--- title: "Meaning & Key Takeaway of: New applications will have to deal with…" description: "\"New applications will have to deal with big data. We have to analyze it on the fly, so we have to have a system that is transactional and analytical at..." image: "https://sms4smile.com/quotes/i/894/hasso-plattner-22393_analytical_new-applications-will-have-to-deal-with_568118.jpg" --- # New applications will have to deal with big data. We have… ![“New applications will have to deal with big data. We have to analyze it on the fly, so we have to have a system that is transactional and analytical at the same time. We cannot have a multi-stage system. This is too slow for modern applications.” quote by Hasso Plattner](https://sms4smile.com/quotes/i/894/hasso-plattner-22393_analytical_new-applications-will-have-to-deal-with_568118.jpg) [Download](https://sms4smile.com/quotes/i/894/hasso-plattner-22393_analytical_new-applications-will-have-to-deal-with_568118.jpg) [Open image](https://sms4smile.com/quotes/i/894/hasso-plattner-22393_analytical_new-applications-will-have-to-deal-with_568118.jpg) > “New applications will have to deal with big data. We have to analyze it on the fly, so we have to have a system that is transactional and analytical at the same time. We cannot have a multi-stage system. This is too slow for modern applications.” [Hasso Plattner](https://sms4smile.com/quotes/author/hasso-plattner/) ## About This Quote This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation. Modern apps need a unified system that handles both transactions and analytics instantly, avoiding slow multi‑stage pipelines. **In simple terms:** Apps must process big data instantly, not in separate steps. Key Takeaway Build a real‑time hybrid database. Themes big data real‑time processing system design Mood urgent focused Type technical strategic When to use this quote - e‑commerce checkout - financial trading - IoT telemetry - online gaming - fraud detection Key Concepts transactional analytics hybrid architecture latency reduction Questions to Reflect On - How can you balance consistency with speed? - What trade‑offs exist in hybrid systems? A Different Perspective Integrating both workloads can increase complexity and cost. ★ ★ ★ ★ ★ No ratings yet [Data](https://sms4smile.com/quotes/about/data/) [Stage](https://sms4smile.com/quotes/about/stage/) [System](https://sms4smile.com/quotes/about/system/) [Time](https://sms4smile.com/quotes/about/time/) ## Related quotes > [Big data has been used by human beings for a long time - just in bricks-and-mortar applications. Insurance and standardized tests are both examples…](https://sms4smile.com/quotes/jose-ferreira/big-data-has-been-used-by-human-beings-for-a-long-time-just-in-bricks/) [Jose Ferreira](https://sms4smile.com/quotes/author/jose-ferreira/) > [By lowering the barrier to create new digital currency applications, we'll see an explosion in the number of ideas tried. We'll invest in, partner…](https://sms4smile.com/quotes/brian-armstrong/by-lowering-the-barrier-to-create-new-digital-currency-applications/) [Brian Armstrong](https://sms4smile.com/quotes/author/brian-armstrong/) > [Artificial intelligence is here and being rapidly commercialized, with new applications being created not just for manufacturing but also for energy, healthcare, and oil…](https://sms4smile.com/quotes/joe-kaeser/artificial-intelligence-is-here-and-being-rapidly-commercialized-with/) [Joe Kaeser](https://sms4smile.com/quotes/author/joe-kaeser/) > [I have very little hope that any permission can be gained for your organization. However, I shall place it in a special folder with…](https://sms4smile.com/quotes/anna-louise-strong/i-have-very-little-hope-that-any-permission-can-be-gained-for-your/) [Anna Louise Strong](https://sms4smile.com/quotes/author/anna-louise-strong/) > [“To prove to an indignant questioner on the spur of the moment that the work I do was useful seemed a thankless task and…](https://sms4smile.com/quotes/a-v-hill/to-prove-to-an-indignant-questioner-on-the-spur-of-the-moment-that/) A.V. Hill > [Everybody's enamored of the iPhone, the Google phone. But