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Technology

Software spots and fixes hang bugs in seconds, rather than weeks

Date : October 13, 2020
Source:
North Carolina State University
Summary:
Hang bugs – when software gets stuck, but doesn’t crash – can frustrate both users and programmers, taking weeks for companies to identify and fix. Now researchers have developed software that can spot and fix the problems in seconds.
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Hang bugs — when software gets stuck, but doesn’t crash — can frustrate both users and programmers, taking weeks for companies to identify and fix. Now researchers from North Carolina State University have developed software that can spot and fix the problems in seconds.

“Many of us have experience with hang bugs — think of a time when you were on website and the wheel just kept spinning and spinning,” says Helen Gu, co-author of a paper on the work and a professor of computer science at NC State. “Because these bugs don’t crash the program, they’re hard to detect. But they can frustrate or drive away customers and hurt a company’s bottom line.”

With that in mind, Gu and her collaborators developed an automated program, called HangFix, that can detect hang bugs, diagnose the relevant problem, and apply a patch that corrects the root cause of the error. Video of Gu discussing the program can be found here.

The researchers tested a prototype of HangFix against 42 real-world hang bugs in 10 commonly used cloud server applications. The bugs were drawn from a database of hang bugs that programmers discovered affecting various websites. HangFix fixed 40 of the bugs in seconds.

“The remaining two bugs were identified and partially fixed, but required additional input from programmers who had relevant domain knowledge of the application,” Gu says.

For comparison, it took weeks or months to detect, diagnose and fix those hang bugs when they were first discovered.

“We’re optimistic that this tool will make hang bugs less common — and websites less frustrating for many users,” Gu says. “We are working to integrate Hangfix into InsightFinder.” InsightFinder is the AI-based IT operations and analytics startup founded by Gu.

The paper, “HangFix: Automatically Fixing Software Hang Bugs for Production Cloud Systems,” is being presented at the ACM Symposium on Cloud Computing (SoCC’20), being held online Oct. 19-21. The paper was co-authored by Jingzhu He, a Ph.D. student at NC State who is nearing graduation; Ting Dai, a Ph.D. graduate of NC State who is now at IBM Research; and Guoliang Jin, an assistant professor of computer science at NC State.

The work was done with support from the National Science Foundation under grants 1513942 and 1149445.

HangFix is the latest in a long line of tools Gu’s team has developed to address cloud computing challenges. Her 2011 paper, “CloudScale: Elastic Resource Scaling for Multi-tenant Cloud Systems,” was selected as the winner of the 2020 SoCC 10-Year Award at this year’s conference.

Story Source:

Materials provided by North Carolina State University. Note: Content may be edited for style and length. North Carolina State University. “Software spots and fixes hang bugs in seconds, rather than weeks.” ScienceDaily. ScienceDaily, 13 October 2020.

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Health Technology

Study helps explain why motivation to learn declines with age

Research on mice suggests aging affects a brain circuit critical for learning to make some types of decisions
Date:
October 28, 2020
Source:
Massachusetts Institute of Technology
Summary:
Neuroscientists have identified a brain circuit critical for learning to make decisions that require evaluating the cost or reward of an action. They showed this circuit is negatively affected by aging and in Huntington’s disease.
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As people age, they often lose their motivation to learn new things or engage in everyday activities. In a study of mice, MIT neuroscientists have now identified a brain circuit that is critical for maintaining this kind of motivation.

This circuit is particularly important for learning to make decisions that require evaluating the cost and reward that come with a particular action. The researchers showed that they could boost older mice’s motivation to engage in this type of learning by reactivating this circuit, and they could also decrease motivation by suppressing the circuit.

Grandmother Making Faces

“As we age, it’s harder to have a get-up-and-go attitude toward things,” says Ann Graybiel, an Institute Professor at MIT and member of the McGovern Institute for Brain Research. “This get-up-and-go, or engagement, is important for our social well-being and for learning — it’s tough to learn if you aren’t attending and engaged.”

Graybiel is the senior author of the study, which appears today in Cell. The paper’s lead authors are Alexander Friedman, a former MIT research scientist who is now an assistant professor at the University of Texas at El Paso, and Emily Hueske, an MIT research scientist.

Evaluating cost and benefit

The striatum is part of the basal ganglia — a collection of brain centers linked to habit formation, control of voluntary movement, emotion, and addiction. For several decades, Graybiel’s lab has been studying clusters of cells called striosomes, which are distributed throughout the striatum. Graybiel discovered striosomes many years ago, but their function had remained mysterious, in part because they are so small and deep within the brain that it is difficult to image them with functional magnetic resonance imaging (fMRI).

