Machine learning is a branch of artificial intelligence that allows computers to learn without being explicitly programmed. It’s been around since at least the 1950s, but it only recently gained mainstream attention thanks to big data and increased computing power. Nowadays, machine learning algorithms are used everywhere from social media sites like Facebook and Google to medical imaging. But what can non-programmers do with them? In this article we’ll go over four applications of machine learning that don’t require any coding skills: fraud detection, image recognition, natural language processing (NLP) and recommendation engines
Fraud detection is a form of data mining. It’s also a subset of machine learning, which means that it uses algorithms to predict fraud. Fraud detection models are used to detect fraud in credit card transactions, social security numbers and other personal information.
It’s important to note that there are many different types of machine learning applications that use similar techniques but have different purposes (like face recognition or driving cars).
You can think about this like you would any other software program–the goal is for it to learn from past experience so it can predict future events with greater accuracy than humans alone ever could achieve on their own!
At its core, image recognition is the ability to identify objects in images. Image search, image tagging and even self-driving cars all rely on this form of machine learning as a key component of their functionality. However, image recognition can be used for more than just these applications: augmented reality (AR) also relies on this technology to superimpose virtual objects onto real-world scenes.
In this section we’ll cover how you can use Python to build your own AR application with OpenCV and TensorFlow!
Natural Language Processing
Natural Language Processing (NLP) is the study of language, and it’s used for many applications. NLP is a subset of machine learning, which is itself a subset of artificial intelligence. Many applications rely on NLP, including speech recognition and translation.
NLP can be used to analyze text documents or spoken language. For example, Siri uses NLP to understand what you’re asking it to do (like call someone) before sending your request over Bluetooth or Wi-Fi to your iPhone’s processor so that you don’t have to say “Call John Doe” every time you want something done by Siri! Similarly, Alexa uses natural language processing technology so that she can understand what her users are saying–and respond appropriately!
Recommendation engines are software that recommends products, services, or content to consumers. This can be done in many different ways:
- E-commerce websites use them to suggest items based on what you’ve already bought. For example, Amazon might recommend books that are similar to the ones you’ve purchased in the past.
- Social media sites use them so that when you go on Facebook and see posts from your friends or news articles, they will be personalized based on your interests and preferences (which they know because of all the data they collect about us).
- Mobile apps often have recommendation engines built into them as well – think of how many apps ask for access to your contacts list when you first install it! This helps ensure that each person sees only relevant information about themselves rather than having everything dumped into one giant feed where it gets lost among everything else going on at once (and makes it easier for developers too).
Machine Learning applications can be easy to use.
Machine learning is a subset of artificial intelligence and can be used in many industries. It is often used to make predictions, classify data and perform other tasks that are difficult or impossible for humans to do.
Machine learning applications can be used by non-programmers because they have been designed with simplicity in mind. This makes them easy to understand and use for anyone who has some programming experience or just wants an introduction into machine learning techniques without having to learn how to code themselves!
There are many more applications of machine learning, but these are just some of the most common ones. Of course, there are many other types of data and problems that can benefit from machine learning as well. For example, voice recognition systems use ML to understand what we say to them and respond appropriately (or not). Another example is recommendation engines like those used on Amazon or Netflix which help us find new products based on what we’ve already bought before–this too uses ML techniques but with a different type of data input than what we saw earlier in this post!


Matt Black vs Computer Speakers
I often get asked the question, what are the best speakers for my laptop. My first response usually starts with, is this for in your car use? The reason behind that is if it is for use in your car, look for an audio input on your stereo. This is usually a standard 3.5mm input that lets you connect external devices to be heard through your stereo speakers. With the growth of I pods, this is coming to be more common in car audio systems. All it takes is cable that has a 3.5mm jack on each end (Usually about 10 bucks via Walmart, Radioshak..etc). Connect one to your headphone jack on your laptop, and the other to the input on the car stereo. Change your input selection to the audio in jack. Then all audio played through your computer will be heard through your stereo speakers.
If you are just looking for external computer speakers then there are several things to consider. Standard speakers on a laptop are usually less than optimal. Due to power and size restraints, a lot of people purchase external speakers to help with laptop sound. You’ll find 2.1-channel speakers starting around $20. But these won’t be the most powerful speakers available. You’ll need to spend more to get better ones. You want powered speakers. These plug into a wall outlet. Or, purchase a pair that connects to your computer via USB. Both sound and power will be delivered over the USB connection. You’ll want to pay attention to watts when buying speakers. The more watts, the more powerful the speakers and remember a speaker system is labeled with its ENTIRE wattage. Dig a little deeper into the specs. You’ll see the watts for each speaker, or channel. Now, you may be perfectly fine with a 9-watt system. Or, you may need something much more powerful. It just depends on how you will use the speakers. Maybe you just want to listen to music while you surf the Web. Or, you could just use them to hear feedback from your computer. You don’t need particularly powerful speakers for these tasks. But you might want to use your computer to watch movies. You could also want to use your computer as a stereo. In either case, opt for more powerful speakers. I don’t recommend buying speakers online. That is, unless you know exactly the model you want. Rather, head to an electronics store. Test the speakers out individually so you will know what wattage you may be looking for, then shop for that wattage of speaker. After all, personal preference comes into play when buying speakers. You might also consider surround sound speakers. You’ll find 5.1-, 6.1- and 7.1-channel systems. But your computer must support surround sound. This probably won’t be the case with a laptop. Check with the manufacturer and if your computer doesn’t support surround sound, you can always add a sound card. This can attach to your computer via a USB port. Or, look at ones that fit into a PC Card or Express Card slot.
How about wireless speakers? You’ll find wireless options that use Bluetooth. That’s a wireless networking standard. It is most commonly used for cellular headsets. But it can do much more. You can stream music in stereo over a Bluetooth connection. Both the source and the speakers or headphones must support the A2DP profile (don’t worry about understand A2DP technology unless you are really serious about wireless connections) Implementing Bluetooth speakers shouldn’t be terribly difficult. However, your laptop may not have built-in Bluetooth or the built-in Bluetooth may not support A2DP. In either case, you can purchase a Bluetooth dongle (about 20 bucks). Bluetooth speakers or headphones will support A2DP. A2DP will work with stereo speakers. There are also 2.1-channel Bluetooth speakers. But you won’t find Bluetooth surround sound speakers. You’ll need a wired connection for surround sound.
Now you can also use a media hub. You would attach it to your stereo or home theater. It also connects to your network to stream music and other content. There are wired and wireless media hubs. They’re great for listening to music or watching videos. But they won’t work for playing system sounds, but maybe something fun to play with!


Welcome to SICR - PC SupportThis is a service of technical and systems assistance for personal computers and/or laptops installed at the Physics Department. The service is common to the Physics Department and the INFN Rome 1 Section.
They can take advantage of this service:
- for the Physics Department: technical-administrative staff, professors, researchers and PhD students;
- for INFN: employees and associates.
Service timetable: 9.00 AM - 2.00 PM from Monday to Friday.
- operating systems installation and configuration supported by INFN;
- systems integration into the existing network infrastructure;
- systems configuration for the use of distributed peripherals on the network (printers, etc...);
- applications Installation necessary to use the centralized resources made available by INFN Calculation Service;
- applications installation and configuration of common use;
- help desk users to use configured systems as described above and/or to solve problems any supported software;
- check hardware problems.
- on Smartphone and Tablet;
- on Linux operating systems other than Scientific Linux;
- on Windows operating systems lower 8.x version;
- on Mac OS operating systems lower 10.11 version;
- on different operating systems from those indicated;
- manage hardware;
- on unsupported software (experiment software, compilations, etc ...);
- backup/restore/transfer data.
A unique Ticket number is assigned to each support request. Through the Ticket number it will be possible to monitor the progress and the replies received.
To enter a support request, you must specify a valid e-mail address.


|Minimum Order Quantity||1 Unit|
|Temperature||-25 DegreeC to +75 DegreeC|
|Country of Origin||Made in India|
|Battery Life||5 Years|
|Pressure Range||0-116 PSI|
TYREMATE TPMS transmits live data of tyre pressure and temperature to the display unit in dash board through Radio Frequency transmission technology. Rapid warning is sent to the display, in the event of an under or over inflated tyres or when the tyre temperature crosses higher threshold limits.
Fleet management solution :
The TPMS Fleet Management system provides real – time monitoring of TPMS data. This processed data will give the user insight into the following aspect: tyre pressure & temperature details which in turn will ensure driver
safety, will maximize tyre life, improve fuel economy and will render the fleet profitable and efficient. The TPMS software could be integrated with mobile clients through web based services. With the use of telematics TPMS data
can be transferred wirelessly back to an organization in real time.Features
OEM support :
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- Simultaneously display of 4 tyres pressure and temperature.
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Tyre sensors :
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- Battery life of 5 years
- No damage to tyre sensors when new tyres are changed.


