Plato atomic theory

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Fortunately, the pronouncements of various storage experts about where all-flash storage will be in five years are far less gloomy. There is no doubt that all-flash is receiving market buy-in.

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So much so, that hybrid array sales are faltering and arrays made solely with hard disk drives (HDDs) are all but disappearing. Gartner analyst Valdis Filks believes that solid-state arrays (SSAs) will improve in performance by a factor of 10, and double in density and cost-effectiveness within the next year.

This is destined to change the dynamics of the storage market. And from there, he sees many years of further expansion. Further, price erosion will probably reach a level to allow the complete substitution of SAS hard disks, reducing the usage of hybrid systems to usage areas that focus on the lowest costs per capacity and which do not have high-performance requirements. SSAs are emerging as the general preference to hybrid arrays and as a clear replacement for aging disk arrays.

Vendors are innovating with various form factors and technologies such as PCIe, NMVe and 3D XPoint. NVMe is a much-needed update to data transport mechanisms created in an era when Internet users were happy with 28k dial-up connections, This brings the communication channels around storage closer to the velocity of modern processors and flash architectures.

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NVMe also excites Jeff Boudreau, president, Dell EMC Storage Division. He notes that although we are still in the early days of real NVMe usage in storage, it will become the industry standard in five years. Storage class memory (SCM) is a general term that may include specific vendor offerings such as 3D XPoint, ZSSD and others.

It is also referenced sometimes as persistent memory (PMEM). This memory technology promises to be 10 times denser and up to 1000 times faster than conventional flash.Sergio Ramos picked up a red card last Saturday against Athletic Bilbao and will serve a one-match suspension as punishment.

Raphael Varane played Wednesday against Borussia Dortmund in the Champions League but was pulled off in the 38th minute after hurting his thigh according to reports. While the injury isn't expected to be too serious, the French center-back will sit out this match. Southampton right back Cedric Soares has been ruled out for the visit of Arsenal on Sunday. Soares missed the draw at Bournemouth with a hamstring injury, and hasn't recovered in time to face the Gunners at St Mary's.

That will most likely mean Jeremy Pied continuing in the side. Barcelona injury problems appear to be easing with four key men all pictured in training ahead of their clash with Villarreal.

Ernesto Valverde welcomed Rafinha back into the fold for the first time since April, with the Brazilian defender having been sidelined with a serious knee problem. Ousmane Dembele also took part in the session as he works his way back from a hamstring injury, with the Frenchman easing into training earlier this week. The duo were joined by Javier Mascherano, who has also missed a number of matches due to a hamstring problem, and Andres Iniesta after the Spaniard picked up a knock against Sporting Lisbon.

Alberto Moreno could be sidelined for up to six weeks with an ankle injury. The Liverpool left-back will be assessed by a second specialist over the weekend but the fear is the problem, sustained in Wednesday's 7-0 win over Spartak Moscow, could keep him out until the new year.

James Milner is likely to fill the vacancy for Sunday's Merseyside derby at home to Everton while captain Jordan Henderson is set to start in midfield after sitting out in midweek. Senegalese international Cheikhou Kouyate will be sidelined for Saturday's EPL match against Chelsea.

The West Ham midfielder injured a hamstring in Sunday's defeat at Manchester City and will also miss next Wednesday's home game against Arsenal. Seattle Sounders midfielder Osvaldo Alonso has been ruled out of this weekend's MLS Cup final after failing a fitness test on Thursday.

Alonso suffered a strained quad in September that he has been dealing with ever since.

He made a substitute appearance versus Vancouver in the Western Conference semifinals but has otherwise been sidelined throughout the playoff push. UEFA announced on Thursday that Real Madrid defender Dani Carvajal will miss the holder's Champions League last-16 first leg tie after issuing a two game ban for appearing to deliberately pick up a booking. Carvajal was shown a yellow card in the 90th minute for time wasting in the 6-0 win over APOEL.

As it was his third, it ruled him out of Wednesday's victory over Dortmund, but in theory would have meant he was available for the round of 16 next February.

However, UEFA Control, Ethics and Disciplinary Body found that Carvajal had breached Article 15 of the Disciplinary Regulations. Stoke manager Mark Hughes says Bruno Martins Indi will be out for up to eight weeks as he recovers from a groin injury.