the applications are going to change. You know, we're going to start using our phones…](https://sms4smile.com/quotes/tim-o-reilly/everybody-s-enamored-of-the-iphone-the-google-phone-but-the/) [Tim O'Reilly](https://sms4smile.com/quotes/author/tim-o-reilly/) > [It's difficult for any single company to develop all the applications and services.](https://sms4smile.com/quotes/ma-huateng/it-s-difficult-for-any-single-company-to-develop-all-the-applications/) [Ma Huateng](https://sms4smile.com/quotes/author/ma-huateng/) > [FEMA says that it does not factor in previous losses into its decisions on applications to redraw the flood zones.](https://sms4smile.com/quotes/bill-dedman/fema-says-that-it-does-not-factor-in-previous-losses-into-its/) [Bill Dedman](https://sms4smile.com/quotes/author/bill-dedman/) > [Google Apps for Education is a suite of applications intended to be helpful to higher level educational institutions, but in the long run, I…](https://sms4smile.com/quotes/vint-cerf/google-apps-for-education-is-a-suite-of-applications-intended-to-be/) [Vint Cerf](https://sms4smile.com/quotes/author/vint-cerf/) > [Around the late 1990s, I'd become convinced that one of the killer applications of robotics came from connecting robots to the Internet. The idea…](https://sms4smile.com/quotes/colin-angle/around-the-late-1990s-i-d-become-convinced-that-one-of-the-killer/) [Colin Angle](https://sms4smile.com/quotes/author/colin-angle/) > [In essence, Chrome OS is the GNU/Linux operating system. However, it is delivered without the usual applications, and rigged up to impede and discourage…](https://sms4smile.com/quotes/richard-stallman/in-essence-chrome-os-is-the-gnu-linux-operating-system-however-it-is/) [Richard Stallman](https://sms4smile.com/quotes/author/richard-stallman/) > [The under-funded and over-extended United States Patent and Trademark Office does not have the resources to adequately evaluate the burgeoning number of applications, and…](https://sms4smile.com/quotes/viet-d-dinh/the-under-funded-and-over-extended-united-states-patent-and-trademark/) [Viet D. Dinh](https://sms4smile.com/quotes/author/viet-d-dinh/) > [One thing I liked about being in microscopy is it gets you out of your box constantly because there's such a diverse range of…](https://sms4smile.com/quotes/eric-betzig/one-thing-i-liked-about-being-in-microscopy-is-it-gets-you-out-of/) [Eric Betzig](https://sms4smile.com/quotes/author/eric-betzig/) > [I never sought nor gained personal benefit in school or job applications based on my heritage.](https://sms4smile.com/quotes/elizabeth-warren/i-never-sought-nor-gained-personal-benefit-in-school-or-job/) [Elizabeth Warren](https://sms4smile.com/quotes/author/elizabeth-warren/) > [At every juncture, advanced tools have been the key to a new wave of applications, and each wave of applications has been key to…](https://sms4smile.com/quotes/bill-gates/at-every-juncture-advanced-tools-have-been-the-key-to-a-new-wave-of/) [Bill Gates](https://sms4smile.com/quotes/author/bill-gates/) ## More by Hasso Plattner > [Americans are not afraid of the future.](https://sms4smile.com/quotes/hasso-plattner/americans-are-not-afraid-of-the-future/) [Hasso Plattner](https://sms4smile.com/quotes/author/hasso-plattner/) > [This is where the world is going: direct access from anywhere to any type of data, whether it's a small piece of data or…](https://sms4smile.com/quotes/hasso-plattner/this-is-where-the-world-is-going-direct-access-from-anywhere-to-any/) [Hasso Plattner](https://sms4smile.com/quotes/author/hasso-plattner/) > [The Y2K problem is not caused by technical limitations. We simply forgot to think of the problem.](https://sms4smile.com/quotes/hasso-plattner/the-y2k-problem-is-not-caused-by-technical-limitations-we-simply/) [Hasso Plattner](https://sms4smile.com/quotes/author/hasso-plattner/) > [In the '80s, when Gretzky came to the World Championships in the second or third game, you'd see this guy skating circles around the…](https://sms4smile.com/quotes/hasso-plattner/in-the-80s-when-gretzky-came-to-the-world-championships-in-the-second/) [Hasso