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Monthly Archives: June 2017
Facebook sics AI on terrorist posts, but humans still do the dirty work – Ars Technica
Posted: June 16, 2017 at 2:41 pm
Enlarge / A picture taken in Vertou, western France, shows Facebook logos.
LOIC VENANCE/AFP/Getty Images
Facebook has admitted that "AI can't catch everything," and it remains heavily dependent on human moderators to flush out terrorist posts on the free content ad network.
In a blog post that comes days after the UK and France signalled a crack-down on big tech firms that fail to take action against the sharing of extremist content on their sitesFacebook said it was, for the first time, talking publicly about the methods it employs to try to combat terrorism.
It was keen to highlight how artificial intelligence was being used to attempt to limit the proliferation of such content on a site that has close to two billion users worldwide.
But AI and its wonky slant on social context serves only as an add-on to the tireless work being carried out by Facebook's 4,500-and-counting moderators who are tasked with having to mop up vile posts on the network.
The company's boss, Mark Zuckerberg, recently confirmed plans to grow that team by 3,000 over the next year. Controversially, Facebook didn't reveal whether those moderators would be employees or outsourced contractors.
Facebook rattled off a number of areas where it says AI could help it to squish extremist posts on the network.
Among other things, it uses image matching to determine if "terrorism" photos or videos have been previously posted; the system should then prevent other accounts from uploading it again. Language understanding using software that relies on "text-based signals" is also employed to apparently determine whether support is being given to Daesh or Al Qaeda.
Facebook said its system is getting better at "detecting new fake accounts created by repeat offenders." The company added:
Through this work, weve been able to dramatically reduce the time period that terrorist recidivist accounts are on Facebook. This work is never finished because it is adversarial, and the terrorists are continuously evolving their methods too. Were constantly identifying new ways that terrorist actors try to circumvent our systemsand we update our tactics accordingly.
It also took the opportunity to justify some of its thinking behind the decision to share WhatsApp and Instagram users' phone numbers and selected other data with Facebook in a U-turn that upset plenty of folk.
"Because we dont want terrorists to have a place anywhere in the family of Facebook apps, we have begun work on systems to enable us to take action against terrorist accounts across all our platforms, including WhatsApp and Instagram," it said. "Given the limited data some of our apps collect as part of their service, the ability to share data across the whole family is indispensable to our efforts to keep all our platforms safe."
Nonetheless, AI merely plays a support role to human moderators whose job it is to deal with endless reports from users flagging up dodgy accounts and hateful content.
On the heated topic of end-to-end encryption, which is baked into WhatsApp, Facebook said it can only "provide the information we can in response to valid law enforcement requests, consistent with applicable law and our policies." But it can't read the contents of encrypted messages.
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Hawaii Becomes the First State to Pass a Bill in Support of Universal Basic Income – Futurism
Posted: at 2:40 pm
In BriefThis month has shown that Hawaii may be the U.S.'s mostforward-thinking state. Earlier in June, it became the first stateto formally accept the provisions of the Paris Climate Accord, andnow, the state congress has passed a bill that puts Hawaii on thepath to universal basic income. Eyes on the Future
Innovation and forward-thinking may beHawaiis two biggest exports in 2017. Earlier this month, the state earned the distinction of being the first in the U.S.to formally accept the provisions of the Paris Climate Agreement after President Donald Trump decided to withdraw the nation from it, and now, Hawaii is taking the lead in embracing yet another innovative idea: universal basic income (UBI).
Today, Hawaii state representative Chris Lee wrote a Reddit post aboutHouse Concurrent Resolution 89, a bill he says he introduced in order to start a conversation about our future. According to Lee, After much work and with the help of a few key colleagues, it passed both houses of the State Legislature unanimously.
Lee also mentioned the development via Twitter:
The bill has two major provisions. First, it declares that all families in Hawaii are entitled to basic financial security. As far as Im told, its the first time any state has made such a pronouncement, wrote Lee. The second provision establishes a number of government offices to analyze our states economy and find ways to ensure all families have basic financial security, including an evaluation of different forms of a full or partial universal basic income.
The congressman thanked redditors in his post, as he said the site became his first resource in considering UBI, and added a Reddit-standard TL;DR at the end: The State of Hawaii is going to begin evaluating universal basic income.