This product, as well as most other Sirius products, fits Sirius remote control art. 10000. With Sirius remote control you can switch your product “on” and “off” or choose a 2, 4, 6 or 8 hour timer function. The remote control is not included in this product, but is sold separately.
The batteries are hidden in a uniquely designed battery holder. This product uses 2xAAA batteries. Batteries are not included.
Sirius is a danish brand which create stunning LED light decorations. For over 30 years, Sirius has produced and created trendsetting light decorations and reinterpretations of classic light design. You will find the most beautiful Christmas lights decorations at Sirius. Almost all Sirius products can be controlled with the Sirus remote control which makes it easy and simple.


Hybec/Japan provides QIR halogen heater lamps that are non-contact. The QIR halogen lamps radiate near infrared rays producing only clean heat for the Heat Beam units. Using a power supply, the QIR halogen lamps are easily controlled to turn on and off quickly. The QIR halogen lamp is the best choice as a heater lamp since it maintains constant light output (lumens) and power until the end of the lamp’s life hours. Even though a small percentage of lumens is reduced by the end of the lamp life, the reduction is minimal from the initial start-up with little interruption of productivity. We supply standard voltages, wattages and lengths with various lamp ends: square with lead wires, round with lead wires and blade ends. We can also custom make the lamps for you; regardless of the quantity our expert staff of engineers will answer your requests and support your every need.
Other special features available:
●Custom made to your specifications: Voltages:100-400, Wattages:200-10,000, Lengths:130-2000mm:
●Special ceramic coating can be applied to emit far-infrared rays.
●A white coating can be applied so that near-infrared rays are irradiated in one direction.


(Natural News) The oldest magazine in the United States, Scientific American, has issued a strong warning about the dangers of 5G technology. Their concerns about both the known and the potential dangers of 5G carry a lot of weight because the magazine is so influential and known for its rigorous scientific standards. In print since 1845, Scientific American is widely considered by modern fact checkers to be pro-science and highly credible.
Public health researcher Joel M. Moskowitz of the University of California, Berkeley, says in the article that 5G is a lot more harmful than the government and telecommunications industry want people to believe. He also said the same is true of Wi-Fi and cellular technology.
Exposure limits are outdated
One of his biggest concerns is related to the fact that the FCC is reaffirming exposure limits for radio frequency radiation, or RFR, that were put in place in the 1990s long before Wi-Fi, 2G, 3G, 4G and 5G existed. In other words, the FCC plans to maintain significantly outdated safety standards that do not take into account the increasing pile of evidence showing that it is harmful in many ways.
According to Moskowitz, the exposure limits set in the ‘90s were mostly related to the potential effects of RFR exposure intensity. Now, however, we know that there is a risk of cancer and other problems.
5G will introduce the use of millimeter waves, in addition to the microwaves that older cellular technologies used. Moreover, the limited reach of 5G means cell antennas will need to be placed every 100 to 200 meters, increasing people’s exposure. On top of that, new technologies in 5G such as beam-forming antennas, massive MIMO, and phased arrays, will make it difficult to measure exposure…..Read More


This list covers the best TOP 5 Mobile for PUBG in world by various brands.These Cell phones have been shortlisted in the wake of considering their presentation, show elements, and battery limit. These are likewise the absolute best gaming telephones in world which are presently accessible on the lookout.
NO 1 One plus 9 pro
One of the TOP 5 Mobile for PUBG is the OnePlus Pro The OnePlus 9 Pro display features Hyper Touch for a 360 Hz touch response rate 5.9x faster than before, greatly increasing syncing speeds
A pro-level monitor in your pocket
Victory is in sight with the OnePlus 9 Series Fluid Display 1.9 Experience a new benchmark for smartphone gaming with a high refresh rate, QHD+ resolution, up to 12,99 nits of brightness and an A+ Display Mate rating.
Snapdragon 888 SoC
- Snapdragon 888 is Qualcomm’s latest flagship chipset.
- The chipset will be the brain behind most Android flagships in 2022
- The list of Qualcomm Snapdragon 88 SoC phones currently include OnePlus 9 series, Mi 11 Ultra, ,Vivo X60 Pro+.
TOP 5 Mobile for PUBG
NO 2 iPhone 13 pro max
The iPhone 13 Expert Maximize remains as the best gaming iPhone because it conveys the entire day battery duration, runs on Apple’s most recent A15 Bionic chipset, and has a 6.7-inch show with a 120hz revive rate and expanded splendor over its ancestor. Those are the greatest elements for you since you most certainly believe a major and splendid showcase should better see your foes.
TOP 5 Mobile for PUBG
PUBG Portable and some other applications ought to run overall quite smoothly thanks to Apple’s attention to programming enhancements. Notwithstanding, one tip we can provide for iOS gamers is to try not to download the most recent iOS betas since those can incidentally cause issues with games like PUBG Versatile.
The absence of an earphone jack may be an issue yet there’s generally the Lightning-to-3.5mm dongle, which allows you to utilize your #1 set of wired earphones. Any other way, your Air Pods or other Bluetooth earphones will serve you similarly as well here.
If you are not short on budget, then the last year’s premium flagship model iPhone 13 Pro Max with 6.69-inches big display, A15 Bionic chipset performance.
Size 6.6 inches, 109.7 cm2 (~87.3% screen-to-body ratio)
Resolution 1284 x 2778 pixels, 18.5:9 ratio (~457 PPL density)
Protection Ceramic Shield glass After the new PUBG update we can play on 90fps.
Qualcomm Snapdragon 888 apple Bionic A15.
The iPhone 13 setup is fueled by Apple’s A15 Bionic chip which includes an Apple-planned 64-digit six-center computer processor executing ARMv8 with two superior execution centers called Torrential slide and four energy productive centers called Snowstorm. The A15 Bionic processor is professed to be half quicker than the contenders.
NO 3 vivo iQOO 9 Pro
iQOO 9 Pro 5G (Legend, 12GB RAM, 256GB Storage) | Snapdragon 8 Gen 1 Mobile Processor | 120W Flash Charge |
|Model Name||iQOO 9 Pro 5G|
|Network Service Provider||Unlocked for All Carriers|
|OS||Fun touch OS 12 based on Android 12|
Fast charging 120W, 50% in 8 min, 100% in 20 min (advertised)
Fast wireless charging 50W
10W reverse wireless charging
Android 12, Fun touch 12 (International), Origin OS Ocean (China)
Qualcomm Snapdragon 8 Gen 1
NO 4 Samsung Galaxy S21 Ultra
Large names like Samsung have fallen into the propensity for sending off now not one, presently not two, yet 3 lead models each yr. The Samsung Cosmic system S21 is this year’s base leader, and it is rather getting as far as appears to be notwithstanding internals. If you want a major wonderful presentation yet don’t have Universe S21 Ultra sort of cash, the World S21 will run PUBG pleasant.
Within, the World S21 might be similar to the Cosmic system S21 Ultra for certain key varieties. It has a similar Snapdragon 888 SoC and a more modest anyway same 6.2-inch 120Hz Unique AMOLED 2X show. The two of the best phones from Samsung moreover rate a deficiency of expandable stockpiling and earphone jack. The System S21 has 8GB of Smash like the S21 Ultra’s base form and 128GB or 256GB carport varieties.
The Universe S21 sports exercises a more modest four,000mAh battery yet you might get a 15W remote and 4.5W inverse wi-fi charging and IP68 residue and water obstruction. With the Samsung Universe S21, Samsung did exclude something over the top yet you won’t feel like anything is deficient. PUBG plays flawlessly appropriately on account of the phone’s heavenly presentation and ravishing 120Hz showcase. Indeed, the cameras are a huge minimization from the S21 Ultra, but the System S21 keeps on being the good worth buying in this rundown.
This year, Samsung has kept the best screen selective to the Samsung Cosmic system S21 Ultra. It is the just in the S21 threesome to offer a 1440p screen, while the remainder of the s21 were to some degree downgraded with ordinary 1080p screens. Every one of them support versatile 120Hz revive rate at the local goals, including the Ultra, which is a first for Samsung.
If you’re looking for a best phone that can last all day, this is it. On our web surfing battery test over 5G, the S21 Ultra 5,000 MAH endured for 11 hours and 20 minutes. That beats the iPhone 12 Pro Max’s 10:55 and lands the Ultra on our best phone battery life list.
Samsung Galaxy S21 Ultra 5G smartphone with a Snapdragon 888 5G processor Qualcomm.
NO 5 ASUS ROG 5 Ultimate
The ASUS ROG Telephone wasn’t the main gaming cell phone to stir things up around town, yet it conveyed various convincing highlights that assisted it with standing apart from the pack. For the development, ASUS moved forward the specs with the Snapdragon 888, Smash choices from 8-16GB, and 128GB/256GB of inner stockpiling. That is a lot of force and capacity to get the best exhibition playing PUBG Versatile — and whatever else you do with your telephone.


