Articles about Models

Dell offers crunch-in-a-box set of Edge teeth to Internet of Things things

Dell has developed the Edge Gateway 3000 Series of boxes so IoT customers can do some data analysis at the edge of their IoT network, to make real-time local decisions about the operations of IoT-monitored machinery and reduce bandwidth needs for data transfer to a central site. These embedded systems have been developed from …
Chris Mellor, 27 Feb 2017

Autonomous cars are about to do to transport what the internet did to information

If a time machine could slingshot us back a quarter of a century to 1992, we’d visit a world in which print and broadcast media chugged along in rude health. Everyone read newspapers, and watched television because, well, what else could you do to stay informed? In 1992, only a few hundred people knew about the World Wide Web …
Mark Pesce, 27 Feb 2017

Machines taught how to 'smell' by new algorithm. How will they cope with shower-dodging nerds?

Machines don’t have noses – but they can now attempt to identify scents thanks to a nifty new algorithm. A big international group of scientists pooled together to launch the Dream Olfaction Prediction Challenge, a crowd-sourced competition to learn how to predict the scent of molecules. Essentially, the idea is to craft …
Katyanna Quach, 27 Feb 2017

Google to annihilate online trolling with ... tra-la-la! Machine! Learning!

Google and Jigsaw, an Alphabet incubator, hope to tackle online trolling with the launch of Perspective: a new piece of software that uses machine learning to highlight “toxic comments.” Late last year, a study by the US Center for Innovative Public Health Research found that 72 per cent of Americans over the age of 15 had …
Katyanna Quach, 24 Feb 2017
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Your IDE won't change, but YOU will: HELLO! Machine learning

Machine learning has become a buzzword. A branch of Artificial Intelligence, it adds marketing sparkle to everything from intrusion detection tools to business analytics. What is it, exactly, and how can you code it? Programs historically produce precise results using linear instructions. Fetch that file, open it, alter this …
Danny Bradbury, 23 Feb 2017

From drugs to galaxy hunting, AI is elbowing its way into boffins' labs

Feature Powerful artificially intelligent algorithms and models are all the rage. They're knocking it out of the park in language translation and image recognition, but autonomous cars and chatbots? Not so much. One area machine learning could do surprisingly well in is science research. As AI advances, its potential is being seized …
Katyanna Quach, 23 Feb 2017
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L'Internet des objets: French firm Sigfox inks deal with Telefonica

Internet of Things bods Sigfox have struck a global deal with Telefonica to offer their unlicensed spectrum connectivity tech through the telco. Sigfox’s connectivity tech competes with the Narrowband Internet of Things (NB-IoT) wireless connectivity specification, which is the IoT standard generally favoured by telcos. This …
Gareth Corfield, 22 Feb 2017
Clone army star wars

Clone it? Sure. Beat it? Maybe. Why not build your own AWS?

You can't move without IT companies telling you about the "amazing" new technologies and features they've just launched, how you can't live without them, and what a shock it is that you've managed all these years before they were developed. And of course the bigger the company, the more new stuff they tend to pump out and the …
Dave Cartwright, 22 Feb 2017

Neuromorphic progress: And we for one welcome our new single artificial synapse overlords

A team of engineers has built an artificial synapse with the hopes of creating a neural network system with similar processing powers as the human brain. "The brain is capable of massively parallel information processing while consuming only 1‑100 fJ per synaptic event. Inspired by the efficiency of the brain, CMOS-based …
Katyanna Quach, 22 Feb 2017
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Suffering ceepie-geepies! Do we need a new processor architecture?