Under a UBI program, every citizen is granted a fixed income thats not dependent on their status in life. Despite the current focus on the concept, itactuallyisnt particularlynew. In fact, former U.S. President Richard Nixon actually floated the idea back in 1969.
However, the benefits of such a program havebecome more appealing in light of recent technological advances, specifically, the adoption ofautomated systems that could result in widespread unemployment.
Proponents of UBI have highlighted how it would be an improvement on existing social welfare programswhile mitigating the effects of the joblessness expected to follow automation. Critics think that UBI would encourage a more lax attitudeabout workand argue thatfunding such a system would be difficult, if not impossible.
Existing pilot programs, however, seem to indicate otherwise.
Hawaii may be the first U.S.state to pass any sort of UBI-positive legislation, but several countries around the globe are already testing the system. Finland began its two-year UBI pilotin 2016, and Germany has one as well. Canada plans to start trialsin Prince Edward Island (PEI) and Ontario, while India is currently debating the merits of UBI. Several private UBI endeavorsare also in the works, including one that uses blockchain and cryptocurrency.
Of course, the implementation of any major UBI program requires a great deal of political will. As Lee wrote, Planning for the future isnt politically sexy and wont win anyone an election []. But if we do it properly, we will all be much better off for it in the long run.
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The World’s First "Space Nation" Will Attempt a Launch This Summer – Futurism
Posted: at 2:40 pm
In BriefAsgardia wants to be the world's first independent nation inspace. To do this, its would-be citizens are already working onratifying a constitution and coming up with their own government.Now, they plan to launch their first satellite into space. A City Beyond the Skies
Anon-profit organizationunder the leadership of Igor Ashurbeyli, wants to put more than a human or two into space they want to forman entire nation beyond Earth.Their plan is to create the worlds first space nation called Asgardia, named after a city in the skies in Norse mythology.
Asgardia, which sounds like something out of not just myth, but science fiction lore has been busy recruiting citizens: to date, 205,563 earthlings have signed up to become Asgardians. The group has even drafted a constitution, which is now in the process of being ratified. While theyre still seeking UN approval, Asgardia is already planning to launch their first presence in space. The Asgardia-1, a tiny CubeSat satellite being built by Indiana-based company NearSpace Launch, is capable of storing 512 GB of private data in space.
The first presence of the Asgardian nation, we can now say, will be in space this year, Jeffrey Manber, CEO of satellite company NanoRacks, said during a June 13 press briefing in Hong Kong. He added that Asgardia-1 may turn out to be the most important and lasting [idea] that were working with. Asgardia-1 would be launched aboard a NASA-funded mission.
Due to the legal considerations oflaunching a satellite into space, Asgardia-1 would be launched with the help of funding from several undisclosed organizations, but potentially including Ashurbeylis Aerospace International Research. The legal, political, and ethical concerns whilevalid are just one ofthe many issues Asgardia must hurdle overto make their dream a reality. First and foremost, perhaps, isthe challenge of actually putting togethera large enough spacecraft.
Well start small and eventually people will be going there, and working, and having their own rules and regulations This facility will become an independent nation, Asgardia founding member Ram Jakhu previously told Business Insider. Assuming it does get to space, the nations new members would still have to learn to cope with the many challenges ofliving in spacefor any stretch of time, let alone a permanent arrangement. As astronauts would probably tell you, humankind isnt built to live in space which is why visits to the International Space Station are limited to a certain period.
Critics of the plan have been quick to call it absurd,and many expect the project will fizzle out quickly from a lack of funding, manpower, and the required expertise to pull it off. Asgardians arent discouraged by the naysayers, though:Anyone who tries out-of-the-box things is initially ridiculed, Jakhu said. Everything thats amazing starts with a crazy idea. After a while, science fiction becomes science fact, and this is an idea which is just being initiated.
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A New Solar Paint Lets You Transform Your Entire House Into a Source of Clean Energy – Futurism
Posted: at 2:40 pm
In Brief Researchers from the Royal Melbourne Institute of Technology have developed a paint that can generate hydrogen fuel from moist air and sunlight. The team expects the technology to be ready for commercial use in five years. Powerful Paint
Powering homes using clean energy is becoming easier thanks to a growing number of innovative technologies and initiatives. Some government programs help homeowners with the financial burden of equipping their residences with energy-generating solar panels, and Elon Musks Tesla has developed roofing tiles that double as solar panels to give solar power generation an aesthetic boost. Now, a new innovation out of Australia is poised to make clean energy even more appealing.
