The Business Impact of In-Memory Computing, From Run to Transform

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Business impact of in-memory computing


What is the impact of in-memory computing on your business? It’s about running the business, growing the business, and transforming the business, and you need to look at the business impact of this technology across all of these.

Run the business

One of the biggest advantages of memory that people forget is this: right now, you have lots of applications. And today, people typically have one application per server. Let’s say you have your corporate running on ten servers today, and it’s spread out across locations, because of storage access and the speed of the processors and the speed of the applications and the database access.

If I can consolidate that down to a single server, I‘m going to save a lot of money, right off the bat. Not only power, floor space, cooling, but replacement costs every three to four years for ten or twenty servers is more than one. It’s not necessarily a single server — it may be one or two — but it’s going to be much fewer.

The people required to maintain it are going to be fewer, your maintenance costs per year are going to be less, everything is less. So the speed of these in-memory technologies on just running your business – forget about transforming for a minute – is going to be a huge savings. Because if one applications runs a hundred times faster on a server, I can get more applications on that server.

When I said you you’re going to run your whole business in-memory in 10 or 15 years, I left off the fact that it’s going to be on a single server the size of what you think of as a desktop server, plugged into the wall with no special air conditioning needs. That’s the kind of miniaturization and speed that in-memory is bringing to the table, with huge savings.

I know many of you are saying “he’s not talking about high availability or disaster recovery”. All of that is coming — and it also is miniaturized. You’re not going to run your business on one of these, you’re going to run your business on two of them, sitting next to each other, duplicating everything it does, synchronously. That’s your high availability. Then you’ll put another one somewhere else, in somebody’s home, 250 or 800 kilometers away, and that’s your disaster recovery center. You hire a disaster recovery manager in Perth, and put the disaster recovery in his house — that’s the way it will be in the future.

Transform the business

The latency with in-memory is so low that you can do things synchronously that you wouldn’t have thought to do synchronously before. It’s not only a matter of how many things you can do, and how much you can fit into this box because of the speed, but it’s also because of what the latency is going to give you.

Why is that important? Think about where information and mobile and social come together, and you need to do messaging and things like that. Because of this lower latency, I can start to do things I couldn’t even consider before, because I couldn’t get it fast enough to even think about it.

How many of you may have applications that you thought about doing, but because things took so long on your system, it’s just not reasonable to do? I’m not talking about the demonstrable ones like if you’re in the manufacturing business, your MRP run takes four to six hours overnight, now you can run it in five seconds. So you can use the application differently.

And other things that you couldn’t do at all now become possible. As we start to do sentiment analysis, looking at social networks, and building it into a planning application that I’m running in seconds, that’s huge in the way you can change your business.

Think about if somebody says to you “I want to buy 10,000 cases” and you don’t even know if you can produce that. And then he says “I want it next week.”

How long does it take your company to commit to that, and to figure out a price, that may in fact be higher because I’m going to bounce other customers off the production line in order to get this done? If you can do that with a latency in seconds, it changes the way you do business.

That now is getting into “transform the business” because an application that you view as “a forecasting package that I run overnight” is not a just a forecasting package if I can run it in five seconds or two minutes. It becomes a sales tool, changing the way I’m doing business.

The example that I like to use is this: airlines want to sell you discount tickets. Most people don’t know that airlines re-price all the tickets on all their planes every night. So your company goes and buys a full-fare ticket because you need it refundable.

The next day, that flight may have two more discount tickets because they have a yield that they need for each plane, for each flight, so they can actually go through a whole calculation that tells them how many discount tickets they can have. Now, why is this valuable to them? Well, if you get on to, say, Qantas today and say “I want to go to Singapore and I want a discount ticket” and there are none on the day of the flight that you want, most of you wait until tomorrow to see if there are any, right?” Not true – most people don’t even know that happens. Instead, what you’re going to do is switch over to Singapore Airlines and if they have a ticket, you’re going to buy it and Qantas just lost the revenue.