In recent years, Friedman, Graybiel, and colleagues including MIT research fellow Ken-ichi Amemori have discovered that striosomes play an important role in a type of decision-making known as approach-avoidance conflict. These decisions involve choosing whether to take the good with the bad — or to avoid both — when given options that have both positive and negative elements. An example of this kind of decision is having to choose whether to take a job that pays more but forces a move away from family and friends. Such decisions often provoke great anxiety.

In a related study, Graybiel’s lab found that striosomes connect to cells of the substantia nigra, one of the brain’s major dopamine-producing centers. These studies led the researchers to hypothesize that striosomes may be acting as a gatekeeper that absorbs sensory and emotional information coming from the cortex and integrates it to produce a decision on how to act. These actions can then be invigorated by the dopamine-producing cells.

The researchers later discovered that chronic stress has a major impact on this circuit and on this kind of emotional decision-making. In a 2017 study performed in rats and mice, they showed that stressed animals were far more likely to choose high-risk, high-payoff options, but that they could block this effect by manipulating the circuit.

In the new Cell study, the researchers set out to investigate what happens in striosomes as mice learn how to make these kinds of decisions. To do that, they measured and analyzed the activity of striosomes as mice learned to choose between positive and negative outcomes.

During the experiments, the mice heard two different tones, one of which was accompanied by a reward (sugar water), and another that was paired with a mildly aversive stimulus (bright light). The mice gradually learned that if they licked a spout more when they heard the first tone, they would get more of the sugar water, and if they licked less during the second, the light would not be as bright.

Learning to perform this kind of task requires assigning value to each cost and each reward. The researchers found that as the mice learned the task, striosomes showed higher activity than other parts of the striatum, and that this activity correlated with the mice’s behavioral responses to both of the tones. This suggests that striosomes could be critical for assigning subjective value to a particular outcome.

“In order to survive, in order to do whatever you are doing, you constantly need to be able to learn. You need to learn what is good for you, and what is bad for you,” Friedman says.

“A person, or this case a mouse, may value a reward so highly that the risk of experiencing a possible cost is overwhelmed, while another may wish to avoid the cost to the exclusion of all rewards. And these may result in reward-driven learning in some and cost-driven learning in others,” Hueske says.

The researchers found that inhibitory neurons that relay signals from the prefrontal cortex help striosomes to enhance their signal-to-noise ratio, which helps to generate the strong signals that are seen when the mice evaluate a high-cost or high-reward option.

Loss of motivation

Next, the researchers found that in older mice (between 13 and 21 months, roughly equivalent to people in their 60s and older), the mice’s engagement in learning this type of cost-benefit analysis went down. At the same time, their striosomal activity declined compared to that of younger mice. The researchers found a similar loss of motivation in a mouse model of Huntington’s disease, a neurodegenerative disorder that affects the striatum and its striosomes.

When the researchers used genetically targeted drugs to boost activity in the striosomes, they found that the mice became more engaged in performance of the task. Conversely, suppressing striosomal activity led to disengagement.

In addition to normal age-related decline, many mental health disorders can skew the ability to evaluate the costs and rewards of an action, from anxiety and depression to conditions such as PTSD. For example, a depressed person may undervalue potentially rewarding experiences, while someone suffering from addiction may overvalue drugs but undervalue things like their job or their family.

The researchers are now working on possible drug treatments that could stimulate this circuit, and they suggest that training patients to enhance activity in this circuit through biofeedback could offer another potential way to improve their cost-benefit evaluations.

“If you could pinpoint a mechanism which is underlying the subjective evaluation of reward and cost, and use a modern technique that could manipulate it, either psychiatrically or with biofeedback, patients may be able to activate their circuits correctly,” Friedman says.

The research was funded by the CHDI Foundation, the Saks Kavanaugh Foundation, the National Institutes of Health, the Nancy Lurie Marks Family Foundation, the Bachmann-Strauss Dystonia and Parkinson’s Foundation, the William N. and Bernice E. Bumpus Foundation, the Simons Center for the Social Brain, the Kristin R. Pressman and Jessica J. Pourian ’13 Fund, Michael Stiefel, and Robert Buxton.

Story Source:

Materials provided by Massachusetts Institute of Technology. Original written by Anne Trafton. Note: Content may be edited for style and length.