A team of researchers from theRoyal Melbourne Institute of Technology (RMIT) has developed a paint that can be used togenerate clean energy. The paint combines the titanium oxide already used in many wall paints with a new compound: synthetic molybdenum-sulphide. The latter acts a lot like the silica gel packaged with many consumer products to keep them free from damage by absorbing moisture.
According to a report on RMITs website, the material absorbssolar energy as well as moisture from the surrounding air. It can then split the water into hydrogen and oxygen, collecting the hydrogen for use in fuel cells or to power a vehicle. [T]he simple addition of the new material can convert a brick wall into energy harvesting and fuel production real estate, explained lead researcher Dr. Torben Daeneke.
Though the paint isnt expected to be commercially viable within the next five years, Daeneke told Inverse he believes the end product will be cheap to produce. He also claims the paint would be effective in a variety of climates, from damp environments to hot and dry ones near large bodies of water: Any place that has water vapor in the air, even remote areas far from water, can produce fuel.
The paint could be used to cover areas that wouldnt get enough sunlight to justify the placement of solar panels, maximizing the capability of any property to generate clean energy. Any surface that could be painted a fence, a shed, a doghouse could be transformed into an energy-producing structure.
When this new material finally makes its way to consumers, itll join the ever-growing list of innovative technologies that are moving humanity away from fossil fuels and toward a future of clean, renewable sources of energy.
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Judicial Review In To Futurist Decision Refused – Yorkshire Coast Radio
Posted: at 2:40 pm
The High Court in Leeds has refused Permission for a Judicial Review of the Borough Councils decision to demolish the Futurist Theatre.
The save the futurist campaign group has started legal action against the council seeking a review of the decision which was take in January but the high court dismissed the action on Friday afternoon.
The Save the futurist group say they will be speaking to their legal team next week in light of the decision.
Councillor Janet Jefferson, who has been heavily involved in the campaign to save the building, gave us her reaction today's judgement.
The save the Futurist group issued legal proceedings against Scarborough Borough Council on On 7th April 2017seeking permission to judicially review its decisions of 9th January and 17th January 2017 to demolish Scarboroughs Futurist Theatre.
In order to take the legal actionThe Save The Futurist group was required to become a legal entity and reformed as Save The Futurist Theatre (Scarborough) Ltd.
The group engaged solicitors, Squire Patton Boggs LLP of Leeds to work on the action together with a leading London public law QC. A fund raising campaign was started to help fund the legal action.
Speaking in May,Debi Silver from Save the Futurist explained why they were taking the action.
"The reason we're taking legal action against Scarborough Borough Council is because we're not happy with how the whole thing has been dealt with.
At the end of the day, we don't feel what they've done has been done correctly and it's left us with no other option.
I can't tell you the amount of work that's gone into bringing this case forward, presenting it to our solicitors.
This is a huge undertaking that's gone on, it's not been done lightly.
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Astronomers see mysterious nitrogen area in a butterfly-shaped star formation disk – Phys.Org
Posted: June 15, 2017 at 9:45 pm
June 15, 2017 An international team of astronomers, led by Dutch scientists, has discovered a region in our Milky Way that contains many nitrogen compounds in the southeast of a butterfly-shaped star formation disk and very little in the north-west. This artistic impression shows the universe around the star formation area with, as an overlay, the scientists' observations. Credit: Veronica Allen/Alexandra Elconin
An international team of astronomers, led by Dutch scientists, has discovered a region in our Milky Way that contains many nitrogen compounds in the southeast of a butterfly-shaped star formation disk and very little in the north-west. The astronomers suspect that multiple stars-to-be share the same star formation disk, but the precise process is still a puzzle. The article with their findings has been accepted for publication in Astronomy & Astrophysics.
An international team of astronomers studied the star forming region G35.20-0.74N, more than 7000 light years from Earth in the southern sky. The astronomers used the (sub)millimeter telescope ALMA that is based on the Chilean Chajnantor plateau. ALMA can map molecular gas clouds in which stars form.