Our Hybrid Battery Rejuvenation Process
We remove the battery pack from the vehicle and partially disassemble the battery pack. We then thoroughly test every cell in the battery pack and if any bad cells are found, they are replaced (we typically find 1-2 bad cells). We then clean the battery and all connectors. Once the battery pack is reassembled and installed back in the vehicle, we go through a series of battery charges and discharges at a very specific level of voltage to rejuvenate the battery pack. Our work is guaranteed for 2yrs, 24,000 miles.
At AutoCraft, we live and breathe hybrids.
We service hybrids of all makes and models, as well as electric vehicles. We do a motor generator, inverter, and high voltage battery diagnosis, repair, and service. We do hybrid battery pack rejuvenation on most popular hybrids and each one is a labor of love, and every detail is obsessed over.
How do I know if my battery needs rejuvenated?
The first indication of decreased battery performance is a reduction in fuel economy and diminished vehicle performance. The vehicle does not get the same fuel mileage that it used to and it feels sluggish. This can last for several months as the battery weakens and fuel economy/performance progressively decreases.
The second warning that your hybrid battery is failing is called negative battery recalibrations. This is initially seen when parking the car for a few days or overnight. Just before the vehicle is parked, the dash battery display shows a full or near full hybrid battery. When the car is started the next morning (or a few mornings later) the battery display shows an empty or near empty battery. This is a clear sign of a weak battery that needs attention soon. If ignored, the battery will soon progress to the point of failure. If treated with a battery rejuvenation before the battery degrades further, the success rate for recovering the pack and restoring it to a good operating condition is nearly 100%.
The third and final warning the vehicle displays of a failing hybrid battery is negative recalibrations that occur while the vehicle is being operated. These recalibrations often occur on warm days or when idling the vehicle for longer periods (such as waiting for a parking spot or railroad crossing). Ignoring these symptoms for more than a few weeks will result in the battery displaying a failure code and being stranded on the side of the road. If treated with a battery rejuvenation as soon as these symptoms become present, the success rate for recovering the pack and restoring it to a good operating condition is nearly 90%.


HTC U 12 MP Camera Smartphone, Price In India, Specs, Leaked Images, Release Date Rumors
HTC is now going to launch his new smartphone named as HTC U. This smartphone comes with a huge number of features in it. As per rumors, there is a news coming out and news is that this HTC U smartphone will be best smartphone among all of its mobile phones. Moreover, some of the key features, specs, full detailed specifications, price list and some leaked images are discussed below. Just take a look below and over view it.
HTC U Display and Configuration:
HTC U comes with 5.5 inches with Quad Full HD Screen with a screen resolution of 1440 * 2560 pixels. This smartphone comes with a Android Nought having a HTC Sense 9.0 This smartphone comes with a full HD IPS Display.
HTC U Primary and Secondary Camera:
This smartphone comes with a primary camera of 12 Megapixels and 8- Megapixels camera for shooting selfies.
HTC U Battery and Connectivity:
This smartphone comes with a non removable battery of 3000 mAh but it can be extended up to 3700 mAh. Moreover, many connectivity networks are there like Bluetooth, NFC are available in this smartphone. Moreover, many sensors are also available in it. For this you have to wait.
HTC U Key Specs:
Some of the key specs of HTC U Smartphone are discussed below.
- Screen: 5.5 Inches
- Processor: Snapdragon 835 processor
- Quad HD Screen: Yes
- RAM: 6 GB
- Internal: 128 GB
- Primary Camera: 12MP
- Secondary Camera: 8MP
- Non Removable Battery: 3700mAh
HTC U Full Specifications:
HTC U Full and Detailed Specifications are discussed below.
|Launch date||April 2017
|Quad HD Screen||Yes|
|Processor||Snapdragon 835 processor|
|Internal storage||128 GB|
|Expandable storage type||microSD|
|Expandable storage up to (GB)||256 GB|
|Operating system||Android Nougat 9.0|
|Wifi standards supported||__|
|Number of sims||__|
|Sim Type 1||__|
|Supports 4G in india||__|
|Sim Type 2||__|
|Support 4G in india||__|
|Ambient light sensor||__|
HTC U Rumors Date:
As per the rumors, HTC U smartphone is going to launch in the month of April, 2017. But whenever the date of this smartphone will be displayed, we will surely discuss it with you.
HTC U Price In India:
As per rumors. HTC U will come with a price list in between Rs. 47,000 to 57,000 but in UK. But its price is not fixed yet for India. So for the price, just you have to wait for it. The price of HTC U smartphone of every country will be published here whenever it will be announced.
Hope you get all the sufficient information from the above post. Moreover, for all the updates regarding smartphones, accessories, gadgets, and everything, just stay tuned with our website. Thank You for providing your precious time here.


8Bitdo M30 Review
The 8Bitdo M30 is the first dedicated mobile game system. It converts the SEGA M30 골드 카지노 into a full-fledged gaming console using its Turbo functionality mapping and USB-C connector. It has USB-C connectivity, USB-C port, and is designed to play classic SEGA games. Its price starts at $179 and includes a free 8Bitdo Smartphone Clip.
The M30 can also work on PC and Mac. The six-button controller emulates the buttons on the Sega Genesis, Saturn, and Super Nintendo systems. It is possible to enable the turbo function by holding down the MODE button for three seconds. The M30’s other buttons are disabled. Additionally, it may work with the PlayStation 4, Xbox One, and Nintendo Switch. The Bluetooth gamepad can hook up to multiple devices. It can also be set as a DirectInput device for Android devices or as an XInput device for PCs.
Unlike the Joyzz, the 8Bitdo M30 works with with PC and Mac. Its design is reminiscent of the original NES controller, filled with shoulder buttons and ridges for the Cardinal Directions. This wireless controller can be acquired for an acceptable price and works together with Mac and PC computers. In addition, it supports the Nintendo Switch. A fresh version of the M30 is expected to be accessible soon.
The 8BitDo M30 is the first of its kind to mimic the Sega brand. Though it doesn’t replicate the original controller, it still performs sufficiently. Its buttons are easy to press and have an adjustable turbo function. It’s compatible with current gaming consoles, including Xbox and Playstation 4. The M30’s compact size allows it to fit snugly in the palm of your hand and was created to be ergonomically pleasing.
The 8BitDo M30 is compatible with many platforms. It really is appropriate for Switch and Windows, and even includes a USB-C charging port for firmware updates. Its four green LEDs are clearly marked to indicate connection status and power level, and are easy to press. Apart from the USB-C port, the M30 also supports Android and Raspberry Pi. You can choose the right one to your requirements.
The M30 has excellent Bluetooth connectivity, and is a perfect match for fighting games. Its home and Xbox buttons have become clicky. A pair of joysticks could be connected wirelessly to the M30. You can purchase several accessories with the M30, too. The M30 can be an affordable controller, and is particularly compatible with the Switch’s Bluetooth gamepad. It costs PS65 and feels premium.
The M30 is really a clone of the M30 from Sega. It’s a cheap version of the arcade-style arcade game. However, the controller includes a few other advantages. For one, it has six buttons: it’s responsive, that is a great benefit for gamers who prefer playing fighting games. The M30’s controls are similar to the controllers on the initial Street Fighter console.
The M30 has some limitations. It doesn’t have rumble, and its own input options are limited. The controllers are not waterproof, and the M30’s analog sticks can be hard to use for some games. It has two analog sticks and isn’t ideal for playing 3D games. It isn’t compatible with NFC. Its insufficient connectivity is another disadvantage. It’s not as comfortable as the m30 Pro, and it does not have NFC.


The Sub15 is an extremely powerful subwoofer capable of extending the frequency range of main and midfield monitors down to 20Hz. The sturdy 15" woofer is made of an exceptionally rigid aluminum membrane and is driven by two powerful magnets and a 100mm voice coil. With 1000 Watts (RMS) power capability, the PWM amplifier has an efficiency factor of nearly 90%. With these performance features, the Sub15 is easily capable of handling critical musical passages with intense and sudden bass peaks without showing signs of distortion or overheating. The downward firing bass port has been specially designed with ample dimensions and rounded edges to cancel any port noise.