Plattner](https://sms4smile.com/quotes/author/hasso-plattner/) > [We have to be able to adapt to new situation. It's another form of the definition of intelligent behavior.](https://sms4smile.com/quotes/hasso-plattner/we-have-to-be-able-to-adapt-to-new-situation-it-s-another-form-of-the/) [Hasso Plattner](https://sms4smile.com/quotes/author/hasso-plattner/) > [Please, please, please, my dear competition. We can beat each other and fight each other as much as we want and argue, but do…](https://sms4smile.com/quotes/hasso-plattner/please-please-please-my-dear-competition-we-can-beat-each-other-and/) [Hasso Plattner](https://sms4smile.com/quotes/author/hasso-plattner/) > [Kids only learn that the stove is hot when they put their finger on and they burn it. This, unfortunately, is the limitation of…](https://sms4smile.com/quotes/hasso-plattner/kids-only-learn-that-the-stove-is-hot-when-they-put-their-finger-on/) [Hasso Plattner](https://sms4smile.com/quotes/author/hasso-plattner/) > [At Stanford, we teach 'design thinking' - that is, we put together small, interdisciplinary groups to figure out what the true needs are and…](https://sms4smile.com/quotes/hasso-plattner/at-stanford-we-teach-design-thinking-that-is-we-put-together-small/) [Hasso Plattner](https://sms4smile.com/quotes/author/hasso-plattner/) > [The software industry has to become better in componentization. That's a clear focus for most of the software companies. How components look, how they…](https://sms4smile.com/quotes/hasso-plattner/the-software-industry-has-to-become-better-in-componentization-that-s/) [Hasso Plattner](https://sms4smile.com/quotes/author/hasso-plattner/) > [Successful companies obviously have people with ideas and energy.](https://sms4smile.com/quotes/hasso-plattner/successful-companies-obviously-have-people-with-ideas-and-energy/) [Hasso Plattner](https://sms4smile.com/quotes/author/hasso-plattner/) > [You cannot make money with a hockey team. You cannot make money with a hotel, either, and you cannot make money with a golf…](https://sms4smile.com/quotes/hasso-plattner/you-cannot-make-money-with-a-hockey-team-you-cannot-make-money-with-a/) [Hasso Plattner](https://sms4smile.com/quotes/author/hasso-plattner/) > [I create, for whatever reason, a busy schedule, but I watch hockey, all the games, either on the PC or TV. The world is…](https://sms4smile.com/quotes/hasso-plattner/i-create-for-whatever-reason-a-busy-schedule-but-i-watch-hockey-all/) [Hasso Plattner](https://sms4smile.com/quotes/author/hasso-plattner/) > [I believe that whoever is successful should help ensure that the next generation can be successful, too.](https://sms4smile.com/quotes/hasso-plattner/i-believe-that-whoever-is-successful-should-help-ensure-that-the-next/) [Hasso Plattner](https://sms4smile.com/quotes/author/hasso-plattner/) > [Managers are important: they are leading the company and guiding and have to provide vision and manage the daily business.](https://sms4smile.com/quotes/hasso-plattner/managers-are-important-they-are-leading-the-company-and-guiding-and/) [Hasso Plattner](https://sms4smile.com/quotes/author/hasso-plattner/) > [I'm a Berliner - fast, loud, obnoxious, industrious, brutally open.](https://sms4smile.com/quotes/hasso-plattner/i-m-a-berliner-fast-loud-obnoxious-industrious-brutally-open/) [Hasso Plattner](https://sms4smile.com/quotes/author/hasso-plattner/) [Explore all 27 Hasso Plattner quotes ](https://sms4smile.com/quotes/author/hasso-plattner/) ## More Analytical quotes > [I have, by nature, an analytical mind.](https://sms4smile.com/quotes/stephen-sondheim/i-have-by-nature-an-analytical-mind/) [Stephen Sondheim](https://sms4smile.com/quotes/author/stephen-sondheim/) > [The whole of the developments and operations of analysis are now capable of being executed by machinery ... As soon as an Analytical Engine…](https://sms4smile.com/quotes/charles-babbage/the-whole-of-the-developments-and-operations-of-analysis-are-now/) [Charles Babbage](https://sms4smile.com/quotes/author/charles-babbage/) > [The way most people approach business - and the way they mostly teach in business school - involves the analytical mind. It divides