Successfully reported this slideshow.
We use your LinkedIn profile and activity data to personalize ads and to show you more relevant ads. You can change your ad preferences anytime.
BIG DATA & HIGH PERFORMANCE ANALYTICSDr. Thomas Keil, Program Manager Business AnalyticsSAS Institute GmbH                ...
Das Wachstum der        BIG DATA – FLUCH ODER SEGEN?                                                                      ...
BIG DATA – WORAUF ES ANKOMMT                               Das Grundproblem der IT                                        ...
WIE UND WO ENTSTEHT BIG DATA?                                            Die Daten entstehen zum Teil                     ...
Der immer größere                                                                                                    Daten...
BUSINESS INTELLIGENCE. WEITER DENKEN!                                                    Klassisches BI stößt hier        ...
BUSINESS INTELLIGENCE. WEITER DENKEN!                                                                         Deshalb sind...
Technologisch erfordern die                                               Flexible Optionen, um mit Big TECHNOLOGIEN      ...
SAS Grid Computing                                 Big Data auf viele Rechner verteilen                                   ...
SAS In-Database                                                                              Zur Analyse großer Daten-    ...
SAS High Performance                                     Blitzschnelle Analytics im               Analytics               ...
Damit immer mehr Anwender        SAS Visual Analytics                                 Die Lösung im Überblick             ...
SAS Visual Analytics                                 Visual Analytics Explorer                                            ...
SAS High Performance               Analytics                                    Anwendungsbeispiel         Die ersten Anwe...
FAZIT & ZUSAMMENFASSUNG                                                            „Big Data“ ist unausweichlich und wird ...
Mehr Informationen &               Fallbeispiele:                  www.sas.de/bigdata                                     ...
Upcoming SlideShare
Loading in …5
×

Big Data & High-Performance-Analytics

29,338 views

Published on

Dr. Thomas Keil über Big Data und die Möglichkeiten mit SAS, die weit über die klassische Business Intelligence (BI) hinaus gehen.