As part of my job, I’m often running demos for clients or presenting at conferences and user groups. As such, I need to run a good portion of the EPM stack on my laptop (running virtual machines). Because this requires a fairly beefy laptop, I typically gravitate towards “workstation replacement” type notebooks. I’ve had a Lenovo W520 for several years, and it has served me very well, but with the rapid pace of hardware improvements and my increasing needs, it was time to upgrade. Websites like Tom’s Hardware and AnandTech do a great job of highlighting the newest and fastest bits of hardware, and some are so new that you need an entirely new laptop to run them. I spent a fair amount of time selecting and configuring my demo laptop, and I thought others might benefit from my experience.
Calling a laptop the “ultimate” laptop is a risky proposition. Different people use laptops in different ways. Hardware that represents the epitome of high performance today can look embarrassingly low-tech tomorrow. The items below represent the values that guided my selection:
- I need to run complex VM’s during demos and presentations.
- I need a machine that’s portable, but just barely.
- I need a machine that supports 32 GB of RAM.
- I need a machine that will support the latest hard drives.
- I value overall performance more than finding a good deal.
The search for a workstation-class laptop usually starts with either Lenovo’s “W” line of laptops or Dell’s “Precision” line. I’ve had both in the past, and I’ve been happy in each case. But neither line currently pushes the performance envelope. There are currently (as of May 2015) two big limitations with these lines:
- They are limited to mobile CPUs (currently the Intel Core i7 4940MX, up to 4.0 GHz).
- They do not support the latest PCIe 80mm M.2 SSDs (very fast hard drives).
Toyota vs Ferrari
Mainstream manufacturers need to supply laptops that can satisfy corporate purchasing departments that want reliable and affordable hardware . . . something akin to a Toyota. But what if you’re looking for more of a Ferrari? What if you want bleeding edge technology? The answer can be found in video games. Custom “gaming” laptop manufacturers often offer the latest, greatest components long before the mainstream manufacturers. And they also offer premium services (think monitor calibration, or custom paint jobs). If the idea of selecting the thermal paste used to mount your CPU to the motherboard excites you, this is an avenue you should explore.
As a khaki pants wearing, corporate type of guy, ordering a custom gaming laptop for work did not seem like a mature or even sensible idea. However, I found that most of these builders have options that look fairly tame on the outside. These are laptops that won’t stand out in the corporate world. I ended up looking at laptops from companies like XOTIC PC, Sager, Eurocom and Digital Storm. Several of these companies leverage a chassis and other components from Clevo, and to varying degrees, offer their own special software and internals. In other words, don’t be surprised if you see laptops that look similar on the outside from several of these companies. Pay attention to what’s being offered on the inside, because it can vary, and the internal components are what’s really important. Let’s discuss a couple of the more important components.
Go Big or Go Mobile?
The natural assumption is that laptops are limited to mobile processors, but this does not have to be the case. Several of the aforementioned companies will drop a desktop or even server CPU into a laptop. For example:
- Sager NP9772-S (Desktop Processor: Intel Core i7 4970K, up to 4.4 GHz)
- Eurocom Panther 5 SE (Server Processor: Intel XEON with 12 cores)
These processors can offer better performance than the highest-spec mobile processors – sometimes faster, sometimes with more cores. Of course, the consequence is usually a battery that doesn’t last as long. But then again, no one who drives a Ferrari is worried about gas mileage, and the same should be true for a high performance laptop.
Good Things Come in Small Packages
Most of us are familiar with the old 2.5” laptop hard drives (HDDs). These are quite slow by modern standards. If you still have one of these, you are overdue for an upgrade.
More recent drives look like the SSD below. Unlike the HDD above, these do not have physical disks that spin within the drive. Instead, they leverage flash memory for dramatically improved performance.
Unfortunately, the drives above both leverage the SATA standard for connecting storage devices within a computer. The SATA standard works with SSDs, but can’t fully exploit the potential speeds of newer hard drives. In other words, as drives have become faster, the software that connects those drives to the computer has become the limiting factor affecting performance. Most current laptops only support SATA drives. But certain newer ones support PCIe, which offers higher throughput than SATA.
The PCIe drive below is a 512GB Samsung SM951. Technically, this is also an SSD because it uses flash-based memory to store data, but it does not leverage the throughput-limited SATA interface like the Samsung 840 EVO above. It’s difficult to tell from the picture, but it’s about the size of a stick of Wrigley’s chewing gum. And it is very, very fast.
Note the dramatically higher sequential read/write speeds of the PCIe drive (right), compared to a SATA SSD (left).
Current PCIe laptop drives leverage the ACHI standard. ACHI was originally designed to work with older HDD’s (as opposed to flash-memory based drives). A newer standard called NVMe has been developed specifically for PCIe drives, however PCIe/NVMe drives are not currently available for laptops. Several have been announced, and should be available within months. These newer PCIe drives that leverage the newest standard (NVMe) should be even faster than the PCIe drive above, especially with regard to random input/output operations per second (IOPS).
The key takeaway is this . . . laptop hard drive performance has recently improved dramatically, but few laptops currently have the PCIe slots required for the new drives. In the next several months, PCIe drives that leverage the NVMe standard will further improve laptop hard drive performance. All of this will translate into better performing demos.
In summary . . .
The “Ultimate” Laptop
After a significant amount of research, I decided on the following specifications for my “Ultimate” EPM Demo Laptop:
- Sager NP9772-S (17.3” IPS LED-Backlit Matt Finish Display)
- Intel Core i7 4970K, up to 4.4 GHz (Desktop Processor)
- 32GB Kingston HyperX RAM
- Nvidia GeForce GTX 980M GPU w/ 8GB Video Memory
- 330W Power Adapters (2)
- Hard Drives:
- C:\ (OS) Micron M600 512GB M.2 SSD (SATA)
- D:\ (Data) Samsung 840 Evo 1TB SSD (SATA . . . from old laptop)
- E:\ (VMs) Samsung SM951 80mm M.2 512GB SSD (PCIe)
To say this laptop is fast is an understatement. It screams. It’s an upgrade from my old laptop in so many ways that it’s difficult to tell exactly what components are contributing to the improved performance. Everything is faster.
Of course, there are a few downsides . . .
- It’s big and heavy. I wasn’t worried about that . . . I have a roller bag for my laptop.
- The keyboard is just “ok”. Sadly, nobody makes keyboards like the old Lenovos.
- The AC Adapter is so big and heavy that I bought two, just so I wouldn’t have to lug it around. On a positive note, it can double as ship ballast or a blunt weapon.
- The latest hard-drives aren’t always available directly from computer manufacturers. You will need to be comfortable opening up your laptop and swapping some components.
- This laptop will definitely not improve your carbon footprint.
Putting it All Together
At the time I ordered my laptop, the Samsung SM951 wasn’t available from Sager, nor was it available from regular retail outlets. In fact, it’s currently an “OEM only” component, meaning it is only sold directly to computer manufacturers like Dell, Lenovo, etc. for use in a select few of their laptops. That meant I had to order it from Ram City . . . in Australia. On a positive note, the exchange rate is pretty good right now, and Ram City’s customer service is excellent. Everything else was purchased as part of a complete laptop directly from Sager Notebooks.
If you’re looking for a laptop that will present your EPM demos in a positive light, it’s worth it to color outside the lines, and to step away from the mainstream manufacturers. Purchasing a gaming laptop will allow you to use the fastest processors and the latest components in your pursuit of ultimate speed.
I have not been compensated by the companies discussed in this post in any way. All opinions expressed are my own and are based upon my own research and experience.


Transcend P8 Multi-Night Battery System
- Mobile Power Adapter - $79.95
- Transcend Portable Solar Battery Charger - $250.00
This small, robust CPAP battery delivers up to two nights of therapy in a compact and lightweight design. Youll be amazed with the freedom this little battery gives you. Its FAA-approved so you can use it on your next flight and sleep comfortably on the plane. And with a solar battery charger, you can go off the grid for days! Measuring only a few square inches, a little larger than of a deck of cards, the P8 miniCPAP battery is ultra-light and perfectly portable for your next night away from home.
Note: Not compatible with Transcend 365 miniCPAP devices or Transcend 365 miniCPAP power supply.


OCCRA stands for Oakland County Competitive Robotics Association.
The Oakland County Competitive Robotics Association is a local robotics competition whose goal is to foster a learning environment for students interested in the field of engineering technology. With their more accessible local robotics competitions, OCCRA makes it easier to inspire enthusiasm for Engineering in nearby schools. Unlike the FIRST competition, the robot is 100% designed and built by students. This provides the students with hands on experience that puts them ahead and encourages in a future career in Technology and Engineering.


The implementation of vdemo has moved to a public project: https://code.cor-lab.org/projects/vdemo. The version used in humavips is available in the master branch.
The humavips gar installer is updated to point to that new location.
We are currently testing the cross-platform compatibility of the binary packages we are going to provide for the NAO embedded system, which means that this set of FOSS packages will run on the "old" as well as the new ATOM-based NAO heads including the HUMAVIPS stereo head prototype. The packages availble are build against RSB 0.5 and NaoQi 1.12. The currently available open source packages are:
|RSC – Robotics Systems Commons||A C++ library with reusable building blocks for system integration in robotics||BIU|
|RSB – Robotics Service Bus||An event-driven message-oriented middleware with implementations in multiple languages||BIU|
|RST – Robotics Systems Types||An IDL-based collection of common data types in robotics systems like images or sound chunks||ALL|
|RSBag||A record-replay solution for events sent over RSB||BIU|
|m3s – Multi-Modal Memory Space||A multi-modal memory system specifically designed to suit the needs of humanoid robots||BIU|
|RSB Event Time Visualization||Visualization of RSB events over time||BIU|
|RSB OpenCV Tools||OpenCV-based tools for streaming and receiving video streams over RSB||BIU|
|Multi-Modal Fusion Library||Library containing algorithms for the fusion of auditory and visual cues||INRIA|
|Esmeralda||Incremental speech recognizer using Hidden Markov Models. Imported from previous projects|| BIU
||nao-cross-image||Binary package containing the NAO RSB interface as well as other utility components to be installed on the robot||BIU,ALD|
|Stereo Matching||Calculates the depth of two matched face detection results from a stereo setup||INRIA|
Trunk is now supporting NaoQi 1.12. A branch for 1.10 exists.
The wiki, code and all issues of the project have been moved to the HUMAVIPS Open Portal.
Also available in: Atom


I use a Logitech MX Master mouse for work and it's working perfectly the last 6.
Happened to come across this thread, I was looking for the latest firmware for my MX Master 2S.
However, if you are looking forward to customizing the mouse please checkout Options. 001.
The only issue is that the mouse doesn't move when I move it.
For the MX Master 3, Master 3S, and MX Anywhere 3, the kit is just $15. Apr 17, 2023 · Logitech Master MX 3 Software. The mouse works fine on my windows pc and the forward/back buttons also work fine.
However, if you are looking forward to customizing the mouse please checkout Options.
Start or stop your Zoom video with the forward button, or press the back button to mute/unmute the mic. .
. Logitech_ST • 1 yr. All our products meet rigorous quality standards and are backed by industry-leading guarantees.
. We hope we were able to explain how to get Logitech MX master software on Windows. 108413. Happened to come across this thread, I was looking for the latest firmware for my MX Master 2S. Connect one end of the provided charging cable to the Micro-USB port on the mouse and the other end to a USB power source.
Mine shows 13.
. MX KEYS.
I am looking for this info as well.
fc-falcon">On my devices the firmware is as follows: MX Master 3: 019.


