appropriate choice even based on only parts of the question - so by the time you have heard “2 +” your brain will have decided that you likely already know the answer to the question and only need to retrieve it.
Consider this in the context of robotics. And let us conjecture that the Feeling of Knowing Process is itself an intuitive (System 1 -like) response. This immediately points at a set of now viable technical approaches in which, for example, the outcome of a downstream system (either in terms of success/failure or in terms of confidence in outcome) given a particular input is distilled into a machine learning model (NB: statistical outlier detection also falls into this category). Such performance predictive models are now relatively common-place in the robotics literature. They are used, for example, to predict the performance of perception systems (e.g. see here or here) or vision-based navigation systems (e.g.here). They can even be leveraged to distil the computationally expensive dropout sampling in the forward pass of a neural network for epistemic uncertainty estimation into a predictive model as done in this work.
While distilling performance into a machine learning model is one way of giving a machine a Feeling of Knowing, we do not propose that it is the only - or even the optimal - way. Feeling of Knowing is, in fact, not the only process involved in metacognition. The extent to which it can be used and the mechanisms to best integrate it into our AI architectures are, as yet, unknown. However, one exciting aspect of a Dual Process Theory for robots is that there now exists a tantalising avenue within which to contextualise and along which to direct research.
Towers Built on Intuition
As a final thought for this post we offer a view of this distillation process as the ability, in the System 1 and System 2 analogy, to transition from one system to the other via deliberate, effortful practice. Consider a toddler learning how to stack blocks such as the one on the left in Figure 4. When she is more experienced we might reasonably expect her to simply stack objects almost without thinking about it (an intuitive response). Were a machine to go through a similar process it might look like the trial-and-error experiment in the middle pane in Figure 4, which is also part of the ShapeStacks study. Here different shapes are tried in different orientations as to how well they support a building block (green = good, red = bad). This gives rise to a sense of stackability for particular block geometries.
Figure 4: Practising to stack. (Click to enlarge.)
Combining a sense for stackability with that for stability mentioned above leads to an intuitive and scalable way in which towers are built: pick the next most stackable item in its most stackable pose and place it such that the overall construct looks stable (see Figure 5).
Figure 5: Stacking based on two intuitions.
In this post we have ventured to establish an analogy between the building blocks of Dual Process Theory and some of the tools in machine learning and AI technology that are now available to us. The emergence of a Dual Process Theory for robots may open up a number of research challenges and directions worth exploring in our endeavour to build more robust, versatile, interpretable and safe embodied agents. Of course, the links we have highlighted here are but a few selected views on how such an analogy may be established and where it might lead. But we do hope it provides inspiration and food for thought for the robotics and learning communities alike.
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