  • DOWNLOAD THE BOOK INTO AVAILABLE FORMAT (New Update) ......................................................................................................................... ......................................................................................................................... Download Full PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download Full EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download Full doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... ......................................................................................................................... ................................................................................................................................... eBook is an electronic version of a traditional print book THE can be read by using a personal computer or by using an eBook reader. (An eBook reader can be a software application for use on a computer such as Microsoft's free Reader application, or a book-sized computer THE is used solely as a reading device such as Nuvomedia's Rocket eBook.) Users can purchase an eBook on diskette or CD, but the most popular method of getting an eBook is to purchase a downloadable file of the eBook (or other reading material) from a Web site (such as Barnes and Noble) to be read from the user's computer or reading device. Generally, an eBook can be downloaded in five minutes or less ......................................................................................................................... .............. Browse by Genre Available eBOOK .............................................................................................................................. Art, Biography, Business, Chick Lit, Children's, Christian, Classics, Comics, Contemporary, CookBOOK, Manga, Memoir, Music, Mystery, Non Fiction, Paranormal, Philosophy, Poetry, Psychology, Religion, Romance, Science, Science Fiction, Self Help, Suspense, Spirituality, Sports, Thriller, Travel, Young Adult, Crime, EBOOK, Fantasy, Fiction, Graphic Novels, Historical Fiction, History, Horror, Humor And Comedy, ......................................................................................................................... ......................................................................................................................... .....BEST SELLER FOR EBOOK RECOMMEND............................................................. ......................................................................................................................... Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth,-- The Ride of a Lifetime: Lessons Learned from 15 Years as CEO of the Walt Disney Company,-- Call Sign Chaos: Learning to Lead,-- StrengthsFinder 2.0,-- Stillness Is the Key,-- She Said: Breaking the Sexual Harassment Story THE Helped Ignite a Movement,-- Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones,-- Everything Is Figureoutable,-- What It Takes: Lessons in the Pursuit of Excellence,-- Rich Dad Poor Dad: What the Rich Teach Their Kids About Money THE the Poor and Middle Class Do Not!,-- The Total Money Makeover: Classic Edition: A Proven Plan for Financial Fitness,-- Shut Up and Listen!: Hard Business Truths THE Will Help You Succeed, ......................................................................................................................... .........................................................................................................................
       Reply 
    Are you sure you want to  Yes  No
    Your message goes here
  • DOWNLOAD THE BOOK INTO AVAILABLE FORMAT (New Update) ......................................................................................................................... ......................................................................................................................... Download Full PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download Full EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download Full doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... ......................................................................................................................... ................................................................................................................................... eBook is an electronic version of a traditional print book THE can be read by using a personal computer or by using an eBook reader. (An eBook reader can be a software application for use on a computer such as Microsoft's free Reader application, or a book-sized computer THE is used solely as a reading device such as Nuvomedia's Rocket eBook.) Users can purchase an eBook on diskette or CD, but the most popular method of getting an eBook is to purchase a downloadable file of the eBook (or other reading material) from a Web site (such as Barnes and Noble) to be read from the user's computer or reading device. Generally, an eBook can be downloaded in five minutes or less ......................................................................................................................... .............. Browse by Genre Available eBOOK .............................................................................................................................. Art, Biography, Business, Chick Lit, Children's, Christian, Classics, Comics, Contemporary, CookBOOK, Manga, Memoir, Music, Mystery, Non Fiction, Paranormal, Philosophy, Poetry, Psychology, Religion, Romance, Science, Science Fiction, Self Help, Suspense, Spirituality, Sports, Thriller, Travel, Young Adult, Crime, EBOOK, Fantasy, Fiction, Graphic Novels, Historical Fiction, History, Horror, Humor And Comedy, ......................................................................................................................... ......................................................................................................................... .....BEST SELLER FOR EBOOK RECOMMEND............................................................. ......................................................................................................................... Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth,-- The Ride of a Lifetime: Lessons Learned from 15 Years as CEO of the Walt Disney Company,-- Call Sign Chaos: Learning to Lead,-- StrengthsFinder 2.0,-- Stillness Is the Key,-- She Said: Breaking the Sexual Harassment Story THE Helped Ignite a Movement,-- Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones,-- Everything Is Figureoutable,-- What It Takes: Lessons in the Pursuit of Excellence,-- Rich Dad Poor Dad: What the Rich Teach Their Kids About Money THE the Poor and Middle Class Do Not!,-- The Total Money Makeover: Classic Edition: A Proven Plan for Financial Fitness,-- Shut Up and Listen!: Hard Business Truths THE Will Help You Succeed, ......................................................................................................................... .........................................................................................................................
       Reply 
    Are you sure you want to  Yes  No
    Your message goes here
  • DOWNLOAD THE BOOK INTO AVAILABLE FORMAT (New Update) ......................................................................................................................... ......................................................................................................................... Download Full PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download Full EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download Full doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... ......................................................................................................................... ................................................................................................................................... eBook is an electronic version of a traditional print book THE can be read by using a personal computer or by using an eBook reader. (An eBook reader can be a software application for use on a computer such as Microsoft's free Reader application, or a book-sized computer THE is used solely as a reading device such as Nuvomedia's Rocket eBook.) Users can purchase an eBook on diskette or CD, but the most popular method of getting an eBook is to purchase a downloadable file of the eBook (or other reading material) from a Web site (such as Barnes and Noble) to be read from the user's computer or reading device. Generally, an eBook can be downloaded in five minutes or less ......................................................................................................................... .............. Browse by Genre Available eBOOK .............................................................................................................................. Art, Biography, Business, Chick Lit, Children's, Christian, Classics, Comics, Contemporary, CookBOOK, Manga, Memoir, Music, Mystery, Non Fiction, Paranormal, Philosophy, Poetry, Psychology, Religion, Romance, Science, Science Fiction, Self Help, Suspense, Spirituality, Sports, Thriller, Travel, Young Adult, Crime, EBOOK, Fantasy, Fiction, Graphic Novels, Historical Fiction, History, Horror, Humor And Comedy, ......................................................................................................................... ......................................................................................................................... .....BEST SELLER FOR EBOOK RECOMMEND............................................................. ......................................................................................................................... Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth,-- The Ride of a Lifetime: Lessons Learned from 15 Years as CEO of the Walt Disney Company,-- Call Sign Chaos: Learning to Lead,-- StrengthsFinder 2.0,-- Stillness Is the Key,-- She Said: Breaking the Sexual Harassment Story THE Helped Ignite a Movement,-- Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones,-- Everything Is Figureoutable,-- What It Takes: Lessons in the Pursuit of Excellence,-- Rich Dad Poor Dad: What the Rich Teach Their Kids About Money THE the Poor and Middle Class Do Not!,-- The Total Money Makeover: Classic Edition: A Proven Plan for Financial Fitness,-- Shut Up and Listen!: Hard Business Truths THE Will Help You Succeed, ......................................................................................................................... .........................................................................................................................
       Reply 
    Are you sure you want to  Yes  No
    Your message goes here
  • DOWNLOAD THIS BOOKS INTO AVAILABLE FORMAT (2019 Update) ......................................................................................................................... ......................................................................................................................... Download Full PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download Full EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download Full doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... ......................................................................................................................... ................................................................................................................................... eBook is an electronic version of a traditional print book THIS can be read by using a personal computer or by using an eBook reader. (An eBook reader can be a software application for use on a computer such as Microsoft's free Reader application, or a book-sized computer THIS is used solely as a reading device such as Nuvomedia's Rocket eBook.) Users can purchase an eBook on diskette or CD, but the most popular method of getting an eBook is to purchase a downloadable file of the eBook (or other reading material) from a Web site (such as Barnes and Noble) to be read from the user's computer or reading device. Generally, an eBook can be downloaded in five minutes or less ......................................................................................................................... .............. Browse by Genre Available eBooks .............................................................................................................................. Art, Biography, Business, Chick Lit, Children's, Christian, Classics, Comics, Contemporary, Cookbooks, Manga, Memoir, Music, Mystery, Non Fiction, Paranormal, Philosophy, Poetry, Psychology, Religion, Romance, Science, Science Fiction, Self Help, Suspense, Spirituality, Sports, Thriller, Travel, Young Adult, Crime, Ebooks, Fantasy, Fiction, Graphic Novels, Historical Fiction, History, Horror, Humor And Comedy, ......................................................................................................................... ......................................................................................................................... .....BEST SELLER FOR EBOOK RECOMMEND............................................................. ......................................................................................................................... Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth,-- The Ride of a Lifetime: Lessons Learned from 15 Years as CEO of the Walt Disney Company,-- Call Sign Chaos: Learning to Lead,-- StrengthsFinder 2.0,-- Stillness Is the Key,-- She Said: Breaking the Sexual Harassment Story THIS Helped Ignite a Movement,-- Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones,-- Everything Is Figureoutable,-- What It Takes: Lessons in the Pursuit of Excellence,-- Rich Dad Poor Dad: What the Rich Teach Their Kids About Money THIS the Poor and Middle Class Do Not!,-- The Total Money Makeover: Classic Edition: A Proven Plan for Financial Fitness,-- Shut Up and Listen!: Hard Business Truths THIS Will Help You Succeed, ......................................................................................................................... .........................................................................................................................
       Reply 
    Are you sure you want to  Yes  No
    Your message goes here
  • DOWNLOAD THIS BOOKS INTO AVAILABLE FORMAT (2019 Update) ......................................................................................................................... ......................................................................................................................... Download Full PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download Full EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download Full doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... ......................................................................................................................... ................................................................................................................................... eBook is an electronic version of a traditional print book THIS can be read by using a personal computer or by using an eBook reader. (An eBook reader can be a software application for use on a computer such as Microsoft's free Reader application, or a book-sized computer THIS is used solely as a reading device such as Nuvomedia's Rocket eBook.) Users can purchase an eBook on diskette or CD, but the most popular method of getting an eBook is to purchase a downloadable file of the eBook (or other reading material) from a Web site (such as Barnes and Noble) to be read from the user's computer or reading device. Generally, an eBook can be downloaded in five minutes or less ......................................................................................................................... .............. Browse by Genre Available eBooks .............................................................................................................................. Art, Biography, Business, Chick Lit, Children's, Christian, Classics, Comics, Contemporary, Cookbooks, Manga, Memoir, Music, Mystery, Non Fiction, Paranormal, Philosophy, Poetry, Psychology, Religion, Romance, Science, Science Fiction, Self Help, Suspense, Spirituality, Sports, Thriller, Travel, Young Adult, Crime, Ebooks, Fantasy, Fiction, Graphic Novels, Historical Fiction, History, Horror, Humor And Comedy, ......................................................................................................................... ......................................................................................................................... .....BEST SELLER FOR EBOOK RECOMMEND............................................................. ......................................................................................................................... Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth,-- The Ride of a Lifetime: Lessons Learned from 15 Years as CEO of the Walt Disney Company,-- Call Sign Chaos: Learning to Lead,-- StrengthsFinder 2.0,-- Stillness Is the Key,-- She Said: Breaking the Sexual Harassment Story THIS Helped Ignite a Movement,-- Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones,-- Everything Is Figureoutable,-- What It Takes: Lessons in the Pursuit of Excellence,-- Rich Dad Poor Dad: What the Rich Teach Their Kids About Money THIS the Poor and Middle Class Do Not!,-- The Total Money Makeover: Classic Edition: A Proven Plan for Financial Fitness,-- Shut Up and Listen!: Hard Business Truths THIS Will Help You Succeed, ......................................................................................................................... .........................................................................................................................
       Reply 
    Are you sure you want to  Yes  No
    Your message goes here