But if Qantas could re-price every seat on every plane every time a ticket was sold, that business wouldn’t go away. If you had an application like that, which in-memory will allow you to do, and you went to the CEO of the airline and said “we have this application, do you want it?”, how much do you think they would be willing to pay? I’ll tell you — they won’t even ask how much it costs. That’s how much it transforms their business, and changes what they do. They’ll pay whatever you want.

In-memory computing technologies


So far, we’ve been talking just about in-memory DBMS. Here are some of the other ways the technology is used.

In-memory data grids have been around a long time. If any of you do web applications, you may be using some them. Memcached is the one that comes to mind – an open-source product – where your data’s in memory, in the application, and scales across multiple computers, multiple servers. That technology’s been around a long time and enables some of the biggest web applications that you’re all using, including Amazon, including eBay, and all the spinoffs of those.

High-performance messaging infrastructure. Think about what happens if you want to send a message out to four or five thousand of your customers at a time. It’s an SMS message or whatever, in-memory’s going to be able to do that much quicker.

Wouldn’t it be nice if you’re an airline, and you’re cancelling a flight, to get those messages out quickly? Or, in retail, if you’re going to have a special pricing discount, you’re going to send out to all the customers registered on your site, and you’re a big retailer with one hundred thousand or a million customers, think about how high-performance messaging is going to happen.

Complex event processing. That’s what fraud detection is all about, especially for cloned cell phones, for trading fraud, for credit-card fraud, for anything where some analysis is taking place on streaming data coming into a computer and in real-time. I make a decision on an event that’s happening, and then do something about it.

In-memory application servers. These are necessary if you’re going to do this consolidation onto a single or double box of all your applications. Your application servers have to be in-memory, and they can’t be based on disk drives, or they’re not going to run as fast as all the other technology that is enabled with the applications running in the application server.

All of these together make up “in-memory technologies”. The providers of this technology are going to merge together and all of this is going to become an in-memory megadata platform over the next three to five years. Data grids are going to go away and just become part of the in-memory database. These two will be the first to merge, and they’re merging already with in-memory analytic applications and application servers.

That’s the future, as they merge together, which will enable you to run your whole business in memory.

Drivers of in-memory computing


So what drives all this? Well, big data. Now remember “big data” is not just about volume. When we mention big data with respect to in-memory, people think we’re crazy, because big data is a lot of data, and people say “I’m not going to put a petabyte in memory: it’s too expensive!”

Big Data” is volume (big size) and/or velocity(how fast the data’s coming in) and/or the variety of data(unstructured data). In-memory can support velocity today, that’s one the first use case of it, high-speed data coming in through event processing, smart metering, etc. And it can support unstructured data. As the price comes down, as compression gets better, it’ll also get start to get larger and larger on volume of data.

Real-time analytics. For years, Gartner has said there is no such thing as “real-time.” Today, you are running analytics on data that is coming from a transaction system. If I have to say it that way, there’s a latency there. Some ETL or data integration process has to move data from the transaction system to the data warehouse before you can do those analytics. The only way you can do real-time analytics is if it’s being done on the transaction data when it’s completed. So that is one of the drivers for this.

24×7 with no batch windows. If you batch window drops to less than zero, you’re going to have to run things very quickly. Batch is going away. That Materials Requirement Planning batch run that takes six hours? If it starts to run in 3-4 seconds, it’s really no longer batch.

So the whole concept of batch disappears with in-memory technology. Any time you see words like “awareness” then you’re talking about in-memory. In order to make any applications aware of things it means real time, and it means you need the speed and low latency of in-memory technology to do it.

Inhibitors of in-memory computing adoption

So what’s slowing us down?

A lot of these are perceptions. So the perception that it’s a complex architecture: it doesn’t have to be.

The perception that it’s unrealistic: today, this technology is emerging, and yes, it’s disruptive, but no, you can’t do everything with it. So the expectations have to be set right. There are of course no standards, there aren’t a lot of skills and there’s not a lot of best practices yet, because this is just emerging with those. That will happen over the next few years.