Pair of Renogy Solar Tray Cables 8FT (10 AWG / 12 AWG)
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Renogy's Tray cable is a set of two wires made for connecting your charge controller to your battery. Specialized with battery rings on one end for effortless connection to your battery and exposed wire on the other end to lead directly into your charge controller; this wire makes system set up as easy as can be! Renogy offers a range of different lengths, as well as three gauge sizes to choose from. The different sizes allow you to customize to your systems based on your needs. With the Renogy Tray Cable you can have extra length between your charge controller and battery with ease!
Specs & Features
- TUV tested cable
- Produce optimal power output even in high temperature conditions
- UV resistant
- TUV logo print per feet indicates that the cable meets TUV standards for PV solar application
Included in box
- Pair of 8ft Renogy Solar Tray Cables - 10 AWG or 12 AWG (Select the desired gauge before clicking the "add to cart" button above)
Want to know more about our Shipping, Payment and Return policies?
Please visit our FAQ page to get all the details.
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This product is covered by the manufacturer warranty as follows
- 1 year - material and workmanship warranty


Something you definitely won’t 🙄 at is coming soon… https://t.co/X0bcyIxEgY
— OnePlus India (@OnePlus_IN) 1636025862000
Likely specifications of the Pac-Man edition of OnePlus Nord 2
OnePlus Nord launched Nord 2 in July this year. The smartphone is successor to the company’s first mid-range smartphone launched in India, OnePlus Nord, launched in 2020. Traditionally, the special and limited edition phones of OnePlus have largely same specifications as their regular version other than the special feature. However some reports claim that the Pac-Man edition may have Snapdragon 778G SoC instead of MediaTek Dimensity 1200-AI SoC powering the current Nord 2 5G smartphone. Incidentally, OnePlus Nord 2 is the company’s first phone to feature MediaTek SoC.
The other specifications are said to be same. These include 6.43-inch full-HD+ (1,080×2,400 pixels) Fluid AMOLED display with 90Hz refresh rate. There’s triple rear camera setup with 50-megapixel primary sensor, and 4,500mAh with Warp Charge 65.
The Nord series smartphones are reported to have done well in terms of sales in the market. Earlier this year, OnePlus also launched Nord CE, a budget variant of Nord, priced at Rs 21,999 onwards.


The global lithium-ion battery market size is estimated to grow at a CAGR of 14.9% during (2019 – 2025), it is expected to grow from USD 26.9 billion in 2018 to account to USD 71.04 billion by 2025.
New York, Nov. 24, 2022 (GLOBE NEWSWIRE) — According to The Insight Partners’ new study “Lithium-ion Battery Market Size, Share and Growth Forecasts to 2025 – Global Analysis and Forecasts Type (Lithium Cobalt Oxide, Lithium Iron Phosphate, Lithium Nickel Manganese Cobalt Oxide, Lithium Manganese Oxide, Lithium Titanate Oxide), by Power Capacity (0 – 3000mAh, 3000 – 10000mAh, 10000mAh – 60000mAh, and >60000mAh), by Application (Consumer Electronics, Automotive, Industrial, Energy Storage Systems, Aerospace & Defense, Medical Devices, and Others)”, The global lithium-ion battery market growth is fuelled by increase in need and demand for electric vehicles, surge in volume of consumer electronic devices globally and continuous investment towards development of improved efficiencies of Li-ion batteries. The Asia-Pacific Lithium-ion battery market is expected to grow with a attractive CAGR growth rate of 14.6% from 2018 to 2025.
Get Sample PDF Copy of Lithium-Ion Battery Market Size – COVID-19 Impact and Global Analysis with Strategic Developments at: https://www.theinsightpartners.com/sample/TIPTE100001053
Global Lithium-Ion Battery Market – Report Scope:
|Market Size Value in||USD 26.9 Billion in 2018|
|Market Size Value by||USD 71.04 Billion by 2025|
|Growth rate||CAGR of 14.9% from 2019-2025|
|No. of Pages||151|
|No. of Tables||17|
|No. of Charts & Figures||75|
|Historical data available||Yes|
|Segments covered||Type, Power Capacity, Application|
|Regional scope||North America, Europe, Asia Pacific, Middle East & Africa, South & Central America|
|Country scope||US, Canada, Mexico, UK, Germany, Spain, Italy, France, India, China, Japan, South Korea, Australia, UAE, Saudi Arabia, South Africa, Brazil, Argentina|
|Report coverage||Revenue forecast, company ranking, competitive landscape, growth factors, and trends|
Global Lithium-ion Battery Market: Competitive Landscape and Key Developments
Tesla Motors Inc., Panasonic Corporation, Toshiba Corporation, Samsung SDI Co. Ltd., Automotive Energy Supply Corporation, Hitachi Chemical Co. Ltd., LG Chem Ltd., GS Yuasa Corporation, A123 Systems LLC, and Johnson Controls International Inc. are among the leading players profiled in the lithium-ion battery market report. Several other essential market players were analyzed for a holistic view of the market and its ecosystem. The report provides detailed market insights, which help the key players strategize their growth. A few developments under Lithium-ion battery market are mentioned below:
- In 2018, Toshiba Infrastructure Systems & Solutions Corporation and Companhia Brasileira de Metalurgia e Mineração signed joint research and development agreement on the development of anode material for lithium-ion batteries using Niobium Titanium Oxide (NTO).
Inquiry Before Buying at: https://www.theinsightpartners.com/inquiry/TIPTE100001053
- In 2017, Samsung SDI Completed EV Battery Plant Construction in Hungary, which is involved in production of high-power and high-efficiency batteries designed using state-of-art technology.
Lithium-Ion Battery Market Growth Drivers:
Emergence of Novel Technologies to Upgrade Existing Materials in Li-Ion Batteries to Provide Lucrative Opportunities for Lithium-ion Battery Market Growth During (2019-2025).
The Lithium-ion Battery that is used for energy storage and power provisioning to various industry verticals is currently experiencing very high adoptions especially by the automotive and consumer electronics industry verticals. Advantages such as higher energy efficiency, and extended battery life provided by these batteries are leading to wider adoptions. In the current scenario almost all the computer electronics, smartphones, tablets, and other consumer electronic devices are powered by a Lithium-ion battery. The development of advanced energy storage technologies is a critical factor in the success of the decarbonization of modern economies. Over the last few years, they have played a major role in the growth and evolution of the energy, automotive and electronic appliances sectors. While multiple technologies exist encompassing pump-hydro, compressed air, flywheels and batteries; Li-ion technologies have provided the energy and power requirements to meet the technical demands of these three sectors.
Surge in volume of Consumer Electronic Devices Globally
A lithium-ion battery is a type of rechargeable battery with greater stability and safety along with more energy capacity compared to other commercially available batteries. The production on a lithium-ion battery is ramping up owing to the surging demand from electric vehicles, consumer electronics, and energy storage systems. It is extensively used in a wide range of electronic devices such as mobile phones, laptops, iPods, and PDA’s including many others. Also, uses of lithium-ion battery comprise of radio-controlled hobby vehicles, notebooks, portable vaporizer, drones, and UAV. Currently, connected and smart consumer products are much in demand as compared to simple electronic products and purely mechanical devices. However, in such smart devices battery is the key power capacity taken into consideration while designing products. As a result, Li-ion batteries are the popular choice for consumer electronic products owing to their design flexibility, recharge ability, and ease of getting fit in a custom size. Thus, the Lithium-ion batteries is poised to provide numerous profitable business opportunities for the market players in the coming years.
Have a question? Speak to Research Analyst: https://www.theinsightpartners.com/speak-to-analyst/TIPTE100001053
The Lithium-ion battery market growth in North America is mainly driven by increased developments in terms of modern technology adoption, the standard of living, infrastructure, and many others. Across North America, the technological advancements have led to highly competitive markets. With the rising demand from the customer for high-quality services and products, companies are constantly innovating to serve their customer in the best possible way. Being a technologically advanced country, coupled with high disposable incomes with individuals, the consumer electronics industry has blossomed in the region. The density of consumer electronic devices in the region is quite high. Smartphones, tablets, Personal Computers, music players, DVD players, Television sets, washing machines and other home based electronic devices have found a wider user base in North America. Lithium-ion batteries provide extended battery lives and higher energy efficiencies in these consumer electronic devices and hence, higher number of device manufacturers in the North American region are integrating Lithium-ion batteries. General Electric, Alpine Electronics, Apple, Inc., BBK Electronics, Harman International, and HP Inc. are some of the major consumer electronics manufacturers in North America.
Directly Purchase Premium Copy of Lithium-Ion Battery Market Growth Report at: https://www.theinsightpartners.com/buy/TIPTE100001053
Lithium-ion battery Market: Industry Overview
The Lithium-ion battery market has been segmented on the basis of type, power capacity, application, and geography. Based on type, the Lithium-ion battery market is segmented into lithium cobalt oxide batteries, lithium iron phosphate batteries, lithium nickel manganese cobalt oxide batteries, lithium manganese batteries, lithium titanate oxide batteries and others. In terms of power capacity, the Lithium-ion battery market is segmented into 0 – 3000mAh, 3000mAh – 10000mAh, 10000 – 60000mAh, and >60000mAh. Based on application, the Lithium-ion battery market is segmented into consumer electronics, automotive, industrial, energy storage systems, aerospace & defense, medical & healthcare, and others. Based on geography, the Lithium-ion battery market is segmented into North America, Europe, Asia Pacific (APAC), the Middle East & Africa (MEA), and South America (SAM).
Browse other research published by The Insight Partners:
Advanced Lithium-Ion Battery Market Forecast to 2028 – COVID-19 Impact and Global Analysis By Material (Anode, Cathode); Component (Separators, Current Collectors, Solvents, Others); End User (Consumer Electronics, Automotive, Industrial, Others) and Geography
Lithium-Ion Battery Recycling Market Forecast to 2027 – COVID-19 Impact and Global Analysis By Technology (Lithium-Nickel Manganese Cobalt, Lithium-Iron Phosphate, Lithium-Manganese Oxide, Lithium-Titanate Oxide, and Lithium-Nickel Cobalt Aluminum Oxide) and Application (Automotive, Mining, Consumer Electronics, Industrial, and Power)
Lithium Battery Charger IC Market Forecast to 2028 – COVID-19 Impact and Global Analysis By Charger Type (Switching Battery Chargers, Linear Battery Chargers, Pulse Battery Chargers, Others); Appliance (Power Tools, Vacuum Cleaners, Gardening Tools, Others); End User (Consumer Electronics, Energy and Power, Automotive, Others) and Geography
Battery Testing Equipment Market Forecast to 2028 – COVID-19 Impact and Global Analysis By Product Type (Portable and Stationary), Application (Module Testing, Cell Testing, and Pack Testing), and End User (Automotive, Electronics & Semiconductor, Telecom, Healthcare, Energy & Utility,) and Others
Battery Cyclers Market Forecast to 2028 – COVID-19 Impact and Global Analysis By Channel Type (16, 8, and 4), Battery Type [Lead Acid, Nickel Cadmium (NiCd) Batteries, Nickel-Metal (NiMh) Batteries, and Lithium-Ion (Li-Ion) Batteries], and End User (Aerospace, Energy & Power, Automotive, Consumer Electronics, and Others
Lawn Mower Batteries Market Forecast to 2028 – Covid-19 Impact and Global Analysis – by Type (Lithium Ion, Lead Acid, and Others); End-user (Commercial, and Residential)
Energy Storage Systems Market Forecast to 2028 – Covid-19 Impact and Global Analysis – by Technology (Pumped Hydro Storage, Flywheel, Compressed Air, Nickel Cadmium, Sodium Sulphur, Lithium, Lead Acid); Application (On-grid, Off-grid) and Geography
Silicon Anode Battery Market to 2027 – Global Analysis and Forecasts by Capacity (< 1500 mAh, 1500 mAh- 2500 mAh, and > 2500 mAh); Application (Automotive, Consumer Electronics, Medical Devices, Energy & Power, Industrial, and Others)
Battery Separators Market Forecast to 2028 – COVID-19 Impact and Global Analysis – by Battery Type (Lithium-Ion Battery, Lead Acid Battery, Alkaline Battery, and Others), Material (Polypropylene, Polyethylene, Polyolefin, and Others), End-Use Industry (Automotive, Consumer Electronics, Industrial, and Others), and Geography
Industrial Battery Market to 2027 – Global Analysis and Forecasts by Type (Lead-acid Batteries, Lithium-based Batteries, Nickel-based Batteries, Others); Application (Telecom & Data Communication, Industrial Equipment, Uninterruptible Power Supply (Ups)/Backup, Mining, Marine, Others)
The Insight Partners is a one stop industry research provider of actionable intelligence. We help our clients in getting solutions to their research requirements through our syndicated and consulting research services. We specialize in industries such as Semiconductor and Electronics, Aerospace and Defense, Automotive and Transportation, Biotechnology, Healthcare IT, Manufacturing and Construction, Medical Device, Technology, Media and Telecommunications, Chemicals and Materials.
If you have any queries about this report or if you would like further information, please contact us:
Contact Person: Sameer Joshi
E-mail: [email protected]
Press Release: https://www.theinsightpartners.com/pr/lithium-ion-battery-market
Disclaimer: The above press release comes to you under an arrangement with GlobeNewswire. IndiaChron.com takes no editorial responsibility for the same.