Journal Reference:

Alexander Friedman, Emily Hueske, Sabrina M. Drammis, Sebastian E. Toro Arana, Erik D. Nelson, Cody W. Carter, Sebastien Delcasso, Raimundo X. Rodriguez, Hope Lutwak, Kaden S. DiMarco, Qingyang Zhang, Lara I. Rakocevic, Dan Hu, Joshua K. Xiong, Jiajia Zhao, Leif G. Gibb, Tomoko Yoshida, Cody A. Siciliano, Thomas J. Diefenbach, Charu Ramakrishnan, Karl Deisseroth, Ann M. Graybiel. Striosomes Mediate Value-Based Learning Vulnerable in Age and a Huntington’s Disease Model. Cell, 2020; DOI: 10.1016/j.cell.2020.09.060

Categories
Technology

Good deal with the Apple Watch Series 5

You can get the Apple Watch Series 5 at a serious discount for Prime Day 2020

USA TODAY

Christine Persaud, Reviewed.com

USA TODAY•October 13, 2020

Best tech gifts: Apple Watch Series 5

Editor’s Note: The Apple Watch Series 5 sales models have since sold out, but you can still get the Apple Watch Series 3 on sale from $169. 

With each update to the Apple Watch, you have to wonder if there’s really a reason to trade up for the latest-and-greatest. Sometimes, the new version is night and day with the previous-generation model. Other times, it’s a minimal change—at a much higher price.

While the new Apple Watch Series 6 offers some really compelling updates over previous-generations, its predecessor, the Apple Watch Series 5, will still do just fine for most Apple fans: especially with this amazing Amazon Prime Day 2020 deal.

On sale for $50 off for its usual starting price of $399, the Series 5 has plenty of compelling features: we’re talking an always-on Retina OLED display, GPS and cellular (the latter comes at a higher price), a heart rate sensor with notifications and an electrocardiogram (ECG) app, emergency SOS and fall detection, noise monitoring (to let you know if the decibel noise level in a room has reached unsafe levels), a water-resistant design (you can swim with it down to 50 meters), a 32 gigabyte (GB) capacity for storing music downloads, an 18-hour battery life and support for the new Family Setup, so you can share things like calendars and synced photos with family members. 

No wonder this watch was our former favorite smartwatch of 2020! Between the stellar fitness tracking and health features, the super easy set up and the “elegant and intuitive software,” it’s an excellent performer. 

The Series 6, by contrast—our new favorite smartwatch—offers upgrades such as a new processor and chip, fast, one-and-a-half-hour charging and a real-time elevation measurement via a barometric altimeter, along with blood oxygen monitoring, which can help you pinpoint respiratory issues. There’s also a new finish and more band colors to choose from. 

Categories
Technology

Microsoft disables most of cybercriminals’ control over massive computer network

By Joseph Menn

SAN FRANCISCO (Reuters) – Microsoft Corp <MSFT.O> said on Tuesday it had disabled more than 90% of the machines used by a gang of Russian-speaking cyber criminals to control a massive network of computers with a potential to disrupt the U.S. election.

Aided by a series of U.S. court orders and relationships with technology providers in other countries, Microsoft said it its weeklong campaign against the gang running the Trickbot network was heading off a possible source of disruption to the Nov. 3 U.S. vote.

“We’ve taken down most of their infrastructure,” corporate Vice President Tom Burt said in an interview. “Their ability to go and infect targets has been significantly reduced.”

The criminals in charge of Trickbot have infected more than 1 million personal computers, including many inside local governments, according to cybersecurity professionals. They then make deals with other gangs to install ransomware and other malicious programs on the infected machines, security professionals say.

Although there is no evidence that the gang has worked with foreign governments, Burt said he wanted to disrupt Trickbot before the election in case Russian agencies attempted to use it to interfere with voting or cast doubt on the results by manipulating data.

Some security experts who had seen little impact from Microsoft’s initial efforts to combat Trickbot said this week that new control servers being brought online by the gang were getting cut off, making it harder for the group to install new programs on infected computers.

“Disruption operations against Trickbot are currently global in nature and have had success against Trickbot infrastructure,” said Intel 471 Chief Executive Mark Arena. “Regardless, there still is a small number of working controllers based in Brazil, Colombia, Indonesia and Kyrgyzstan that still are able to respond.”

The Trickbot gang is now asking other malware groups to install its software, Arena and others said, and it is expected to rebuild its infrastructure in other ways.

Burt said such efforts to adapt would at least distract the gang from bringing chaos to voting or other local government activity if it had been so inclined.

(Reporting by Joseph Menn in San Francisco; Editing by Tom Brown)

Categories
Travel

Reckless Tourist Filmed Posing on Edge of Rio Cliff

Kara Godfrey
FEBRUARY 18, 2020

People on social media have been “completely freaked out” by a video of a woman posing on the edge of a cliff in Rio de Janeiro above a 900m drop.

 

They say they’ve been given “anxiety” after seeing footage of a woman posing for a photo in a popular tourist spot in Rio de Janeiro.

The woman risked her life for a photo at the edge of the cliff overlooking a beach in Rio de Janeiro.