So yes, there are many drivers, but at the same time there are many inhibitors, a lot of which you can change by setting expectations and perceptions correctly. So you start to think about IT looking at all this data and saying “what do I do with it all?” and the bottom line is: if your assumptions are that you can’t do anything with it, you’re not going to do anything with it.

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226 Responses

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  105. Well put, sir, well put. I’ll certainly make note of that.

  106. I'm surprised by Cennbeorc. Jane Jacobs seemed to have a quite negative view of sprawling car-centric Los Angeles in "The Death and Life of Great American Cities".There's an intra-libertarian dispute between the "Market Urbanist" blog and "the anti-planner" Randal O'Toole. The latter derides Jacobs as ignorant of the suburbs relative to Herbert Gans .

  107. edcreek disse:OLá,Vader como o Vassili disse, a Russia já comprou meia centena de Su-35 então nada de aposentadoria, sendo esse o pedido inicial, a Russia não fique esperando alguem pagar a conta para dar o start na produção como outros paises nordicos.Vassili por acaso vc jogava civilization?Abraços,

  108. I don’t know who you wrote this for but you helped a brother out.

  109. Apparently this is what the esteemed Willis was talkin’ ’bout.

  110. May24 It’s really a nice and useful piece of info. I’m glad that you shared this helpful information with us. Please keep us up to date like this. Thank you for sharing.

  111. I know exactly what you mean! When I was young take-off was just another fun ride for me, that sudden acceleration that throws you back in your seat. Now I close my eyes and pray for deliverance!

  112. Hi Nicole,Thank you for your interest in Metamorphosis Day Spa.Any spa treatments are design for first time client as well with a lot frequent spa users.

  113. I was really confused, and this answered all my questions.

  114. Your story was really informative, thanks!

  115. 9.40pm Anonymous: Uh "these were taken while I still wore the grey coloured Freshkon lenses"…To the rest, thanks for the recommendations! Sorry gonna do mass reply cause y'all all mostly recommended Inglot & MAC haha. I've never heard of Inglot so I'm gna check out MAC's! Excited hehe. And yep, MAC does NOT test on animals! <3

  116. If time is money you’ve made me a wealthier woman.

  117. Thanks for spending time on the computer (writing) so others don’t have to.

  118. We definitely need more smart people like you around.

  119. If my problem was a Death Star, this article is a photon torpedo.

  120. It was a nice peice and real true about lives of Afghan women in Afghanistan. Rona jan thank you for letting the word hear about the truth and situations that is hurting everyone.

  121. Bonjour,J’aimerais savoir dans quelle mesure peut-on faire une teinture ou une impression sur ces fibres naturelles (notamment le bambou)? Y a t il des colorants tout aussi écologiques avec lesquels ces fibres sont compatibles?Je vous remercie!Julien

  122. You have the monopoly on useful information-aren’t monopolies illegal? 😉

  123. We need a lot more insights like this!

  124. in conclusion, don’t use lists too frequently….contingent on the style of your list (lists can be resource overviews as well), it’s possibly a simple article to compose a weblog.all through the course of data mining, you might have gathered a impressive amount of materials. collecting these (doesn…

  125. We are a group of volunteers and opening a new scheme in our community. Your website provided us with valuable information to work on. You’ve done a formidable job and our entire community will be thankful to you.

  126. Well macadamia nuts, how about that.

  127. – it is really unreal for me to remember our conversation there in the cofffee shop. It is a shame we havent kept in touch more. You are truly one of the few people who can really realize and appreciate what a whirlwind my last few years have been. I wish I knew more people like you who knew me then Hope all is well

  128. The ability to think like that is always a joy to behold

  129. Please keep throwing these posts up they help tons.

  130. Tusen takk for koselig hilsen og for at du vil følge meg :)Det har ikke blitt noe tur til Spinalonga på meg ennå. Når ferier skal planlegges er det alltid så mange spennende reisemål, og ny tur til Kreta har blitt utsatt.Jeg har faktisk veldig lite sort hos meg, men hvitt og sort gir egentlig veldig tøffe kontraster.Ha en deilig helg!