Backgrounder Do we need a new processor architecture? Graphcore says that machine learning computation is different from existing computational types, and will be broad enough in its usage for – as well as accelerated significantly by – a dedicated processor architecture. If UK-based Graphcore is right, then its IPU will join CPU and GPU …
Chris Mellor, 21 Feb 2017
Crystal ball. Pic: Shutterstock

The stunted physical SAN market – Dell man gives Wikibon forecasts his blessing

Analysis Current thinking among vendors with hyper-converged and converged infrastructure offerings is that physical SANs are in decline and their market is shrinking. Chad Sakac, Converged Platforms Division president at Dell EMC, is the latest high-profile prognosticator to push this view. The Wikibon consultancy first talked about …
Chris Mellor, 20 Feb 2017
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Love lambda, love Microsoft's Graph Engine. But you fly alone

Analysis Much has changed at Microsoft since Steve Ballmer described Linux as "a cancer" in reaction to the open-source flag-flyer's threat to Redmond's money-spinning Windows business. Three years after Redmond's researchers published their whitepaper on distributed graph engine Trinity, Microsoft has announced that it has released …
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What does a complex AI model look like? Here's some Friday eye candy from UK biz Graphcore

Pics Brit chip startup Graphcore has produced sexy images of its graph processing. We wrote about Graphcore scoring $30m A-round funding in October. The processor designer came out of two years in XMOS-incubated stealth mode at that time, and was founded by CEO Nigel Toon and CTO Simon Knowles. XMOS is a fabless semiconductor …
Chris Mellor, 17 Feb 2017
Sherlocks

Analyse this: IBM moves Watson machine learning to mainframes

IBM is adding the machine learning technology from Watson to its z/OS mainframe for smarter, faster analytics of transaction data. Big Data analytics is typically applied to unstructured data in the Hadoop world. By contrast, older data warehousing and business intelligence (DW/BI) products are applied to structured data in …
Chris Mellor, 16 Feb 2017
Train in the Alps emerges from clouds. Photo by Shutterstock

Dell EMC plans to use VxRail for mutant cloud cargo

Dell EMC says smaller enterprises are rushing to combine their on-premises IT with the public cloud and is offering a turnkey scale-out hyper-converged VxRail appliance so they can do just that. The cloud hybridity comes from its Enterprise Hybrid Cloud offering, EHC, which was first introduced in October 2014 as EMC's …
Chris Mellor, 16 Feb 2017
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Dirty data, flogged cores: YES, Microsoft SQL Server R Services has its positives

The R language has enjoyed a great reputation in statistical computing and graphics for decades. However, it is also known as something for statisticians. Born around the time of Java, PHP and Python, R lags behind all three by a long chalk on the TIOBE rankings. Yet Microsoft spotted an opportunity in this era of analytics …
Andrew Cobley, 16 Feb 2017

Watch how Google's starving DeepMind AI turns hostile, attacks other bots to survive

Videos AI may be more human-like than people think. DeepMind’s latest research shows that once resources dwindle, the selfish instinct kicks in and virtual AI agents turn against each other, becoming aggressive to get what they want. The ugly side of human nature has been exposed in morality games like Prisoner’s Dilemma. In …
Katyanna Quach, 16 Feb 2017
Cell tower, view from below. Image by Shutterstock.com

Hutchison's 3UK and Google push 3.5 GHz on both sides of the pond

Analysis Some are talking about 3.5 GHz as a 5G band, but Hutchison’s deal to acquire UK Broadband to bolster its 3UK arm is all about the good old fight for LTE spectrum. This deal shows that it is not just the US’s opening of its 3.5 GHz band, via its CBRS scheme, that has thrust this spectrum into the limelight. In many parts of the …
Wireless Watch, 15 Feb 2017

Apple nabs smartphone top spot from Samsung, but for how long?

Christmas sales helped Apple steal top spot in global phone shipments from Samsung, but Gartner, who compiled the numbers, are confident that the chaebol will wrestle it back. Gartner estimated the gap between the two had narrowed to 256,000 units, with Apple a shade in front, by 77,0380,000 to 76,782,600 shipments in the …
Andrew Orlowski, 15 Feb 2017

Vinyl, filofaxes – why not us too, pleads Nokia

HMD, the custodian of the Nokia brand, is cranking up the nostalgia ahead of its return at MWC at the end of the month. Pre-publicity material is about heritage - although how much the new models have to do with the Nokia DNA is open to question. The goal of the pre-launch publicity material seems to be to remind everyone how …
Andrew Orlowski, 14 Feb 2017
Oracle logo, image by GongTo via Shutterstock