The “Excellent Series Computer Class 8” is a cutting-edge educational program aligned with the National Education Policy (NEP) 2020. This series is meticulously crafted to empower eighth-grade students with comprehensive computer science knowledge. It integrates modern pedagogical approaches, practical applications, and real-world relevance to foster digital literacy and critical thinking skills. The curriculum covers coding, software development, cybersecurity, and emerging technologies, providing a solid foundation for future technological endeavors. With an emphasis on hands-on learning, this series ensures students not only understand theoretical concepts but also gain practical proficiency, preparing them for the dynamic challenges of the digital era.


Wipro has been named a ‘Leader’ by the global research and advisory firm NelsonHall in its latest NEAT analysis on Internet of Things (IoT) services.
NelsonHall evaluated 11 of the most significant IoT service providers, across over 40 criteria. According to the profile detailing Wipro’s IoT capabilities, Wipro is an end-to-end service provider for IoT, moving the client from consulting services, to device engineering and machine analytics, systems integration, platform and application services, workflow building, and managed services.
The report identifies the following strengths of Wipro in IoT services:
- Strong in IoT application services
- Strong product engineering services, to take clients into product manufacturing for device prototyping
- Investment in Intellectual Property across a number of industries for IoT, with a high level of investment through its venture fund in either IoT, or areas that directly benefit IoT
- Services to support the management of aftermarket services, through IoT security services and related command center services.
Download Report: http://iot.wiprodigital.com/news/nelsonhall/
According to Mike Smart, IT Services Research Analyst, NelsonHall, “Wipro has demonstrated the ability to enable the building of IoT technologies from ideation and consulting services (including product engineering, systems integration, IoT platform and application services) to the management of IoT systems with a strong set of frameworks. Its push to develop patented applications has benefited clients in the IoT space, especially in healthcare, connected vehicles, and manufacturing.”
Elaborating on Wipro’s vision and focus on IoT, Rajan Kohli, Senior Vice President and Global Head, Digital, Wipro Limited said, “IoT is increasingly becoming a part of every digital initiative to increase revenue, reduce cost or provide new and unique experiences to customers. Providing an agnostic, end-to-end IoT service capability helps our customers deliver meaningful, relevant and seamless experiences to their customers across touch points. I’m proud of our team and we are working with customers to turn the ‘internet of things’ into an ’internet of experiences’. ”


Alternative Energy (Downloadable PDF)
MicroFab is developing low-cost, high-volume, flexible solar cell manufacturing methods using company’s patented drop-on-demand ink-jet technology. This system will enable printing of solar cells of any size on any type of substrate including plastics, making it a lower cost alternative to conventional inorganic semiconductor-based solar cells. Current developments are focusing on existing bulk heterojunction organic PV materials.
Researchers at multiple institutions are developing ink-jet based fuel cell manufacturing processes. Specific activities include: controlling the deposition of expensive catalyst; printing polymer membrane materials; developing new materials using combinatorial approaches; and patterning adhesives/sealants. MicroFab's development activities include printing nanoparticle inks, functional polymers, adhesives, and 3-D interconnect structures.
Some of the advantages of ink-jet technology for fuel cell manufacturing are:
- Low waste of precious metals like Pt;
- Low cost deposition process;
- High precision;
- Direct write, data-driven process;
- Non-contact printing;
- Scalable to production;
- Allows for combinatorial approaches; and
- Allows for printing on conformal surfaces.
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This is the DuraTrax Onyx 11.1V 5000mAh 25C Soft Case LiPo Battery with the Traxxas Plug.
- Ideal for 1/10 scale car applications
- Prewired with Traxxas high current connector
- 11.1V 5000mAh 25C Hard Case LiPo Battery with Traxxas High Current Connector
- Balancer and LiPo compatible charger or LiPo charger with built-in balancer such as the Onyx 235.
- Voltage Rating: 11.1V
- Rated Capacity: 5000mAh
- Discharge Rating: 25C continuous
- Dimensions: 1.7 x 1.2 x 5.4" (43 x 31 x 137mm)
- Weight: 13.5oz (383g)
- Discharge Lead/Connectors: 12AWG Wires, Traxxas Plug
- Balancing Connector: ElectriFly
- Watt Hours: 56Wh