  131. I have a laptop, and it has a webcam. I have never seen the led on. does that mean that nobody have ever hacked my webcam and watch me without my knowledge?I am concerned that the hacker can have a software that will turn the led off while recording or taking pictures of me?Thanks

  132. In awe of that answer! Really cool!

  133. / I’ll gear this review to 2 types of people: current Zune owners who are considering an upgrade, and people trying to decide between a Zune and an iPod. (There are other players worth considering out there, like the Sony Walkman X, but I hope this gives you enough info to make an informed decision of the Zune vs players other than the iPod line as well.)

  134. Dans 10 ans, tout le monde réfléchira ainsi, c’est écrit : tout le monde sera imbus de la même erreur, et la séduction ce sera ça. Le filles y croiront, les mecs y croiront encore plus, ce qui fera du macumba quelque chose de plus spirituel que toutes les églises de france.Toi, tu souris. Je t’entends presque lecteur te moquer de ce futur, de ce commentaire. Mais interroge toi : y a 10 ans, suffisait-il d’être sur twitter pour être un influenceur numérique.Fais de beaux rêves et profites bien du temps qu’il te reste!

  135. Very true! Makes a change to see someone spell it out like that. :)

  136. Gee willikers, that’s such a great post!

  137. So that’s the case? Quite a revelation that is.

  138. Keep on writing and chugging away!

  139. Hallo Damaris, davon abgesehen dass ich Ihre Frage schlich nicht verstanden habe (Sozialversicherung ist ein Ding, Steuern ein anderes): Ich darf Ihre Frage leider aufgrund des Rechtsdienstleistungsgesetzes nicht beantworten. Eventuell kann hier eine Gewerkschaft, ein Berufsverband oder die Mini-Job-Zentrale weiterhelfen. Sorry. Simone Janson

  140. If you’re looking to buy these articles make it way easier.

  141. …"Rush Limbaugh's life is just as valuable as anyone else's in this country."=============Yet his entire personality is an assertion, against all evidence, of superiority.——————"In addition, he brings much happiness to many of his daily listeners." =============That's pathetic.—————–"Without Rush, where would some of us be?"=============That's even more pathetic.

  142. Problem w tym , że w wyrokach z którymi miałem do czynienia sąd często nic nie wspomina o pomieszczeniu przynależnym, podaje powierzchnię nieruchomości (tzn lokal + piwnica) jako powierzchnię użytkową lokalu. Ponadto często udział przynależny do lokalu tzn dokładnie powierzchnia działki na której posadowiony jest blok jest inna w księdze wieczystej a inna w wypisie z rejestru gruntów.

  143. Promise never to recognize you should our paths ever cross. Ask the same of you.But seriously, thanks for adding “squid free” to my lexicon. I feel more free already.

  144. … `….We do not need them fathering, no siring another generation of punk, mop-headed mofoing foolz. Whare dey daddies at?”Well some of their daddies could be posting cowardly ‘anonymous’ comments from under their beds in Plano, praying that the good master will free us from those bad negroes in one swoop of Final Solutionism.A Desmond Burton fan for sure.

  145. Great weblog right here! Additionally your website lots up fast! What host are you the usage of? Can I get your affiliate hyperlink in your host? I wish my web site loaded up as quickly as yours lol

  146. Lot of smarts in that posting!

  147. I’m not quite sure how to say this; you made it extremely easy for me!

  148. What I find so interesting is you could never find this anywhere else.

  149. Moi aussi j’étais super contente de te rencontrer enfin en vrai, et aussi de discuter avec les individus douteux du forum.La prochaine fois que tu viens sur Paris tu me fais signe et on essaye de se voir ! 😉

  150. Thanks for starting the ball rolling with this insight.

  151. sanae2834so wat, sal! ik heb het de afgelopen weken erg gezellig gehadt, hoor. bijna elke dag met de gurlz naar schiphol. zogenaamd ouders wegbrengen, not!! scheveningen is leeg, begrijp dat dan. Ik kan niet wachten tot elhadj weer voorbij is, ”de 2e rondeeeeeeeeeee”!!!!beslama sanae

  152. Why not simply update the 919. This is a city bike and it is to heavy for traffic. I owned a 93 750 Nighthawk that was great in the Washington DC traffic.Make a 919 option that is about 75 pounds lighter and sells for $8500. PS add a six speed and match other brands.