Oracle teases 'easy-to-absorb' platform updates, wants 'all' your infrastructure biz

Oracle's popped out a short explanation for the sketchy SPARC/Solaris roadmap it slipped out in January. That roadmap mentioned “SPARC next” and “SPARC next+” without offering much detail other than a promise of faster speeds and bandwidth, more cache and updates to “software in silicon”. Now John Fowler, Oracle's executive …
Simon Sharwood, 14 Feb 2017

The Mail vs Wikipedia: They're more alike than they'd ever admit

Analysis When you live in a glass house, is it wise to start a rock-throwing competition? Wikipedians this week added greatly to the amusement of the internet after around 40 contributors loftily declared that the Daily Mail was not a reliable source for citations. Much public hilarity ensued – for the reason that The Mail and …
Andrew Orlowski, 13 Feb 2017

Run this in April: UPDATE Azure SET SQLthreat_detection = 'generally available'

Microsoft says it will fully power up its Azure SQL Database Threat Detection service this spring. This technology, which has been in preview mode for the past year or so, monitors for suspicious database activities, and raises the alarm if malicious access is detected. It has been two years in the making, and will enter …
Chromebook Pro

Samsung's Chromebook Pro: Overpriced vanilla PC with a stylus. 'Wow'

Hands-on It's been nearly six years since Google announced the launch of its own operating system, Chrome OS, and the CR‑48 Chromebook running it. Since then, Chromebooks have carved out a solid chunk of market share for the operating system. Around 50 per cent of US schoolchildren use Chromebooks in the classroom and Chrome OS is now …
Iain Thomson, 10 Feb 2017

Cardiff researchers get £250k to monitor Brexit hate crime on Twitter

Cardiff University's Social Data Science Lab has been awarded a £250,000 grant to set up a centre to monitor “Brexit-related hate crime” on Twitter. The lab – based in Wales, UK, and dubbed the Centre for Cyberhate Research and Policy – will develop “a monitoring tool that displays a live feed of the propagation of hate speech …

Android Wear: The bloatware that turned into gloatware

Analysis After multiple delays, Google is finally launching Android Wear 2 today, nine months after revealing it to world+dog. This is Google's last chance to give Wear a purpose, in a market that's been savage to so many wearables. Otherwise, it's back to the drawing board. The Wear platform was rushed out to beat Apple to market, and …
Andrew Orlowski, 08 Feb 2017
Microsoft's Custom Speech Service

Eee by gum! Aye up, Microsoft, what's tha y' got? Cloud for accents?

Microsoft has build a cloud service for applications so that software can attempt to understand specialist vocabularies and cope with dialects and accents. Speech recognition works better if the algorithms can pick from a limited range of possible words and phrases, rather than attempting to recognise everything. Microsoft's …
Tim Anderson, 08 Feb 2017
Intel Atom C2000 family

Intel Atom chips have been dying for at least 18 months – only now is truth coming to light

Exclusive The flaw in Intel's Atom C2000 family of chips has been vexing Intel's hardware customers for at least a year and a half, according to a source at one affected supplier, but it wasn't immediately obvious that Intel's silicon was to blame. The well-placed insider, who spoke to The Register on condition of anonymity, said the …
Thomas Claburn, 07 Feb 2017
Redundancy

Quest Software appoints new Asian leadership

LEAK The Register has learned that Quest Software has taken “an opportunity to shape the APJ organisation in a way that will create a greater focus on our customers, improve productivity and provide each of you with more opportunities for personal and professional growth.” That quote comes from an email penned by Quest CEO and …
Simon Sharwood, 07 Feb 2017
Mars

NASA's Curiosity puts cat among the climate pigeons: Lack of CO2 sinks water theory

Data from NASA's Curiosity rover on Mars has left scientists scratching their heads. On the one hand, the bot appears to have found evidence that water once flowed on Mars, but on the other hand, the readings suggest there couldn't have been. The problem stems from carbon dioxide, or rather the lack of it. Curiosity has been …
Iain Thomson, 07 Feb 2017