The researchers saw something special in the disk around a young, heavy star. While large amounts of oxygen-containing and sulfur-containing hydrocarbons were present throughout the disk, the astronomers found only nitrogen-containing molecules in the southeastern part of the disk. In addition, it was 150 degrees warmer on the nitrogen side than on the other side of the disk.
Based on these observations, the scientists suspect that there are multiple stars forming at the same time in one disk and that some stars are hotter or heavier than others. The researchers expect the disk to eventually break into several smaller disks as the stars grow.
A few years ago, there have been observed chemical differences in a star forming region in Orion. First author Veronica Allen (University of Groningen and SRON): "The area in Orion is five times bigger than our area. We have probably been lucky because we expect that such a chemical difference to be short-lived."
Second author Floris van der Tak (University of Groningen and SRON): "Many of the nitrogen molecules are poisonous cyanides. We do not know much about them because it is dangerous to work with those molecules in laboratories on earth."
The astronomers are now investigating the star formation cloud in more detail. Allen: "Maybe we can see the disk break into smaller disks in real time." In addition, the astronomers make models to see how differences in age, mass, temperature or gas density can cause a difference in chemical composition, too.
Explore further: First radio detection of lonely planet disk shows similarities between stars and planet-like objects
More information: V. Allen et al. Chemical segregation in hot cores with disk candidates. An investigation with ALMA, Astronomy & Astrophysics (2017). DOI: 10.1051/0004-6361/201629118
First radio observations of the lonely, planet-like object OTS44 reveal a dusty protoplanetary disk that is very similar to disks around young stars. This is unexpected, given that models of star and planet formation predict ...
Stars form from gas and dust floating in interstellar space. But, astronomers do not yet fully understand how it is possible to form the massive stars seen in space. One key issue is gas rotation. The parent cloud rotates ...
For the first time, astronomers have been able to peer into the heart of planet formation, recording the temperature and amount of gas present in the regions most prolific for making planets.
Observations led by astronomers at the University of Leeds have shown for the first time that a massive star, 25 times the mass of the Sun, is forming in a similar way to low-mass stars.
For the first time, astronomers have seen a dusty disk of material around a young star fragmenting into a multiple-star system. Scientists had suspected such a process, caused by gravitational instability, was at work, but ...
(Phys.org)A team of researchers from the U.S. and Taiwan has captured the first clear image of a young star surrounded by an accretion disk. In their paper published in the journal Science Advances, the team describes ...
An international team of astronomers, led by Dutch scientists, has discovered a region in our Milky Way that contains many nitrogen compounds in the southeast of a butterfly-shaped star formation disk and very little in the ...
Astronomers have released an image of a vast filament of star-forming gas, 1200 light-years away, in the stellar nursery of the Orion Nebula.
China successfully launched on Thursday its first X-ray space telescope to study black holes, pulsars and gamma-ray bursts, state media reported.
For decades, scientists thought that the magnetic field lines coursing around newly forming stars were both powerful and unyielding, working like jail bars to corral star-forming material. More recently, astronomers have ...
A small international team of researchers has found that water waves created due to scattering from a spinning vortex can show rotational superradiancean effect astrophysicists have predicted likely to occur in black holes, ...
Researchers at the University of Texas San Antonio using observations from NASA's Stratospheric Observatory for Infrared Astronomy, SOFIA, found that the dust surrounding active, ravenous black holes is much more compact ...
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Planetarium sees solar eclipse as opportunity to raise interest in astronomy – Deseret News
Posted: at 9:45 pm
Adobe Stock photo
FILE With an impending deep solar eclipse overshadowing their efforts, the Clark Planetarium hosted a gala to foster excitement for astronomy education.
SALT LAKE CITY With an impending deep solar eclipse overshadowing their efforts, the Clark Planetarium hosted a gala Thursday to foster excitement for astronomy education.
In anticipation a solar eclipse that will be viewable across much of the United States on Aug. 21, the Clark Planetarium has renewed its efforts to offer education resources and draw excitement to its programs for students with the help of former NASA scientist Phil Plait.
"Total eclipses are rare, and we haven't had one in the United States for quite some time," said Tom Beckett, an organizer of the planetarium gala. "This is a great opportunity to use an astronomical event to get people interested in astronomy."
Though Salt Lake City will not see the totality of the eclipse only a 91 percent partial coverage people may see the complete event from as close as Driggs, Idaho.
The planetarium's gala is a fundraiser to create astronomy education resources.