The Netherlands international had to be substituted during last weekend's 2-1 triumph over Swansea. He has started his treatment already, but it will be a long process. Goalkeeper Gianlugi Buffon did not even feature against the Greek side as he continues to recover from a calf injury.

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Stephan Lichtsteiner has also missed the past two games with a muscle injury and is doubtful. Mehdi Benatia returned to training and is no longer a doubt while Mario Mandzukic is now fully recovered from his injury and highly likely to feature against Inter.

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Giorgio Chiellini is also likely to return after the flu kept him out of the Olympiacos game. Louis Blues placed goaltender Carter Hutton on injured reserve Friday with a lower-body injury.We had a wonderful time in Iceland and thought that the whole trip was organised very well indeed.

The documentation supplied was excellent and we felt like we were travelling independently but with the full support of experienced local people.

Iceland was amazing and as you travel around the coast the scenery just seems to get better and better and we found our vocabulary constantly consisted of words like stunning, beautiful, fantastic and wow. Thank you for a superb trip. It was the most amazing trip we've ever had. Jelena at Nordic Visitor made it flawless and catered it to our likings. It all started at the Airport where we were greeted by a very nice gentleman who had a sign with our names on it.

He drove us to our hotel at Reykjavik, told us stories about Iceland and of course gave us our travelling package. A very nice blue bag, that we used through our trip to keep our maps and memories together, had a big map with our route and things to see highlighted, a beautiful book with all the places to see, tons of good information, itinerary with addresses and phone numbers for hotels and a telephone, that was very useful, when our car broke down away from the main road.

We were back on the road in less than two hours. Local mechanic was nice and we got to try some hot dogs at the local gas station, which you need to try, hot dogs are the best ever!. You also need to try Icelandic Burgers, they are great!.

Buy them fresh almost at any gas station. Local meat soup, meat products and charr are great. Keep in mind that smoked means really smoked, almost like chewing on a burning stick. Everything worth a try though. Local milk products are flavorful and awesome!. There are many things to see in Iceland and we wish we would spend more time there.

We needed at least couple more days to really enjoy places that we loved. The scenery changes every 100 ft and all of it is beautiful. Iceland is very photogenic!. Renting 4x4 is a good idea, it gets you places easier. The roads are not really what you are used for in the USA. Next to waterfalls it feels like heavy rain.

Can get really windy and it blows right through you. All hotels had obviously been well researched and were excellent. Hotel locations very good. This was an excellent experience and a good way to see the countries visited. If we did it again we would spend additional time in places e. The help and professional manner in which Helena conducted our business was greatly appreciated.

All her arrangements proceeded perfectly and we had no concerns or worries during the course of our holiday. If there were errors or need for clarification, she assisted in a friendly and timely manner. She was easy to reach and connect with and this made our planning from such a distance that much easier. This was such a special holiday for my family and I, especially my father.You just have to offset the anticipated gain from the printed label against the constraints and risks incurred: the outcome is clear and is a simple matter of common sense.

At the end of the day, quality and service will come out on top whenever the solution is coherent, appropriate and offers a high level of performance. All of Armor's most recently established transformation subsidiaries (India, Mexico and South Africa) confirm the value of proximity by producing remarkable penetration rates, and this is only the start. To this can be added moving upmarket into niche applications, where the search for added value is the logical counterbalance to low-cost approaches.

We must find new applications which are more demanding, more captive and more profitable, all of which will enhance the market as a whole.

Each year our volumes increase and our carbon footprint reduces as new fields of activity open up: it is this very virtuous circle that motivates us to maximise performance. Although 30 years old now, thermal Ttransfer technology still has a number of cards to play and ARMOR will continue to demonstrate its commitment via investment, innovation and new sites throughout the world.

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We anticipate label producers working more closely with their ink partners not only to achieve optimum print quality but also to help increase production efficiencies, reduce waste, minimize press downtime and increase overall profitability. Demonstrating this trend, industry interest in our PureTone inks as part of a total color management concept has been unprecedented, not just in the UK but worldwide.