Intel's Atom C2000 chips are bricking products – and it's not just Cisco hit

Updated Intel's Atom C2000 processor family has a fault that effectively bricks devices, costing the company a significant amount of money to correct. But the semiconductor giant won't disclose precisely how many chips are affected nor which products are at risk. On its Q4 2016 earnings call earlier this month, chief financial officer …
Thomas Claburn, 06 Feb 2017

BlackBerry wraps up India

Tying up loose ends, BlackBerry has found a licensee to sell BlackBerry-branded devices in India, Bangladesh, Sri Lanka, and Nepal. It now has deals in place covering the planet, the largest by far being with Chinese giant TCL. Publicly listed Optiemus Infracom will sell the devices in the Indian region. The company is a …
Andrew Orlowski, 06 Feb 2017

Hobbled by partners Dell and NetApp, where does Cisco go from here?

Analysis While HPE and Dell are concentrating on being better on-premises data centre suppliers in a hybrid cloud world, IBM on becoming a cognitive computing software supplier, and both Oracle and Microsoft on a move towards cloud, what is Cisco’s gameplan? Can the networking tiger from Tasman Drive evade evolutionary pressures …
Chris Mellor, 06 Feb 2017
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US government agency pops 16 years of solar weather data online

National Oceanic and Atmospheric Administration has released 16 years' worth of GPS solar weather data gathered by the Los Alamos National Laboratory for all comers. The data, available here, comes from instruments aboard GPS satellites and other sources. Los Alamos explains the release is designed to help researchers create …
Robot numbers photo via Shutterstock

Hard numbers: The mathematical architectures of Artificial Intelligence

Pity the 34 staff of Fukoku Mutual Life Insurance in Japan, diligently calculating insurance payouts and brutally replaced by an AI system. If you believe the reports from January, the AI revolution is here. In my opinion, the goings-on in Japan cannot possibly qualify as AI, but, in order to explain why, I have to explain …
Mark Whitehorn, 02 Feb 2017
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MNOs will lose 5G rewards to new entrants if they will not share networks

Analysis The advantages of network sharing seem glaringly obvious in a world where the mismatch between mobile data demand and mobile data ARPU is rushing MNOs’ profits. The need to reduce the cost of delivering those rising tides of data is urgent, but many operators are ready to discuss almost any tactic – Wi-Fi offload, automation, …
Wireless Watch, 02 Feb 2017
Sad Android

Bring out your dead! Firm wants to pay big bucks for old bugs

Security firm Zimperium will spend US$1.5 million buying hacks targeting flaws in three-year-old Android KitKat and ancient versions of iOS. The California threat detection company internet arms dealer will splash cash acquiring private exploits against public patched vulnerabilities dating back to at least the 2013 Android …
Darren Pauli, 02 Feb 2017

Home-pwners: Cisco's Prime Home lets hackers hijack people's routers, no questions asked

Cisco is advising ISPs and other service providers using its Prime Home system to install a security update immediately – to squash a serious remote execution bug. Switchzilla says the flaw, which was given a 10.0 CVSS score, could allow an attacker to log into the software as an administrator and remotely take control of …
Shaun Nichols, 01 Feb 2017
Tired football kid. Photo by Matt Ragen/Shutterstock

In China, Apple's gegenpress doesn't scare the locals

Analysis Apple’s main job in earnings conferences is to remind us that there’s more to the world’s most valuable company than the iPhone – while persuading us that the iPhone is doing really jolly well. The iPhone generates almost two-thirds of Apple’s wealth. The latter task was easily accomplished yesterday, as this was the first …
Andrew Orlowski, 01 Feb 2017
dog noses around in fridge. photo by Shutterstock

Free smart fridges! App stores in fountains! Plus more from Canonical man

“What if you need to update 50 million hairdryers and something goes wrong? How can you roll it back?” Thus spake Maarten Ectors, Canonical’s Internet of Things veep, who painted a picture of an IoT future where your fridge will be taken away from you unless you constantly use it as a smart app store. “From a security …
Gareth Corfield, 31 Jan 2017
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Infosec industry to drive machine learning spend surge says analyst