Plait returned to the planetarium for his third speaking appearance. Known as the "Bad Astronomer," he offered a keynote speech to explain the mechanics behind the eclipse and dispel some of the misunderstandings about eclipses.
"There are a lot of eclipse myths like, if you look at it, you'll go blind," Plait said.
Plait, who began public speaking while he was working for on the Hubble telescopes, said he sees his speaking engagements as something of a stand-up routine for science. He refers to himself as a science communicator and earned the title of the "Bad Astronomer" through his efforts at dispelling scientific misconceptions and creating humor around the concepts.
The risk associated with viewing an eclipse, he explained, comes after the roughly two-minute period of totality where the moon passes in front of the sun. That period of time allows the pupil of the eye to dilate, adjusting to the shadow cast by the moon, and the risk of injury follows as the moon continues forward, suddenly exposing the brightness of the sun once again.
Plait noted that despite this effect, he has yet to encounter a documented case of anyone becoming totally blinded by a passing eclipse.
"You can lose a little bit of your vision forever, or all of it for a short time, but your eye can heal," he said.
Beckett said there will be educators and telescopes available at the planetarium and throughout Salt Lake County during the eclipse to accommodate viewers who are not able to drive to Idaho to see the full eclipse.
Beckett also said the planetarium will have a viewing party as the Earth comes into alignment with Saturn and the sun, creating the best chance for people to see the rings of Saturn for another 17 years.
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Using Astronomy to Prospect for Asteroids Could Help Us Mine the … – Seeker
Posted: at 9:45 pm
NEW YORK Smithsonian astrophysicist Martin Elvis would like to see astronomers take on a crucial role for future asteroid mining: as astronomical prospectors scoping out the next big catch.
Elvis, a researcher with the Harvard-Smithsonian Center for Astrophysics in Massachusetts, discussed his dream for applied astronomy June 4 here at the Dawn of Private Space Science Symposium. Efficientasteroidmining would jump-start a space economy and bring down costs for exploration and space science, guiding humans into a modern space age, he said.
"My basic goal is just to revolutionize our exploration of the solar system, of the universe," Elvis said at the conference. [How Asteroid Mining Could Work (Infographic)]
Right now, he said, spaceflight and space science is unsustainably expensive. But asteroid mining could play a critical role in making those endeavors doable on a smaller budget, as private companies likeSpaceXhave decreased the launch cost per pound of payload.
But asteroid mining will face a critical problem, Elvis said: How to choose which asteroids will be worth the trip. And astronomers can play a crucial role in that determination, he said.
"The problem with asteroids is not many of them are valuable. You've got to find the right ones," he said. "We want to throw away that gray, stony stuff and deal with the carbonaceous or metallic ones, depending on whether you're looking for water or precious metals like platinum and palladium. So, this is where we [astronomers] come in."
As an example, Elvis pointed to the twin Magellan 6.5-meter telescopes in Chile. Professional astronomers could use telescopes of that size to characterize a faint asteroid in about 1-2 minutes. Eighty-five percent of asteroids could be thrown out based just on their color, he said, and the remaining 15 percent would be good prospects for sending small, exploratory probes using the data gathered about the objects' orbits and sizes.
Even a few nights per year would allow for the characterization of about 300 such objects, he said. And as larger telescopes come online, like the European Extremely Large Telescope and theGiant Magellan Telescope, the midsize telescopes could become more accessible for even more space-mining projects, he said.
"This means astronomers can turn out to be useful again [like] what [they] used to be, back in the days of navigation," he said. Similar to modern-day mining on Earth, there could be a multistep process of prospecting remotely "you don't just go straight to start digging rocks" before making a trip, Elvis added.
Such a process could cut asteroid prospecting costs by a factor of 10, he said. That would allow asteroid mining to flourish, lowering the cost commercially to put people and science in space.
On Earth, most of the precious metals, like platinum and palladium, are located 3,700 miles (6,000 kilometers) down, but they can come much nearer to the surface on asteroids. Those metals have dissolved in iron and were drawn to the center of the Earth, Elvis said, and the same thing happened on asteroids but the asteroids were then smashed up enough that it made the precious metals much more accessible. (Cometsalso contain valuable resources, especially water, Elvis said, but the energy needed to reach those fast-moving bodies makes them less worth the cost to explore.)