We also see exciting potential for premium laser-markable coding as brand owners, retailers and label printers seek solutions to overcome current challenges faced in the quest for premium printed variable data. In partnership with DataLase, and as its preferred narrow web ink partner, our new UV flexo coating, PureCode, has been formulated to provide superior marking on the finished label.

Another example of product development providing a value-added solution for brand owners and label printers alike. Recently accredited with the world-recognized Investors in People Standard, Pulse Roll Label Products continues to build a skilled and experienced team. This means that simply by scanning a product or label with a smartphone, people get access to tailored information.

This is part of the consumer trend where people increasingly expect to engage with brands whenever they want to and to obtain extra, personalized value from a product. A clear example is QR codes, which are making a comeback, albeit in a different way than when they became popular with consumers five years ago.

But technology has moved on and other triggers can be used for scanning by consumers as well: Digimarc Barcodes (imperceptible digital watermarks), good-old EAN barcodes, RFID and NFC tags, and also image recognition. In 2017 this trend will spread and brands will start to use these triggers as a new marketing channel to their customers. This is further fuelled by digital presses that allow for labels and packaging with individual codes (visible or invisible).

But we need to see more and quicker action if the tidal wave of Chinese counterfeit goods flooding onto the market is to be checked, let alone stopped. More needs to be done to tackle the problem and this might include increased integration of holograms in China as part of brand protection strategies.

The Chinese cannot defeat counterfeiting on their own, so collaboration with the likes of the IHMA, and what we offer in terms of helping China to tackle counterfeiting, has to be a welcome priority.

International communication, open-mindedness and closer collaboration will be beneficial as we move forward, helping us to tackle and solve this problem together.

We launched four brand new products this year and dramatically increased the pace of our innovation. The results of this have set us on a course to better meet the needs of our customers today, but importantly, tomorrow too. We have some amazing products and technology in development. We recognize that, while we have market-leading solutions, we have opportunities to increase customer value and help them solve other business issues.

This recognition has led us to broaden our approach, solidify our focus for 2017, and focus on solutions that help customers improve their entire workflow, rise above their competition and satisfy brand owners. Digital is a key strategic focus for us. Historically, companies viewed labeling as a background process. That started to change as many moved away from fragmented solutions and decentralized labeling operations to centralize labeling processes and standardize on label management systems.They are very intuitive and apply an outstanding amount of care and creativity to each project.

I look forward to many opportunities to partner with MWD to provide my clients with the best of the best. This process has been an absolute pleasure. Everyone was extremely helpful and really responsive to my ideas. I am so proud of what we have been able to create. Thank you all for your hard work and patience. It was an absolute pleasure working with JP and Gus on our website. They were very responsive and helped us to both beat our tight deadline and make the site look great.

They had all the capabilities we needed and were able to solve a number of different challenges facing the site. I definitely recommend using Web Designer Express. It was a great experience work with you on the recent relaunch of our website. You were well informed, helpful and knowledgeable, which certainly made my job easier. I look forward to ultimately developing and implementing our site with your guidance and expertise. I have already recommended your company to some of my clients for their website development and will certainly work with you on these projects.

We reached out to Gus at Web Designer Express and explained to him our situation, with only days to go before a national product launch, time was of the essence and Gus and his team went right to work. We are very happy with the improvements that Web Designer Express delivered, Gus and his team recognized our needs and wants and delivered on time and on budget.

In Web Designer Express we feel that we have found a solid and professional design partner whom we will use not only for additional internal work moving forward, but also as a consultant for our customers in need of excellent design and development work. Gus, thank you so much for all your help.

Since we launched the website we had more than 400 hundred people registering for our event. I look forward to working with you guys again on a new project I am thinking about, I will let you know soon.

Thanks, You guys are the best. THANK YOU SO MUCH. It's incredible the way you guys work.

As soon as I saw your website I went the portfolio to see the types of website you guys do and all the websites worked on. So I said to myself I have to use this company to make my website.

I talked to Gustavo the same day. I want to thank your team for doing an exceptional job in developing the website of our company. You were able to effectively represent our corporate image and promote our brand with a website unique in its kind.