Shanghai, January 8th, 2019—Recently, project was approved as the 2018 Shanghai Artificial Intelligence (AI) Innovation and Development Special Fund Project. The project is currently the only approved AI project for the petrochemical industry in Shanghai.
With rapid development in national industrial intelligent technologies, unmanned and intelligent systems have become the key development direction for the petroleum industry in recent years. Against this backdrop, application of industrial intelligent technologies and development of inspection robots are critical requirements for the petrochemical industry’s future development. The goal of Hilong’s inspection robot project is to develop a multidimensional intelligent sensing inspection robot system that has the ability to detect multiple safety risk anomalies in key facilities in the petrochemical industry. The system is expected to replace manual inspection, thereby reducing the risk of casualties in this high-risk industry. The system will collect and obtain production operation and maintenance data of key plants and utilize Big Data technologies to rapidly detect and evaluate production equipment status, provide malfunction early warning and alarms, and provide evaluation, decision-making and other functions based on intelligent data analysis and identification technology. The system will ensure safe and stable operations in the petrochemical industry.
Hilong’s inspection robot system will consist of an intelligent inspection robot terminal, a data management application software platform and auxiliary support facilities. The project utilizes current technologies in the field of artificial intelligence (image recognition, voice recognition, Big Data mining, intelligent navigation, etc.), cloud computing and Internet of Things, as well as cutting-edge security detection technologies in the petrochemical industry.
Xu Changxue, Chief Engineer of Hilong Group, said, “Hilong’s inspection robot project is a significant step for Hilong’s technology-led transformation strategy. It will help Hilong upgrade from being a general technology-based enterprise to an intensive high-tech intensive enterprise, while at the same time, it will lay a solid foundation for integrating Hilong’s pipeline business.”
He said that Hilong has already developed two industrial safety monitoring products—Pipeline Line Safety Warning System and Optical Cable Fault Positioning System. Hilong also established an information technology company in 2018, focused on research and development and technical services in industrial safety monitoring and intelligent industrial testing products for the petrochemical industry.


An acoustic electric guitar is an acoustic guitar which has microphones, transducers or pickups fitted into the guitar. When using these hybrid guitars, one gets to enjoy the music of the acoustic tones along with the advantage of its electric capabilities. Acoustic guitars no doubt produce melodious tones, but when it comes to the volume levels and rocking music, they cannot compete with the electric guitars. Achieving the desired volume levels is possible by fitting a specially designed pick up into the acoustic guitar.
Acoustic electric guitars are also known as electro-acoustic guitars and often these electro acoustic guitars are confused with semi acoustic guitars. Semi acoustic guitars are entirely different from acoustic electric guitars since they are electric guitars which have hollow bodies of acoustic guitars. Remember electro-acoustic guitars are acoustic guitars with electric parts.
One of the major features of electro acoustic guitars is that, they can be used just as acoustic guitars to produce acoustic tones or can use electric capabilities too, when necessary. Most of the acoustic electric guitars either have piezoelectric pickups which are installed under the bridge of the guitar or have microphones which are fitted inside the guitar body. These pickups convert the vibrations in the body of the guitar to electric signals. These electric signals in the body of guitar are amplified by the preamplifier fitted into the guitar body and then fed to the main amplifier.
The preamplifiers used in the body of the guitar are usually equalizers with up to six frequency bands. Some of the guitars also have preamplifiers with various tone controls. The use of preamplifiers eliminates the necessity of using microphones and hence the electro acoustic guitar is often referred to as plug-in acoustic guitars since they can be directly plugged into the speaker system.
The electro acoustic guitar has more of the acoustic guitar principles than the electric guitar principles. Unlike the electric guitars, in which the vibrations of strings are converted into electric signals, electric signals in the acoustic electric guitars are generated by the vibration of the guitar body or the top. Thus it is the acoustic body of the guitar which is responsible for the tones produced and amplification of the tones is done by the electric plug-ins. The body and other features of the electro acoustic guitar resemble that of the acoustic guitar.
Acoustic electric guitars are commonly used in folk, classical styles of music and also various bands and modern music like rock, pop etc. These hybrid acoustic guitars allow playing of various types of songs, be it a quiet melodious song or a high pitch rock song.


