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Submission + - Solus 1.0 released with

deusmetallum writes: A slightly late Christmas present has just landed — Solus 1.0. Complete with the GTK based Budgie desktop and the Raven Panel, Solus is a lightweight operating system, more akin to Gnome 2. Although many will lament the sheer number of packages available in other distros, many may find Solus to be a nice alternative.

Submission + - Ask Slashdot: How to get into Machine Learning?

An anonymous reader writes: I know this is a vague question, but hoping to get some useful feedback anyway. I'm an experienced SW Engineer/Developer who is looking to get into the Machine Learning arena. I have an MS in CS and a solid 15 years of experience in a variety of areas, but no experience in Machine Learning.

With that as background, my question is: What is the most time-efficient (and reasonable cost) way to:
(1) Decide whether Machine Learning is for me and
(2) Make myself employable in the field.
An additional constraint is that I can't afford to quit my full-time day job.
Thanks.

Submission + - Online Heavy Equipment Rental Booming

esrasoderber writes: Heavy equipment has literally and figuratively been a big industry in Asia for the last decade. Developing countries have been growing towards urbanization and infrastructures are constantly being built. In the midst of it, investors are creating more projects and needing more construction materials, manual labor and equipment. The construction industry goes in demand until it has become one of the leading markets and has been driving Asia’s economy.

As one of the pioneers in the business, Axis Capital Group, a company which sells and rents heavy equipment in Singapore acknowledges the fact that the sudden boost in business has also been because of the integration of technology to present machines. It made the workload easier and the task more convenient for timely realization of the project. Although the industry has been lagging behind for more advanced technological updates, it has adapted enough modernity to keep up to today’s demands.

One of the leading game changer in the boom of heavy equipment is the renting scheme. Since machines can easily be obsolete with new models and units in the market, heavy equipment rental can be relatively useful for short-time usage. Nowadays, it’s a huge business in Asia and is considered as a billion-dollar industry.

Since rental has started to become popular, other developing cities and countries who are separated by oceans and different regions, those who do not have their own local heavy equipment manufacturer complain of the lack of availability of high-quality equipment. Oceans and the separation of islands became a hurdle in the procurement of equipment.

Online equipment rental has been developed to solve the issue of isolation. Ever since shipment and online shopping has been available, isolated developing cities which are also developing their own urban world. Developing cities like Jakarta, Indonesia, Kuala Lumpur, Malaysia and the Philippines had slowly risen to surprise the world of high city potential. China, Japan and other leading manufacturers also developed connection to other regions to selling and renting used equipment made by the likes of Komatsu or Hitachi to companies in other Asian countries.

However, the industry is not without issues. The most prevailing issue in online heavy equipment sales are fraudulent sales and online scams which have been a part of almost all e-commerce businesses. Clients are being fooled at taking prior payment for equipment which will never come or by delivering rusted and poorly maintained equipment which is not returnable.

The online world of heavy equipment can be unpredictable but the demand continues to grow. Despite this, the industry is promising higher growth and more development.

Submission + - Obama backs away from law to access encrypted information

An anonymous reader writes: The Obama's administration has changed course and is backing away from seeking legislation that would give law enforcement agencies access to individuals' encrypted messages. "We are actively engaged with private companies to ensure they understand the public safety and national security risks that result from malicious actors’ use of their encrypted products and services," said White House spokesman Mark Stroh. "However, the administration is not seeking legislation at this time."

Comment Hearing Aids (Score 3) 311

Hearing loss severely affects people's social interactions, entertainment, etc. Insurance doesn't cover hearing aids. The ones that work best are expensive, $2500 and up, each. Social isolation is especially harmful to the older population, and so is hearing loss. I think this is an area that could be addressed by open hardware and software, perhaps better than some of the other items on this list. Kickstarter, anyone?
Data Storage

Samsung Unveils V-NAND High Performance SSDs, Fast NVMe Card At 5.5GB Per Second 61

MojoKid writes: Sometimes it's the enterprise sector that gets dibs on the coolest technology, and so it goes with a trio of TCO-optimized, high-performance solid state drives from Samsung that were just announced, all three of which are based on three-dimensional (3D) Vertical NAND (V-NAND) flash memory technology. The fastest of bunch can read data at up to 5,500 megabytes per second. That's the rated sequential read speed of Samsung's PM1725, a half-height, half-length (HHHL) PCIe card-type NVMe SSD. Other rated specs include a random read speed of up to 1,000,000 IOPS, random write performance of up to 120,000 IOPS, and sequential writes topping out at 1,800MB/s. The PM1725 comes in just two beastly storage capacities, 3.2TB and 6.4TB, the latter of which is rated to handle five drive writes per day (32TB) for five years. Samsung also introduced two other 3D V-NAND products, the PM1633 and PM953. The PM1633 is a 2.5-inch 12Gb/s SAS SSD that will be offered in 480GB, 960GB, 1.92TB, and 3.84TB capacities. As for the PM953, it's an update to the SM951 and is available in M.2 and 2.5-inch form factors at capacities up to 1.92TB.

Comment Re:Profiting from criminal acts (Score 3, Interesting) 159

You may not be allowed to profit from your own criminal behavior, but the 'criminal' is the person making the copy of the copyrighted material (once upon a time this was a tort, i.e. a wrong against someone that one could be sued for, not a crime against the state or general public; that's what these guys are always trying to do: turn torts into crimes so they can sic the government on you), not the specialized search engine or directory of links. The Usenet-indexers are profiting in the same way that Truman Capote profited when he wrote a book about a notorious murder.

Comment And if the people are relatives? (Score 4, Interesting) 215

I served on a jury in which DNA evidence was presented, along with the expert witness' estimation of probability that two random people would have the same number of matching points of comparison (DNA is only matched at a relatively small number of points in the strand).

In this case, however, there were many people present at the discovery of the object from which the DNA was taken for analysis. As it happens, several of these people were relatives (brother, mother) of the person the prosecution were trying to persuade us was the person that possessed (in legal terms) the object.

The question that I kept hoping the defense attorney would ask was "what are the probabilities of an erroneous match if the people are relatives, not just two random people off the street"? Unfortunately, he didn't.

As it happened, there were so many other peculiarities in this case as well as some pretty bizarre testimony from prosecution witnesses that we voted to acquit without making much of the DNA evidence.

Comment Re:Look at the DroboPro (Score 1) 609

I had a customer with a Drobo. They bought it as a backup device. In my experience it was quite terrible compared to stuffing a bunch of drives in a box and running FreeNas or something on it. The device itself is quite expensive, and we had lots of problems with it, and finally wound up relegating it to a 3rd tier backup role. Among the problems we had;
1. It takes a LONG time to rebuild. It took 3 days to rebuild after a drive failure, during which another drive failure would have caused complete data loss.
2. I/O performance was sub par. I don't remember the exact rates, but in our testing backups would take 3x as long to the Drobo as they would to a simple 1 tb USB drive.
3. We ran into issues with very large files (>50 gigabytes) which the filesystem it was formatted in supported without issue.
4. When we had a hardware failure in the device, which caused it to constantly fail a drive that independent testing showed was fine, and despite the customer purchasing the additional "Drobocare" extended warranty, between getting the run around from their support (who kept making the same suggestions over and over instead of escalating the case) it took over a month to get it replaced, and by the time it was done it would have been cheaper to throw it in the trash. I wouldn't want to rely on them for anything.

Overall it was a very negative experience. The only thing I could recommend them for would be for graphic artists or something that works solo and doesn't have the tech skills to set up a better solution.

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