So far, Elvis has talked to the asteroid-mining companiesPlanetary ResourcesandDeep Space Industries, but neither company initially believed that this kind of remote prospecting would be necessary, he said.
"Both of them are dominated by engineers who are very good at building small spacecraft, and I'm sure they will succeed at building interplanetary cubesat-scale spacecraft for prospecting at the asteroid, but they were initially unbelieving of what I just told you," Elvis said.
They might come around, though, he added. "One of the companies did eventually realize that this was a necessary precursor to their sending out satellites," he said. "The other still isn't interested."
Original article onSpace.com.
EDITOR'S RECOMMENDATIONS Asteroid Basics: A Space Rock Quiz Deep Space Industries Sets Sights On Asteroids | Video Planetary Resources Unveils Asteroid-Hunting Arkyd Telescope | Video
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Stars may all be born in pairs and lose their siblings later – Astronomy Magazine
Posted: at 9:45 pm
A cloud of gas and young stars in the Perseus molecular cloud may be revealing a strange truth to the universe: most, if not all, stars are born in pairs. This means that somewhere out there, the Sun has a lost companion and it may be one of several known stars. Essentially, all stars form in molecular clouds. In the Perseus observations, nearly all of these stars were gravitationally bound. This may be a requirement of protostars the egg-like objects could require a common center of gravity with a companion to accumulate mass. The dense cores then use leftover material to form more stars, continuing the process. So why doesnt the Sun have a binary companion (well, depending on who you ask)? It seems that 60 percent of stars shed their binary sister over time, gaining a wider distance from their partner until they are gravitationally severed. They also may not all have the same symmetry with regard to mass, meaning that some former companions could be brown dwarfs cast out by larger stars. The authors of the paper, accepted in the Monthly Notices of the Royal Astronomical Society, say more work is needed to confirm their hypothesis. But if its true, the hunt may be on for the companion the Sun once had.
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IoT apps and event-driven computing reshape cloud services – TechTarget
Posted: at 9:44 pm
Tools are always shaped by their uses. When cloud computing first came on the scene, it was a form of hosted virtualization, and its goal was to look like a bare-metal server.
Infrastructure as a service (IaaS) shaped the earliest cloud services, and it still dominates public cloud as well as the private cloud software market. Even so, that doesn't mean it's going to be the source of future cloud opportunity.
Cloud providers are always strategizing for the future, and their plans reveal an important -- and already underway -- shift. Every major public cloud provider has added services to process events. In particular, providers are adding features to help developers build applications for the internet of things (IoT). Could these be the basis for the most transformational set of applications to come along since the internet itself?
Legacy applications follow a pattern that's decades old: Work comes to the applications that support it. In traditional cloud computing, users pay for the processing resources they use. The terms differ, but it's essentially a lease of virtual infrastructure. This is a direct mirror of what happens in a data center -- a server farm is loaded with applications and transactions are routed to the correct server in the pool. This approach is great where work is persistent, as in the case of a retail banking application that runs continuously.
Event-driven and IoT apps change this critical notion of persistence. An event can pop up anywhere, at any time. It would be wasteful, perhaps prohibitively wasteful, to dedicate an IaaS instance to wait around for an event. Or the instance might reside within a data center halfway around the world from where the event occurs. If all possible event sources were matched with traditional cloud hosting points, most would sit idle much of the time, doing little but running up costs.
The reason why there's a specific right or wrong place to process events is simple: delay. Most events have a specific response-time expectation. Imagine a machine that triggers spray paint when an item passes a sensor. Picture a self-driving vehicle that approaches a changing traffic light.
The information flow between an event and the receipt of the appropriate response is called a control loop. Most events require a short control loop, which means that their processes need to be close to the point of the event. That's the problem with control loops that force event-handling processes to disperse out toward the cloud edge -- and multiply in numbers.
It's easy to see how the scarcity of events at a given point creates a problem of cloud efficiency and pricing for traditional cloud computing. It's also possible to have too many events. The cloud can allow for cloud bursting, or scaling capacity by spinning up multiple copies of an application component on demand, but it's not that easy.
Few applications written to run on a bare-metal server can seamlessly scale or replace failed instances. Those cloud capabilities aren't common in data centers, where legacy applications run. Moving the applications to the cloud doesn't add the features necessary to scale applications, either.