Workload Analysis with Intel® Simics® Virtual Platforms (SAMOS 2021)
Intel® Simics® is a proven fast functional and scalable virtual platform framework that has been in industrial use since the late 1990s. In 2021, we made Simics available for free to anyone who wants to use it. In this tutorial, we will show some examples of how Simics can be used for workload analysis using the instrumentation and inspection capabilities of Simics 6. Simics offers processor models that execute recent Intel ISAs embedded in an IA platform that runs open-source UEFI, Linux, Windows, and other software unmodified. In the workshop, we will try some features like instruction mix analysis, cache simulation, analyzing driver code, and simulating a network of machines (in a single process).
Processing Data Where It Makes Sense in Modern Computing Systems: Enabling In-Memory Computation (SAMOS 2022)
Today’s systems are overwhelmingly designed to move data to computation. This design choice goes directly against at least three key trends in systems that cause performance, scalability and energy bottlenecks: 1) data access from memory is already a key bottleneck as applications become more data-intensive and memory bandwidth and energy do not scale well, 2) energy consumption is a key constraint in especially mobile and server systems, 3) data movement is very expensive in terms of bandwidth, energy and latency, much more so than computation. These trends are especially severely-felt in the data-intensive server and energy-constrained mobile systems of today. At the same time, conventional memory technology is facing many scaling challenges in terms of reliability, energy, and performance. As a result, memory system architects are open to organizing memory in different ways and making it more intelligent, at the expense of slightly higher cost. The emergence of 3D-stacked memory plus logic, the adoption of error correcting codes inside the latest DRAM chips, and intelligent memory controllers to solve the RowHammer problem are an evidence of this trend. In this talk, I will discuss some recent research that aims to practically enable computation close to data. After motivating trends in applications as well as technology, we will discuss at least two promising directions: 1) performing massively-parallel bulk operations in memory by exploiting the analog operational properties of DRAM, with low-cost changes, 2) exploiting the logic layer in 3D-stacked memory technology in various ways to accelerate important data-intensive applications. In both approaches, we will discuss relevant cross-layer research, design, and adoption challenges in devices, architecture, systems, applications, and programming models. Our focus will be the development of in-memory processing designs that can be adopted in real computing platforms and real data-intensive applications, spanning machine learning, graph processing, data analytics, and genome analysis, at low cost. If time permits, we will also discuss and describe simulation and evaluation infrastructures that can enable exciting and forward-looking research in future memory systems, including Ramulator and SoftMC.
Bio: Onur Mutlu is a Professor of Computer Science at ETH Zurich. He is also a faculty member at Carnegie Mellon University, where he previously held the Strecker Early broader research interests are in computer architecture, systems, hardware security, and bioinformatics. A variety of techniques he, along with his group and collaborators, has invented over the years have influenced industry and have been employed in commercial microprocessors and memory/storage systems. He obtained his PhD and in ECE from the University of Texas at Austin and BS degrees in Computer Engineering and Psychology from the University of Michigan, Ann Arbor. He started the Computer Architecture Group at Microsoft Research (2006-2009), and held various product and research at Intel Corporation, Advanced Micro Devices, VMware, and Google. received the IEEE Computer Society Edward J. McCluskey Technical Achievement Award, ACM SIGARCH Maurice Wilkes Award, the inaugural IEEE Computer Society Young Computer Architect Award, the inaugural Intel Early Career Faculty Award, US National Science Foundation CAREER Award, Carnegie Mellon University Ladd Research Award, partnership awards from various companies, and a healthy number of best paper or “Top Pick” paper recognitions at various computer systems, architecture, and hardware security venues. He is an ACM Fellow “for contributions to computer architecture research, especially in memory systems”, IEEE Fellow for “contributions to computer architecture research and practice”, and an elected member the Academy of Europe (Academia Europaea). His computer architecture and digital logic design course lectures and materials are freely available on YouTube, and his research group makes a wide variety of software and hardware artifacts freely available online. For more information, please see his webpage at https://people.inf.ethz.ch/omutlu/.
Tutorial on Machine Learning (SAMOS 2022)
In this tutorial we will go through a high level taxonomy of the disperse field of machine learning focusing on the latest and the most widely focused-upon approaches in industry. Matrix factorization techniques, reinforcement learning, and deep graph networks will be highlighted. We will discuss where each type of approach is powerful and the underlying assumptions of each model. We then delve deeper into the widespread application of recommendation systems and associated implementation/computational challenges. We will use case studies from eCommerce to illustrate key take-aways.
Tutorial on Quantum Computing (SAMOS 2019)
Quantum computers hold the promise for solving efficiently important problems in computational sciences that are intractable nowadays by exploiting quantum phenomena such are superposition and entanglement. One of the most famous examples is the factorization of large numbers using Shor’s algorithm. For instance, a 2000-bit number could be decomposed in a bit more than one day using a quantum computer whereas a data center of approx. 400.000 km2 built with the fastest today’s supercomputer would require around 100 years. This extraordinary property of quantum computers together with the great evolution of the quantum technology in the last past years has made that large companies as Google, Lockheed Martin, Microsoft, IBM and Intel are substantially investing in quantum computing. Up to now, quantum computing has been a field mostly dominated by physicists. They are working on the design and fabrication of the basic units of any quantum system, called quantum bits or qubits. However, building a quantum computer involves more than producing ‘good’ qubits. It requires the development on an entire quantum computer architecture. This tutorial will introduce the basic notions of quantum computing; going from quantum bits, superposition and entanglement, to quantum gates and circuits, up to quantum algorithms. The tutorial will provide hands-on exercises based on our QX simulator platform (http://quantum-studio.net), allowing the participants to implement some simple quantum circuits/algorithms. We will also address the main challenges when building a large-scale quantum computer. The objective of this tutorial is to introduce the basics of quantum computing and show where the scientific challenges are.
Tutorial on Memory Systems and Memory-Centric Computing Systems: Challenges and Opportunities (SAMOS 2019)
The memory system is a fundamental performance and energy bottleneck in almost all computing systems. Recent system design, application, and technology trends that require more capacity, bandwidth, efficiency, and predictability out of the memory system make it an even more important system bottleneck. At the same time, DRAM and flash technologies are experiencing difficult technology scaling challenges that make the maintenance and enhancement of their capacity, energy efficiency, performance, and reliability significantly more costly with conventional techniques. In fact, recent reliability issues with DRAM, such as the RowHammer problem, are already threatening system security and predictability. We are at the challenging intersection where issues in memory reliability and performance are tightly coupled with not only system cost and energy efficiency but also system security. In this lecture series, we first discuss major challenges facing modern memory systems (and the computing platforms we currently design around the memory system) in the presence of greatly increasing demand for data and its fast analysis. We then examine some promising research and design directions to overcome these challenges. We discuss at least three key topics in some detail, focusing on both open problems and potential solution directions:
- Fundamental issues in memory reliability and security and how to enable fundamentally secure, reliable, safe architectures.
- Enabling data-centric and hence fundamentally energy-efficient architectures that are capable of performing computation near data.
- Reducing both latency and energy consumption by tackling the fixed-latency/energy mindset.
If time permits, we will also discuss research challenges and opportunities in enabling emerging NVM (non-volatile memory) technologies and scaling NAND flash memory and SSDs (solid state drives) into the future.
Bio: Onur Mutlu is a Professor of Computer Science at ETH Zurich. He is also a faculty member at Carnegie Mellon University, where he previously held Strecker Early Career Professorship. His current broader research interests are in computer architecture, systems, hardware security, and bioinformatics. A variety of techniques he, along with his group and collaborators, has invented over the years have influenced industry and have been employed in commercial microprocessors and memory/storage systems. He obtained his PhD and MS in ECE from the University of Texas at Austin and BS degrees in Computer Engineering and Psychology from the University of Michigan, Ann Arbor. He started the Computer Architecture Group at Microsoft Research (2006-2009), and held various product and research positions at Intel Corporation, Advanced Micro Devices, VMware, and Google. He received the inaugural IEEE Computer Society Young Computer Architect Award, the inaugural Intel Early Career Faculty Award, US National Science Foundation CAREER Award, Carnegie Mellon University Ladd Research Award, faculty partnership awards from various companies, and a healthy number of best paper or “Top Pick” paper recognitions at various computer systems, architecture, and hardware security venues. He is an ACM Fellow “for contributions to computer architecture research, especially in memory systems”, IEEE Fellow for “contributions to computer architecture research and practice”, and an elected member of the Academy of Europe (Academia Europaea). For more information, please see his webpage at https://people.inf.ethz.ch/omutlu/.
[Part 1: Memory Importance and Trends: PPTX, PDF]
[Part 2: RowHammer: PPTX, PDF]
[Part 3: Computation in Memory: PPTX, PDF]
[Part 4: Low-Latency Memory: PPTX, PDF]
[Part 5: Principles and Conclusion: PPTX, PDF]
Tutorial on The HSA System Architecture in Detail (SAMOS 2014)
The tutorial is intended to give an in-depth outline of the various hardware and software components and how applications interface to a HSA platform. Slides
Tutorial on Mitigation of soft errors: from adding selective redundancy to changing the abstraction stack (SAMOS 2014)
Soft errors caused by ionizing radiation are already an issue for current technologies, and with the estimates of transistors scaling to 5.9 nm by 2026, computing devices will be forced to employ some reliability mechanism to ensure proper computation at a reasonable cost. Previously a major concern only in aerospace and avionic applications, soft errors have been recently reported also on the Earth level, in applications ranging from high performance computing to critical embedded systems, such as automotive, for instance. We believe that a knowledge on the causes of soft errors and on the pros and cons of different approaches to mitigate their effects is valuable for those working not only on microprocessor reliability, but also for those concerned with the design of software systems, since some error mitigation techniques might require the redesign of the computational stack. This way one can avoid the huge cost in terms of area, performance or energy incurred in traditional techniques. In this half a day tutorial we will focus on ionizing radiation as the source for soft errors and explain how experiments with real radiation are performed in order to evaluate the susceptibility of digital circuits to soft errors. We will then present and analyze pros and cons of some approaches in the literature to mitigate faults defined according to a fault model. We conclude by exploring challenges on the re‐design of the computational stack when taking into account soft errors, in order to achieve high reliability, high performance and low energy designs in different application domains.
Tutorial scope and objectives
The goal of this tutorial is to present advanced techniques to cope with soft errors in several layers of the abstraction stack. We start with a characterization of the problem and its causes, developing an overview of the mechanisms involved in soft errors creation by ionizing radiation and other sources. We then present some approaches that can be used to mitigate soft error effects. The occurrence of soft errors tends to increase as circuits get smaller, and their effects are magnified as advanced technologies are embedded in commonly used systems. These advances in the technology, while reducing the overall reliability of the system, have also opened up the opportunity for re‐designing the stack of abstraction and associated programming models. We believe that this half a day tutorial can contribute to disseminate knowledge on soft errors and how they can be taken into account when proposing new architectures and programming models.
Researches and graduate students interested in fault tolerance and reliability, working at different abstraction levels, and also those interested in program transformations and the re‐design of the abstraction stack.
Topics to be covered
The tutorial is organized as follows:
- PART 1: Characterizing soft errors, its causes and its effects, traditional strategies for error mitigation and detection.
- PART 2: Analyzing current approaches for mitigating effects of soft error, and challenges for redesigning the computational stack taking into account soft errors detection and correction.
The topics to be covered in each part are the following:
PART 1 – Characterizing soft errors, its causes and its effects, traditional strategies for error mitigation and detection:
- causes and consequences of soft errors;
- concrete examples/reports of disruptions caused by soft errors in critical applications (avionics, space applications, automotive, medicine, oil exploration, nuclear plants, etc);
- how to estimate/predict how sensitive to soft errors a circuit is? Reports on experiments with real radiation;
- current approaches: triple modular redundancy, invariant checkers, block signature checking, processor watchdogs;
- pros and cons of current approaches regarding fault coverage, area, performance and energy consumption.
PART 2 – Analyzing approaches for mitigating effects of soft errors and challenges for the re‐design of the computational stack:
- fault model as an abstraction of the real phenomena and as a reference for evaluating mitigating approaches;
- new challenges that soft errors bring to the area of fault tolerance and to microprocessor resilience;
- how soft errors can be taken into account when designing a new computational stack;
- the effect of soft errors in massively parallel machines, and how to cope with them using only software related techniques and programming guides.
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NAZAR, G. ; RECH, P. ; FROST, C. ; CARRO, L. Radiation and Fault Injection Testing of a Fine‐Grained Error Detection Technique for FPGAs. IEEE Transactions on Nuclear Science, v. 60‐4, 2742 – 2749, 2013.
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Biography of the Speakers
Luigi Carro has received the electrical engineering, M.Sc. and Ph.D. degree in Computer Science from Federal University of Rio Grande do Sul, Porto Alegre, Brazil. He is a full professor at the Institute of Informatics at UFRGS. He has considerable experience with computer engineering with emphasis on hardware and software design for embedded systems focusing on: embedded electronic systems, processor architecture dedicated test, fault tolerance, and multiplatform software development. He has advised more than 20 graduate students, and has published more than 150 technical papers on those topics. He has authored the book Digital Systems Design and Prototyping (2001‐in Portuguese) and is the co‐author of Fault‐Tolerance Techniques for SRAM‐based FPGAs (2006‐Springer), Dynamic Reconfigurable Architectures and Transparent optimization Techniques (2010‐Springer) and Adaptive Systems (Springer 2012).
Álvaro Moreira has a B.Sc and a M.Sc in Computer Science from Federal University of Rio Grande do Sul, Porto Alegre, Brazil, and a PhD in Computer Science from the University of Edinburgh, Scotland. He is an associate professor at the Institute of Informatics at UFRGS. He is interested in software‐based approaches for mitigation of soft errors, in the formal definition of fault models and in the formal semantics of new ISAs that take into account soft errors.