The information security industry's rush to adopt machine learning will help businesses burn US$96 billion on big data, intelligence, and analytics by 2021, says research house ABI . The report by lead number cruncher Dimitrios Pavlakis claims User and Entity Behavior Analytics (UEBA) and "deep learning algorithm designs" will …
Darren Pauli, 31 Jan 2017
Netgear R8000 router

WTF is your problem, Netgear? Another hijack hole found in its routers

Researchers are warning of a serious security hole that can be exploited to hijack potentially hundreds of thousands of Netgear routers. The programming blunder allows an attacker with access to the router to harvest the administrator access password. A victim could visit a malicious webpage that uses JavaScript to exploit the …
Shaun Nichols, 31 Jan 2017
Apple

Apple eats itself as iPhone fatigue spreads

The phrase "Peak Apple" has been used many times, only for the fruity firm to bounce back. Cupertino has amassed a vast fortune by ignoring the carping experts. However, the latest bout of iPhone fatigue might be more than a passing bout of flu. It's prompted one Wall Street watcher to downgrade Apple stock. The specific …
Andrew Orlowski, 27 Jan 2017

Modular dud drags LG to first loss in six years

You’re an investor in LG: do you want the bad news or the even worse news? The bad news is that the under-par performance of LG’s mobile business caused the giant chaebol to post its first loss in six years. The worse news? Executives, to reverse LG’s fortunes, are betting on er, Android smartwatches and um, a Chevy electric …
Andrew Orlowski, 25 Jan 2017
Composite image. Image by Syda Productions https://www.shutterstock.com/g/Syda+Productions

Boffins break Samsung Galaxies with one SMS carrying WAP crap

A single TXT message is enough to cause Samsung S5 and S4 handsets to return to factory settings, likely wiping users' data along the way. And because the attack exploits Android's innards, other vendors' handsets are at risk. The vulnerabilities, thankfully patched by Samsung, means attackers can send WAP configuration …
Darren Pauli, 25 Jan 2017
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Human bot hybrid finds LinkedIn email, phone number-filching holes

LinkedIn has shuttered five dangerous privacy holes that could have allowed users' phone numbers, email addresses and resumes to be downloaded, plus the deletion of all connection requests. The flaws, since patched, were found by the first human-bot hacking hybrid, the brainchild of Bangalore security boffin Rahul Sasi. Sasi …
Darren Pauli, 25 Jan 2017
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Irish townsfolk besieged by confused smut channel callers

Residents of the picturesque town of Westport, County Mayo are being driven to distraction by their confused countrymen attempting to call UK-based late night smut channel Babestation sans international dialling code. By not including the digits 44, instead of being routed through to the home of "Sexy UK Models, Glamour Girls …
Clodagh Doyle, 24 Jan 2017
Samsung 850 EVO 1TB SSD

Samsung Electronics is on fire! In a good way as profits leap

Samsung Electronics, the Chaebol's business that encompasses smartphones, monitors, memory and more, has reported a bumper fourth quarter despite its phlaming phablet fiasco. The company today reported 53.33 trillion Korean Won (US$45.5bn) in consolidated revenue and 9.22 trillion Won ($7.93bn) in operating profit for the …
Simon Sharwood, 24 Jan 2017

Furby Rickroll demo: What fresh hell is this?

Here's your future botnet, world: connected kids toys that will Rickroll their owners while hosing big servers and guessing the nuclear codes. Hacker Jake Davis, once known as "Topiary" of LulzSec, plucked out the work of Florian Euchner, who pulled apart the Bluetooth variant that toy-maker Hasbro uses to update its "Furby" …
Sunset

Solaris 11.next plan brings continuous delivery of OS upgrades

Oracle has released a little more detail about the future of its Solaris operating system, after last week suddenly revealing a planned version 12 would be canned. In a new post, the company says “Oracle Solaris is moving to a continuous delivery model using more frequent updates to deliver the latest features faster, while …
Simon Sharwood, 24 Jan 2017