The unnamed woman was filmed waving at the camera while sitting on Pedra da Gávea in Rio de Janeiro, Brazil.In the video, the woman slides down the rock face just centimeters from a sheer drop before throwing her hands in the air, The Sun reported.

The person filming then pans out to show the city beneath which, while a beautiful view, is hundreds of meters below the cliff edge.

 

The woman risked her life for a photo at the edge of the cliff overlooking a beach in Rio de Janeiro.
The woman risked her life for a photo at the edge of the cliff overlooking a beach in Rio de Janeiro.Source:Twitter

The video has had more than 114,000 likes, although not many people thought it was a good idea.

People on social media said they were terrified after watching the video, with Twitter user Sarah saying: “I got anxiety just watching this.”

 

Another woman said: “My stomach went into my throat for a minute.”

She inched her way to the edge before throwing up her hands in a pose for the camera.
She inched her way to the edge before throwing up her hands in a pose for the camera.

Someone asked: “How does she get back up without sliding? OMG, it’s so funny how a video can completely freak you out. My pulse was racing like I was on the rock.”

 

Another agreed, commenting: “Makes me sick feeling just to watch this.”

Someone else said: “To risk her life just for a photo/video? She either has a strong death wish or she’s crazy.”

It isn’t the first time tourists have been spotted putting their lives at risk at the same spot.

Categories
Technology Travel

Tourism In Dubai During Covid-19

GLOBAL GATEWAY

What it’s like to visit Dubai as a tourist during Covid-19

David Dunn, CNN • Updated 25th September 2020

Open to visitors: After enduring a lockdown, Dubai opened to visitors again in July. But what can tourists expect when they get there?

Dubai (CNN) — There aren’t many countries currently welcoming almost all global tourists, but as its cooler months arrive and it moves into what would normally be peak season, Dubai is one of them.

The emirate’s sandy beaches, luxurious resorts and extensive theme parks are an inviting travel prospect, particularly for Northern Hemisphere travelers who, having been stuck at home during their summer, are now staring into the tunnel of a bleak winter of Covid-19.

But what can visitors to the UAE expect when they get there? Will they get a relaxing break from stresses at home, or is life in Dubai severely restricted?

The UAE has suffered its own Covid-19 surges, peaking in May and again in mid-September, but has a relatively low incidence rate compared to most urban centers.

It initiated a swift lockdown early on and, after adopting virus prevention measures, Dubai’s resorts have re-opened as swiftly — and safely — as guidelines and evolving regulations allowed.

And this means visitors must also embrace safety checks and protocols.

Having had to wear a mask on board their airplane, arrivals will need to do the same in every public place in Dubai or face a 3,000 dirham ($817) fine.

This includes taxis, currently allowing just two passengers unless it’s a minivan hailed via airport ground staff or the Careem app, and on Dubai Metro; sterilized and running as usual but with distancing mandatory.

A tourist gets her papers checked upon arrival at Terminal 3 at Dubai airport.

As residents we’ve experienced the city’s precautionary measures first-hand. And while those masks can prove irritating in the UAE heat, it’s good to know you’re in a country with a relatively low infection rate, in part, because of them.

The mask rule extends to Dubai’s theme parks, such as IMG Worlds of Adventure, where rules apply on two-meter social distancing and keeping every other seat empty, except when occupied by family members.

Visitors should get used to the smell of sanitizer. Dispensers are everywhere and everyone is expected to use them.

That goes for resorts where guests will find a revised experience, but one still wrapped in a warm welcome, even if the smiles are obscured by… you guessed it.

Thanks largely to early, comparatively strict, movement directives, sterilizing procedures and group gathering limits implemented by UAE authorities, Dubai is back to something approaching normality.

It feels safe, if sometimes surreal, but it doesn’t take long to absorb this “new normal” into vacation routines; that’s including buying masks, which are inexpensive and available in every pharmacy.

Hotels follow — and in some cases go beyond — mandated procedures that can appear odd or excessive at first, depending on what guests are used to.

Many resorts reawakened with attractive staycation and pool day deals to entice domestic guests. With many international travelers now able to make the trip, they too can expect temperature gun or thermal body scanner checks on arrival at hotels, restaurants, malls and even gyms, carried out by masked staff usually brandishing sanitizer in rubber-gloved hands.

Poolside, guests can expect plastic-sealed towels while lifeguards police social distancing and deter overcrowding and the mingling of strangers.

Less visibly, but equally reassuring, guest rooms are subject to additional cleansing, with non-vital paper items removed.

Dining too has undergone an overhaul. Many restaurants have ditched physical menus for QR codes that access online versions — which is alright so long as customers have mobile data or there’s decent Wi-Fi.