  153. ceyda diyor ki:arkadaşlar ben 2005 mezunuyum , ve bazı sebeplerden örgün okuyamadım aöf mezunuyum ve tekrar deneyip inşaat teknikerliği okumak istiyorum ve sınav sistemini bilmiyorum ayrıntılı bi şekilde anlatır mısın? ve lütfen ti ye alacaklar yazmasın ! . . .

  154. I was curious if you ever considered changing the structure of your website? Its very well written; I love what youve got to say. But maybe you could a little more in the way of content so people could connect with it better. Youve got an awful lot of text for only having one or two pictures. Maybe you could space it out better?

  155. I was looking everywhere and this popped up like nothing!

  156. Wow I must confess you make some very trenchant points.

  157. A little rationality lifts the quality of the debate here. Thanks for contributing!

  158. Which came first, the problem or the solution? Luckily it doesn’t matter.

  159. And I was just wondering about that too!

  160. Information is power and now I’m a !@#$ing dictator.

  161. disse:Parabéns filhão só post pioneiro, continue assim e poste mais do traficante gay porque esse promete, sensacional como já dizia o velho e saudoso Emilio surita, o próprio deverá dar muitas risadas do comediante, ele e Cezar porvilho o reporter ação devem fazer o público dar muitas gargalhadas, agora é só aguardar e quem não viu vai vê, é isso que tenho pra comentar. Congratulations!

  162. Trying to add the rel-publisher and it is denying because authorship is set up. Error states the site can only have one. Is there a work around this or do we in fact have to choose between authorship and publisher. Here is the error – Error: Both rel=publisher and rel=author are present on the page, we only verify rel=author link for this case.

  163. In Italia era successo tempo addietro con Grooveshark, un sito di streaming LEGALE musicale.Ed è durato oltre un anno!Il fatto è che i provider non bloccano siti con una massa di utenti enorme, così la notizia non riesce ad arrivare alla ribalta e/o sembra poco importante alla maggior parte delle persone.Però è un blocco molto pericoloso (soprattutto se silente, lasciando il sito a caricare senza alcun avviso)…

  164. Damn, I wish I could think of something smart like that!

  165. Well put, sir, well put. I’ll certainly make note of that.

  166. You keep it up now, understand? Really good to know.

  167. The study was flawed due to its failure to consider delays in care and medication administration as an error caused by these experimental devices. Delays are widespread with CPOE devices. One emergency room resorted to paper file cards and vacuum tubes to communicate urgency with the pharmacy. Delays were for hours.And, what is an "illegal" prescription, anyway?

  168. Rules 2,3 & 4 are rules I have always lived by! Anyone who has a car can support those tips 100% I used to ignore all of those factors and always wondered why my gas vanished so quickly, but like you guys mentioned I started rolling my windows down, making sure my tire pressure was up to par & watching my speed and it all pays off! Now time to clean out the trunk!!

  169. hej.jeg har linket til din fine vejledning på min blog, da jeg bruger din vejledning til at komme igang med mit helt eget tæppe.håber det er ok.Vh. Anja

  170. Ehem, Torres, you need to buy a new sarcasm detector, my friend.Just the first line should be telling.Maybe you cannot understand English either because you are tainted by Romance Languages and wild, mind confusing emotions like empathy.(That was sarcasm too 😉

  171. Not bad at all fellas and gallas. Thanks.

  172. My husband and i were cheerful when Emmanuel managed to round up his homework because of the precious recommendations he got from your blog. It is now and again perplexing to just happen to be making a gift of tricks which usually many people could have been trying to sell. We really recognize we need you to give thanks to because of that. Those explanations you’ve made, the straightforward site navigation, the relationships you can aid to create – it’s got all astounding, and it’s facilitating our son and us consider that that subject matter is pleasurable, which is quite important. Thanks for everything!