This has helped us to provide a much better experience to our customers.However, if the same difference of 2 was obtained from very differentiated scores (e. That is to say, reduction of the within-group variation increases the sensitivity of our test. The t-test for dependent samples helps us to take advantage of one specific type of design in which an important source of within-group variation (or so-called, error) can be easily identified and excluded from the analysis.

Specifically, if two groups of observations (that are to be compared) are based on the same sample of subjects who were tested twice (e. However, if the same sample was tested twice, then we can easily identify (or "subtract") this variation. Specifically, instead of treating each group separately, and analyzing raw scores, we can look only at the differences between the two measures (e.

By subtracting the first score from the second for each subject and then analyzing only those "pure (paired) differences," we will exclude the entire part of the variation in our data set that results from unequal base levels of individual subjects. This is precisely what is being done in the t-test for dependent samples, and, as compared to the t-test for independent samples, it always produces "better" results (i.

If these assumptions are clearly not met, then one of the nonparametric alternative tests should be used. Technically, we can apply the t-test for dependent samples to any two variables in our data set.

However, applying this test will make very little sense if the values of the two variables in the data set are not logically and methodologically comparable. Following, is an example of a data set that can be analyzed using the t-test for dependent samples. WCC before WCC after case 1 case 2 case 3 case 4 case 5. However, the t-test for dependent samples analysis is performed only on the paired differences"ignoring" the raw scores and their potential differentiation.

Thus, the size of this particular difference of 1 will be compared not to the differentiation of raw scores but to the differentiation of the individual difference scores, which is relatively small: 0.

Compared to that variability, the difference of 1 is extremely large and can yield a highly significant t value. If there are more than two "correlated samples" (e. The repeated measures ANOVA can be considered a generalization of the t-test for dependent samples and it offers various features that increase the overall sensitivity of the analysis.

The breakdowns analysis calculates descriptive statistics and correlations for dependent variables in each of a number of groups defined by one or more grouping (independent) variables. In the following example data set (spreadsheet), the dependent variable WCC (White Cell Count) can be broken down by 2 independent variables: Gender (values: males and females), and Height (values: tall and short). GENDER HEIGHT WCC case 1 case 2 case 3 case 4 case 5. The resulting breakdowns might look as follows (we are assuming that Gender was specified as the first independent variable, and Height as the second).

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For example, in the above example, you see the means for "all males" and "all females" but you do not see the means for "all tall subjects" and "all short subjects" which would have been produced had you specified independent variable Height as the first grouping variable rather than the second. Statistical Tests in Breakdowns. If you are interested in differences concerning the means, then the appropriate test is the breakdowns one-way ANOVA (F test).

If you are interested in variation differences, then you should test for homogeneity of variances. Other Related Data Analysis Techniques. Although for exploratory data analysis, breakdowns can use more than one independent variable, the statistical procedures in breakdowns assume the existence of a single grouping factor (even if, in fact, the breakdown results from a combination of a number of grouping variables).

Thus, those statistics do not reveal or even take into account any possible interactions between grouping variables in the design. For example, there could be differences between the influence of one independent variable on the dependent variable at different levels of another independent variable (e.

You can explore such effects by examining breakdowns "visually," using different orders of independent variables, but the magnitude or significance of such effects cannot be estimated by the breakdown statistics. Post-Hoc Comparisons of Means. Usually, after obtaining a statistically significant F test from the ANOVA, one wants to know which of the means contributed to the effect (i. One could of course perform a series of simple t-tests to compare all possible pairs of means.

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However, such a procedure would capitalize on chance. This means that the reported probability levels would actually overestimate the statistical significance of mean differences. Without going into too much detail, suppose you took 20 samples of 10 random numbers each, and computed 20 means.

Then, take the group (sample) with the highest mean and compare it with that of the lowest mean. The t-test for independent samples will test whether or not those two means are significantly different from each other, provided they were the only two samples taken.Forgot username or password.

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Let's see the BETA. How important are customer reviews to shoppers. Very important, as it turns out. At the same time, a single negative review can cost a business about 30 customers. Khalid Saleh is CEO and co-founder of Invesp. He is the co-author of Amazon. If you enjoyed this post, please consider subscribing to the Invesp blog feed to have future articles delivered to your feed reader.

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Your team is not like any other.

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You're addressing specific challenges and opportunities with a particular skill set.


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