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Will Facebook Go Open-Source

December 29, 2015 by  
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Facebook has unveiled its next-generation GPU-based systems for training neural networks, Open Rack-compatible hardware code-named “Big Sur” which it plans to open source.

The social media giant’s latest machine learning system has been designed for artificial intelligence (AI) computing at a large scale, and in most part has been crafted with Nvidia hardware.

Big Sur comprises eight high-performance GPUs of up to 300 watts each, with the flexibility to configure between multiple PCI-e topologies. It makes use of Nvidia’s Tesla Accelerated Computing Platform, and as a result is twice as fast as Facebook’s previous generation rack.

“This means we can train twice as fast and explore networks twice as large,” said the firm in its engineering blog. “And distributing training across eight GPUs allows us to scale the size and speed of our networks by another factor of two.”

Facebook claims that as well as better performance, Big Sur is also far more versatile and efficient than the off-the-shelf solutions in its previous generation.

“While many high-performance computing systems require special cooling and other unique infrastructure to operate, we have optimised these new servers for thermal and power efficiency, allowing us to operate them even in our own free-air cooled, Open Compute standard data centres,” explained the company.

We spoke to Nvidia’s senior product manager for GPU Computing, Will Ramey, ahead of the launch, who has been working on the Big Sur project alongside Facebook for some time.

“The project is the first time that a complete computing system that is designed for machine learning and AI will be released as an open source solution,” said Ramey. “By taking the purpose-built design spec that Facebook has designed for their own machine learning apps and open sourcing them, people will benefit from and contribute to the project so it can move the entire industry forward.”

While Big Sur was built with Nvidia’s new Tesla M40 hyperscale accelerator in mind, it can actually support a wide range of PCI-e cards in what Facebook believes could make for better efficiencies in production and manufacturing to get more computational power for every penny that it invests.

“Servers can also require maintenance and hefty operational resources, so, like the other hardware in our data centres, Big Sur was designed around operational efficiency and serviceability,” Facebook said. “We’ve removed the components that don’t get used very much, and components that fail relatively frequently – such as hard drives and DIMMs – can now be removed and replaced in a few seconds.”

Perhaps the most interesting aspect of the Big Sur announcement is Facebook’s plans to open-source it and submit the design materials to the Open Compute Project. This is a bid to make it easier for AI researchers to share techniques and technologies.

“As with all hardware systems that are released into the open, it’s our hope that others will be able to work with us to improve it,” Facebook said, adding that it believes open collaboration will help foster innovation for future designs, and put us closer to building complex AI systems that will probably take over the world and kill us all.

Nvidia released its end-to-end hyperscale data centre platform last month claiming that it will let web services companies accelerate their machine learning workloads and power advanced artificial intelligence applications.

Consisting of two accelerators, Nvidia’s latest hyperscale line aims to let researchers design new deep neural networks more quickly for the increasing number of applications they want to power with AI. It also is designed to deploy these networks across the data centre. The line also includes a suite of GPU-accelerated libraries.

Courtesy-TheInq

LinkedIn Acquires Startup Refresh

April 16, 2015 by  
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In a move that could produce even more automated suggestions and tips for LinkedIn users, the professional network has purchased California startup Refresh, the maker of an app that gathers news and insights about participants in meetings.

Launched three years ago, Refresh is designed to be a “digital briefing book” that can call up online information related to people that users are scheduled to meet. The information can be anything from blog posts, news articles or Facebook posts to personal notes or favorite sports teams.

The Refresh mobile and desktop app is aimed at helping people relate to one another more quickly, but it can also be used to refresh one’s memory when running into acquaintances unexpectedly.

The details of the deal were not disclosed. Refresh has stopped taking on new users and its app will shut down April 15.

“Refresh has surfaced insights associated with hundreds of millions of meetings, and has been central to countless connections and closed deals,” co-founder Bhavin Shah wrote on the Refresh blog in announcing the deal.

LinkedIn already has an app called Connected that was somewhat of a rival to Refresh. It can log the people users have met and offer updates and information about interests shared with “connections,” which are acquaintances in the LinkedIn lingo. It’s unclear whether Refresh features will be added to Connected or the LinkedIn website itself.

“Our team will focus its efforts on providing LinkedIn members with more insights to help them better do their jobs,” Shah wrote.

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Will Apple Go All-In On Car Batteries?

March 6, 2015 by  
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A year and a half ago, Apple Inc applied for eight patents related to car batteries. Recently, it has added a slew of engineers, just one of whom had already filed for 17 in his former career, according to a Thomson Reuters.

The recent spate of hires and patent filings shows that Apple is fast building its industrial lithium-ion battery capabilities, adding to evidence the iPhone maker may be developing a car.

Quiet, clean electric cars are viewed in Silicon Valley and elsewhere as a promising technology for the future, but high costs and “range anxiety”, the concern that batteries will run out of power and cannot be recharged quickly, remain obstacles. Those challenges could also be seen as opportunities to find solutions to take the technology mainstream.