  173. These topics are so confusing but this helped me get the job done.

  174. I did in Adobe InDesign but I processed the images before hand in Adobe Lightroom. You could do with Photoshop but it would mean having a file the is 20,000 pixels by 20,000 pixels with 200 layers would it would be a little slow! The images where all placed manually there is not magic button to press to do this.

  175. Gov Romney is a proven best debater and will do great tonight. We know Obama won the 2nd debate for “interrption debate”, uncivility debate. Obama has been associating Gov Romney and GOP with W Bush so, Gov Romney MUST to tell the viewers he’s not a warmonger in a very convincing manner also separating himself from W Bush Policy.I’ve confidence, Gov Romney will EXPOSE Obama’s juvenial foreign policy failures!

  176. Those pictures are beautiful! The food looks so yummy!!! Too bad we don’t have “taste-0-vision” … ha.Thanks for sharing. I’m glad you had fun!Beth

  177. Your answer shows real intelligence.

  178. There’s nothing like the relief of finding what you’re looking for.

  179. Plus the insurance rates you pay are hugely dependent on the insurance coverage organization or agent, your age, your car variety, your driving record, and also the area you reside in! You need to under no circumstances go with no auto insurance although, regardless of the charges. Practically each of the states need you to guard your self using a minimum level of liability coverage. Naturally, the bare minimum isn’t sufficient adequate for the typical automobile owner. And as you add in added coverage for the auto, you recognize that you will be paying a fairly substantial sum annually.

  180. Cypr, cypr i jeszcze raz cypr… hiszpanskie jadło jest co krok, niestety ale zaczyna już ono przeistaczać sie w fastfood …grecka feta i cacyki obecne sa na kazym polskim BBQ…w Chorwacji wiecej jest Polaków niż nad Bałtykiem w wakacje…wyspy kanaryjskie to prawie to samo co Hiszpania…natomist Cypr jest łącznikiem … „smaki Cypru kształtowali Grecy, Rzymianie, Libańczycy, Francuzi, Włosi, Turcy i Brytyjczycy.” … myślę że to w wykonaniu Agaty będzie niezła mieszanka :) Good luck!

  181. So excited I found this article as it made things much quicker!

  182. You’ve impressed us all with that posting!

  183. ah! Il me faut une nouvelle chemise, je vais aller sur! merci pour l’info Martin!LoL! l’employé du mois est celui qui a piqué le dernier boxer … Je vais donc aussi demander à mon boss mon petit diplôme de ce pas! Moi aussi je suis un pro d’Internet!

  184. Good points all around. Truly appreciated.

  185. Whats up. Very cool blog!! Man .. Beautiful .. Superb .. I will bookmark your blog and take the feeds additionally…I am glad to find a lot of helpful information here within the article. Thanks for sharing.

  186. Very true! Makes a change to see someone spell it out like that. :)

  187. Is this to good to be true,surely there is more than 3 minutes of work to go into this.Not exactly sure how it works either,do i need to create a blog?Does it just get traffic for my affiliate products?I have used similar traffic software and got sucked in by the ease of setting them up only to find there was a hell of alot more work to do.Only just starting on the internet and dont have a clue about url rss or reciprocal links?do i need to know about all these things?Really struggling financially at the moment so have to be careful not to just jump in .Thankyou

  188. The demonstration was probably illegal.What demonstration? They were not allowed out of the building.the anarchistsDo you know what that word means?where they often are supported and the State defeatedLol. When it comes to matters of “security”, the High Court is completely subservient.This is the essence of pluralism.Do you know what that word means?

  189. Wow, this is in every respect what I needed to know.

  190. This is absolutely brilliant, Virginia! The page you made using the sketch is just stunning, and I love your cards, and especially the fact that you had a caring thought for Japan… I love the "sakura" card.