it…](https://sms4smile.com/quotes/john-mackey/the-way-most-people-approach-business-and-the-way-they-mostly-teach/) [John Mackey](https://sms4smile.com/quotes/author/john-mackey/) > [Engineers love to optimize problems. Now I optimize logistical problems. I ask: 'What's the goal? What are our constraints? What is the optimal, elegant…](https://sms4smile.com/quotes/ruchi-sanghvi/engineers-love-to-optimize-problems-now-i-optimize-logistical/) [Ruchi Sanghvi](https://sms4smile.com/quotes/author/ruchi-sanghvi/) > [“The kind of data and the data-analytical perspective privy to banks is quite unique to banks.”](https://sms4smile.com/quotes/hendrith-vanlon-smith-jr-ceo-of-mayflower-plymouth/the-kind-of-data-and-the-data-analytical-perspective-privy-to-banks/) [Hendrith Vanlon Smith Jr, CEO of Mayflower-Plymouth](https://sms4smile.com/quotes/author/hendrith-vanlon-smith-jr-ceo-of-mayflower-plymouth/) > [“The exclusivity of a strongcity is enough for us to enhance our analytical sophistication”](https://sms4smile.com/quotes/anyaele-sam-chiyson/the-exclusivity-of-a-strongcity-is-enough-for-us-to-enhance-our/) Anyaele Sam Chiyson > [“The army uses an analytical framework of mission, enemy, troops, terrain, and time available (METT-T) to guide it in rapid development of its operations.”](https://sms4smile.com/quotes/anonymous/the-army-uses-an-analytical-framework-of-mission-enemy-troops-terrain/) [Anonymous](https://sms4smile.com/quotes/author/anonymous/) > [The shining star in the world is Shanghai. That's what CEOs from big companies say - 'if I want mathematical analytical work done, it's…](https://sms4smile.com/quotes/hans-rosling/the-shining-star-in-the-world-is-shanghai-that-s-what-ceos-from-big/) [Hans Rosling](https://sms4smile.com/quotes/author/hans-rosling/) > [When I composed, I heard my music played by the orchestra within days of completion of the score. No master at a conservatory, no…](https://sms4smile.com/quotes/andre-previn/when-i-composed-i-heard-my-music-played-by-the-orchestra-within-days/) [Andre Previn](https://sms4smile.com/quotes/author/andre-previn/) > [The Analytical Engine has no pretensions whatever to originate anything. It can do whatever we know how to order it to perform... But it…](https://sms4smile.com/quotes/ada-lovelace/the-analytical-engine-has-no-pretensions-whatever-to-originate/) [Ada Lovelace](https://sms4smile.com/quotes/author/ada-lovelace/) > [“The reason Dick 's physics was so hard for ordinary people to grasp was that he did not use equations. The usual theoretical physics…](https://sms4smile.com/quotes/freeman-dyson/the-reason-dick-s-physics-was-so-hard-for-ordinary-people-to-grasp/) [Freeman Dyson](https://sms4smile.com/quotes/author/freeman-dyson/) > [Take the perspective of a journalist or scientist. Really study what's around you. What are people wearing, what do the interiors of buildings look…](https://sms4smile.com/quotes/gretchen-rubin/take-the-perspective-of-a-journalist-or-scientist-really-study-what-s/) [Gretchen Rubin](https://sms4smile.com/quotes/author/gretchen-rubin/) > [I don't look at my work in a critical or analytical way; I just don't think of myself objectively. It doesn't interest me.](https://sms4smile.com/quotes/tom-stoppard/i-don-t-look-at-my-work-in-a-critical-or-analytical-way-i-just-don-t/) [Tom Stoppard](https://sms4smile.com/quotes/author/tom-stoppard/) > [I'm also not very analytical. You know I don't spend a lot of time thinking about myself, about why I do things](https://sms4smile.com/quotes/george-w-bush/i-m-also-not-very-analytical-you-know-i-don-t-spend-a-lot-of-time/) [George W. Bush](https://sms4smile.com/quotes/author/george-w-bush/) > [People spend more time analyzing and judging people as opposed to meeting the person and seeing what they're like.](https://sms4smile.com/quotes/isaiah-harden-me/people-spend-more-time-analyzing-and-judging-people-as-opposed-to/) Isaiah Harden (Me Browse all 89 Analytical quotes ```json { "@context": "https://schema.org", "@graph": [ { "@type": "Quotation", "text": "New applications will have to deal with big data. 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