The number of auto-related patents filed by Apple, Google Inc, Korea’s Samsung, electric carmaker Tesla Motors Inc and ride-sharing startup Uber tripled from 2011 to 2014, according to an analysis by Thomson Reuters IP & Science of public patent filings.

Apple has filed far fewer of these patents than rivals, perhaps adding impetus to its recent hiring binge as it seeks to get up to speed in battery technologies and other car-building related expertise.

As of 18 months ago, Apple had filed for 290 such patents. By contrast, Samsung, which has been providing electric vehicle batteries for some years, had close to 900 filings involving auto battery technology alone.

The U.S. government makes patent applications public only after 18 months, so the figures do not reflect any patents filed in 2014.

Earlier this month, battery maker A123 Systems sued Apple for poaching five top engineers. A search of LinkedIn profiles indicates Apple has hired at least another seven A123 employees and at least 18 employees from Tesla since 2012.

The former A123 employees have expertise primarily in battery cell design, materials development and manufacturing engineering, according to the LinkedIn profiles and an analysis of patent applications.

A123, which filed for bankruptcy in 2012 but has since reorganized, supplied batteries for Fisker Automotive’s now-discontinued hybrid electric car.

“Looking at the people Apple is hiring from A123 and their backgrounds, it is hard not to assume they’re working on an electric car,” said Tom Gage, Chief Executive of EV Grid and a longtime expert in batteries and battery technology.

Apple is building its own battery division, according to the A123 lawsuit. Apple did not immediately respond to a request for comment.

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Oracle Acquires Datalogix

January 6, 2015 by  
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On Monday, Oracle agreed to purchase Datalogix for an undisclosed sum, saying that together the companies will provide marketers with a richer understanding of what consumers do, say and buy, allowing them to measure the effectiveness of their different campaigns and advertising channels.

Oracle plans to link the Datalogix service, which provides the spending data to customers through a cloud-based tool, to its other cloud-based services via Oracle Identity Graph. This, it said, will allow it to connect consumer identities to build better profiles that can be used to personalize online and mobile services — and even to target them offline and via the TV.

It made no commitment to maintain the existing Datalogix product roadmap, saying that it was still reviewing its plans. The companies set no timeline for completing the deal, which they said must meet customary closing conditions including obtaining regulatory approval.

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Will Facebook Enter The Healthcare Arena?

October 16, 2014 by  
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Facebook Inc already can tell who your friends are and the what types of things grabs your attention. Soon, it could also know the state of your health.

On the heels of fellow Silicon Valley technology companies Apple Inc and Google Inc, Facebook is plotting its first steps into the fertile field of healthcare, said three people familiar with the matter. The people requested anonymity as the plans are still in development.

The company is exploring creating online “support communities” that would connect Facebook users suffering from various ailments. A small team is also considering new “preventative care” applications that would help people improve their lifestyles.

In recent months, the sources said, the social networking giant has been holding meetings with medical industry experts and entrepreneurs, and is setting up a research and development unit to test new health apps. Facebook is still in the idea-gathering stage, the people said.

Healthcare has historically been an area of interest for Facebook, but it has taken a backseat to more pressing products.

Recently, Facebook executives have come to realize that healthcare might work as a tool to increase engagement with the site.

One catalyst: the unexpected success of Facebook’s “organ-donor status initiative,” introduced in 2012. The day that Facebook altered profile pages to allow members to specify their organ donor-status, 13,054 people registered to be organ donors online in the United States, a 21 fold increase over the daily average of 616 registrations, according to a June 2013 study published in the American Journal of Transplantation.

Separately, Facebook product teams noticed that people with chronic ailments such as diabetes would search the social networking site for advice, said one former Facebook insider. In addition, the proliferation of patient networks such as PatientsLikeMe demonstrate that people are increasingly comfortable sharing symptoms and treatment experiences online.

Chief executive Mark Zuckerberg may step up his personal involvement in health. Zuckerberg and his wife Priscilla Chan, a pediatric resident at University of California San Francisco, recently donated $5 million to the Ravenswood Health Center in East Palo Alto.

Any advertising built around the health initiatives would not be as targeted as it could be on television or other media. Pharmaceutical companies, for instance, are prohibited from using Facebook to promote the sale of prescription drugs, in part because of concerns surrounding disclosures.

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LinkedIn Beefs Up

April 2, 2013 by  
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LinkedIn has re-tooled its search engine with changes designed to make it easier for members to find information on the business networking site, whose volume of content has increased and grown more diverse in recent years.

Launched in 2003, LinkedIn initially focused on giving professionals a place to feature their resumes and career bios, as well as connect with peers and colleagues, but the site has progressively become more interactive and houses a much larger repository of data beyond individual profiles.

For example, almost 3 million companies have set up corporate pages, more than 1.5 million groups have been created, the site features a jobs section, and individuals and publishers are able to post and share comments and links to articles.

So it’s not surprising for LinkedIn to focus on improving its search engine, which fielded 5.7 billion queries last year.

LinkedIn members have until now had to run separate queries for groups, companies, jobs and other professionals, but that’s changing with the upgraded search engine.