Multiple copies of an application component require load balancing, and many applications were not designed to allow any copy of a component to handle any event or request. Applications that work by assuming a string of requests in context can't work if half the string goes to one copy of the application and the other half to another. How do we make IoT apps scalable and resilient? They have to be rewritten.
Developers are doing just that, and big cloud providers are responding. In particular, they all see the same IoT-and-event future for the cloud. They have been steadily enhancing their cloud offerings to prepare for that future. Not only do the cloud giants offer special web services to manage IoT devices and connections, they now provide tools to support the kind of programming that IoT apps will demand.
The functional or lambda style of programming doesn't allow an application or component to store data between uses. As a result, all instances of the component can process an event. Cloud providers now offer functional or microservice support instead of simply providing infrastructure, platform or software as a service, because a function cloud is very different.
Where is your function hosted in a function cloud? Everywhere. Nowhere. Functions are activated anywhere they're needed -- when they're needed -- and you pay when you use one. Function clouds for IoT, or any kind of event-driven computing, represent the ultimate flexibility and agility. They also demand that users take care to establish policies on just how much function hosting they are willing to pay for, a decision they'll have to make based on the combination of cost and those pesky control-loop lengths.
Amazon has even allowed for the possibility that IoT will demand cloud applications that migrate outside the cloud. Their Amazon Web Services (AWS) Greengrass platform is a software and middleware framework that lets users execute AWS-compatible functions on their own hardware. This capability will let IoT users do some local processing of events to keep those control loops short, but still host deeper, less time-critical functions in the AWS cloud.
The old cloud model made you pay for hosting instances. In the function cloud, you don't host instances in the usual way. You have extemporaneous execution of functions, as needed. This is what gives rise to the pay-as-you-go or serverless description of the function cloud, but that's short of the mark. You could price any cloud computing service, running any application, on a usage basis, but that doesn't make those cloud services scalable or easily optimized. Without these features, serverless is just a pricing strategy.
Developers will have to make changes in applications to accommodate IoT and function clouds. Almost every new program or service stores information, and this makes it difficult to scale. The rule of functional programming is stateless, meaning that the output you get from a process is based only on what you provide as input. There are even programming languages designed to enforce stateless behavior on developers; it's not second nature.
The notion of the function cloud is likely to accelerate a trend that's already started in response to the use of mobile devices and implementation of BYOD policies. Companies have found that they are creating application components designed to format information for mobile devices, interface with apps written for a variety of mobile platforms and provide consistent support from back-end applications often running in data centers.
These forces combine to create a two-tier model of an application. The device-handling front tier lives in the cloud and takes advantage of the cloud's ability to distribute applications globally. The cloud part then creates traditional transactions for the core business applications, wherever they are.
IoT is even more distributed than mobile workers, and some IoT events need short control loops. As a result, cloud hosting of the front-end part of applications could see explosive growth. That puts pressures on the off-ramp of this kind of two-tier application structure because many events might generate many transactions. These transactions can overwhelm core business applications. Cloud providers are working on this, too. Microsoft, for example, has a cloud-distributed version of the service bus typically used to feed business applications with work.
If you're writing functions for any reason, isn't using a function cloud inevitable?
Given that IoT is in its infancy -- and cloud IoT is even younger -- it's easy to wonder why cloud providers are already offering IoT features. There are three reasons. First, IoT could radically increase IT spending, and cloud providers want to grab some of that as potential new revenue. Second, IoT isn't the only thing that generates events. A lot of mobile worker interaction, for example, looks like event processing. Finally, functional programming techniques are being promoted for every kind of processing. IoT apps demand them. Developer tools and conferences are already describing how functional programming techniques can make programs better and more maintainable.
If you're writing functions for any reason, isn't using a function cloud inevitable?
That's the big question that every cloud provider and cloud user needs to think about. Fully scalable applications -- ones that can increase or decrease capacity under load and repair themselves by simply loading another copy -- are very useful to businesses. The functional programming techniques developed for IoT apps, and the function clouds to support those techniques, will remake programs.
Tools are defined by their uses, remember? Well, users are already seeing the cloud of the future in event processing, and IoT will accelerate that trend. IoT's potential to generate events over a wide area, in large numbers, while demanding short control loops will revolutionize cloud use.
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IoT apps and event-driven computing reshape cloud services - TechTarget
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