  191. Hey, you’re the goto expert. Thanks for hanging out here.

  192. I was struck by the honesty of your posting

  193. Bonjour Azrail,Le fond d’écran a été ajouté à la liste des fonds d’écran a ajouté pour la catégorie « Manga et super héros ».J’espère également en voir de nouveaux prochainement Merci pour ta participation.

  194. One or two to remember, that is.

  195. That’s a wise answer to a tricky question

  196. Hello Morgan we operate in a deregulated market – this means that like many of the services in the area all or part of it may have another bus operator serving part of the route. This particular night service is a new venture for YB and is an extension of the route we take with our daytime service 6 – our fare is just £2 for a single and we look forward to you joining us from the 28th June

  197. effettivamente sono daccordo con te,quando una nuova versione di qualcosa che m’e’ piaciuto arriva in piazza,rimango veramente amareggiato se non aggiunge nulla, se non sposta il significato da qualche altra parte e non ha un perche’…questo fumetto non aggiunge e non sposta ma a mia discolpa almeno ho il perche’:questo e’ un mio omaggio a smeriglia. il vero progetto arrivera’

  198. Yup, Mumbai has become too warm, but I read somewhere Delhi is still kinda hot-and-cold, hence this post. Need to escape from the heat in May!

  199. tja, aber alle “kartoffel” haben ihre seele verkauft für ein bisschen geld und nen silberring. du hättest schon allein für den ring deinen arsch verkauft. außerdem heißt das “kanacke”

  200. My bedside clock is still an hour out and we changed a week earlier than you did. I’ll get to it sometime. The clock in the car will stay an hour out until next spring when it rights itself, I really can’t be bothered with that.

  201. Gérard PRIVAT dit :Bonjour Marie,Il est vrai que j’aurais pu émettre des doutes quant aux déclarations officielles.Mon article reste cependant tout aussi pertinent concernant toutes les formes de terrorisme.

  202. You’ve impressed us all with that posting!

  203. These pieces really set a standard in the industry.

  204. I guess finding useful, reliable information on the internet isn’t hopeless after all.

  205. Taking the overview, this post is first class

  206. Dr. Deb, I’m having this problem right now. I have a very low self esteem which would need major help. THe thing is I dont dare to ask help from my friends and my relationship between them is getting worse because I am isolating myself from the circle. I have no idea how to aproach them back. I am afraid they wont receive me and if I told them I need help, they might not want to help me. What can I do???

  207. Please teach the rest of these internet hooligans how to write and research!

  208. Umm, are you really just giving this info out for nothing?

  209. Could you write about Physics so I can pass Science class?

  210. I’ll try to put this to good use immediately.

  211. wonderful publish, very informative. I’m wondering why the other experts of this sector don’t notice this. You should continue your writing. I am sure, you’ve a great readers’ base already!

  212. Great hammer of Thor, that is powerfully helpful!

  213. Hmm is anyone else experiencing problems with the pictures on this blog loading? I’m trying to find out if its a problem on my end or if it’s the blog. Any feedback would be greatly appreciated.

  214. Too many compliments too little space, thanks!

  215. Vix looks like a lovely evening, I feel bad that I can't just walk down to a curry house anymore, now that we live in a village.I agree with you, love a bit of local produce. We should all collective support it more.

  216. Alittleconfused.did you mean to say in your last sentence that the experience of being emotionally “hard” OR “soft” was sometimes difficult for the person experiencing it?as a therapist myself I do share that feeling you expressed of how important it is to remember how intuitive our clients are about OUR state of mind .always love your blog / thanks!

  217. This is a really intelligent way to answer the question.

  218. It’s a pleasure to find someone who can think so clearly

  219. de res Juan, ahir ens vam quedar esperan-te a la piste, jeje, series pasades per aigua, pero molt be.avore si pronte ens veiem, un abraç

  220. Most of the statements using "society" tend to be collectivist arguments, which limit individual freedom. One of Leonhardt's lines in the NYT article "The choice isn’t between rationing and not rationing. It’s between rationing well and rationing badly." is really disturbing. It promotes more government control over health care, which will ultimately be less freedom of choices for the individual.

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