“Now, all you need to do is type what you’re looking for into the search box and you’ll see a comprehensive page of results that pulls content from all across LinkedIn including people, jobs, groups and companies,” Johnathan Podemsky, a LinkedIn product manager, wrote in a blog post on Monday.

Users can still segment results, so as to see only job results, for example.

The LinkedIn search engine is also gaining auto-complete and suggested-searches functionalities to help people fine-tune query terms. In addition, the search engine will log members’ search queries and “learn” from them in order to deliver more relevant results.

It will also be possible for users to save search queries and be alerted about new or changed search results. The advanced search option has also gained more search filters, including location, company and school.

However, the search engine still doesn’t include content from the company’s SlideShare site, which about 60 million monthly visitors use to upload, share, rate and comment on primarily slide presentations, but also documents, videos and webinars.

Also, the search improvements are being applied to the main site, not to the mobile apps, although doing so is something the company is looking into, according to a spokeswoman.

LinkedIn started to roll out the new search features on Monday, and expects to finish delivering them to every member worldwide in the coming weeks.

As of the end of 2012, LinkedIn had topped 200 million registered members located in more than 200 countries.

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IBM Beefs Up

September 21, 2012 by  
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IBM is unveiling a new version of its Connections enterprise social networking (ESN) software, which businesses use to give their employees social media capabilities adapted for workplace collaboration, such as employee profiles and blogging.

Enhancements in IBM Connections 4.0 include a more interactive activity stream, broader support for mobile devices, more granular usage analytics and integration with email and calendar systems, according to Heidi Ambler, director of product management for IBM Social Software. It is available immediately.

“This new release helps customers grasp the power of social analytics, gives them anytime-anywhere access to the software and provides cutting-edge capabilities,” she said.

Instead of a list-like news feed, the new software has an activity stream in employee profiles that users can filter for relevance, as well as act on the notifications right from the Connections interface.

For example, users can trigger pop-up boxes from the activity stream notifications and see the latest comments made about a file, see who posted the latest version of it and add tags to it.

An integration with IBM’s own Lotus Notes-Domino and with Microsoft’s Outlook-Exchange email and calendar systems lets users manage email messages through Connections.

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Do Work-At-Home People Work Hard?

July 4, 2012 by  
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A new survey by Citrix shows that many people sneak in other activities while working from home.

Based on a survey of 1,013 American office workers, conducted in June by Wakefield Research, 43 percent watch TV or a movie and 20 percent play video games while officially working from home. Parents are more likely than those without children to partake in these two activities, which aren’t work-related.

Nearly a quarter admit that they have a drink or two and another quarter admit to falling asleep. Another 35 percent do household chores; 28 percent cook dinner. Strangely however telecommuters are actually more productive than their peers in the office, according to preliminary findings from Stanford University’s study of a Chinese travel agency.

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Does Linkedin Share User Data?

August 19, 2011 by  
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Linkedin has upset many of its 100 million users by opting them into a programme that reveals their personal details to advertisers without telling anyone about it.

Linkedin changed its privacy policy to allow it to display the names and pictures of users with ads. The system works by showing friends and colleagues who’ve followed a brand name, effectively making them an unwitting salesperson for that brand, since people are more likely to click such advertisements on the basis that it looks like someone they know is recommending them. In reality, the other person has no idea that their photo and name are being used to sell things.

It’s a clever approach to advertising, but an absolutely abyssmal approach to privacy, as Linkedin has decided to automatically opt-in all of its users without informing them of the change.

Users can opt out if they want, but the option is buried in the Settings page, a ploy similar to that used by Facebook to hide its privacy settings. The big problem here is that if users don’t know that their name and photo are being used in this way, then how can they opt out of it?

Linkedin could face legal trouble for this decision. Digital Trends reports it is likely that Linkedin broke Dutch privacy law, which requires user consent for employing user images with advertisements. It could also be brought up before the European Commission and the UK Information Commissioner’s Office (ICO).

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Facebook’s Users Info Was Leaked

May 12, 2011 by  
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Facebook users’ personal information could have been accidentally leaked to third parties, in particular advertisers, over the past several years, Symantec Corp said in one of its blog postings.

Third-parties would have had access to personal information such as profiles, photographs and chat, and could have had the ability to post messages, the security software company stated.

“We estimate that as of April 2011, close to 100,000 applications were enabling this leakage,” the blog post said.

” … Over the years, hundreds of thousands of applications may have inadvertently leaked millions of access tokens to third parties,” posing a security threat, the blog post said.

The third-parties may not have realized their ability to access the information, it said.

Facebook, the world’s largest social networking website, was notified of this issue and confirmed the leakage, the blog post said.

It said Facebook has taken steps to resolve the issue.

“Unfortunately, their (Symantec’s) resulting report has a few inaccuracies. Specifically, we have conducted a thorough investigation which revealed no evidence of this issue resulting in a user’s private information being shared with unauthorized third parties,” Facebook spokeswoman Malorie Lucich said in a statement.

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