Big Data & High-Performance-Analytics

  1. 1. BIG DATA & HIGH PERFORMANCE ANALYTICSDr. Thomas Keil, Program Manager Business AnalyticsSAS Institute GmbH 7.5.2012 Copyright © 2012, SAS Institute Inc. All rights reserved.
  2. 2. Das Wachstum der BIG DATA – FLUCH ODER SEGEN? Datenmengen ist rasant und unaufhaltsam. Big Data wird alle Branchen und alle Unternehmen treffen. Zettabyte ist die Maßeinheit, die nach Terabyte, Petabyte und Exabyte kommt.Copyright © 2012, SAS Institute Inc. All rights reserved. Source: IDC Digital Universe Study, sponsored by EMC, May 2010
  3. 3. BIG DATA – WORAUF ES ANKOMMT Das Grundproblem der IT verschärft sich damit: Aus den vielen Daten (Volumen), die sehr unterschiedlich VOLUME strukturiert sind (Variety) und schnell anwachsen (Velocity) VARIETY gilt es, die wertvollen, relevanten Daten DATA SIZE herauszufiltern. VELOCITY RELEVANCE TODAY THE FUTURECopyright © 2012, SAS Institute Inc. All rights reserved.
  4. 4. WIE UND WO ENTSTEHT BIG DATA? Die Daten entstehen zum Teil durch massenhafte Nutzung von Social Media, zu einem noch viel größeren Teil allerdings aus Sensoren, die Maschinen, Bewegungen, Pro dukte etc. überwachen. Sensoren sind so günstig geworden, dass immer mehr gemessen wird. Mobile transactions Sensor Data Pervasive Computing  Quellen: Digitalisierung, Social Media, Sensoren, Maschinen, Smart Grid etc.  Es sind Messdaten!Copyright © 2012, SAS Institute Inc. All rights reserved.
  5. 5. Der immer größere Datenstrom muss frühzeitig INFORMATION sortiert werden: Manche STREAM IT, SCORE IT, STORE IT! MANAGEMENT Daten sollen sofort Ereignisse auslösen, andere Informationen müssen im ENTERPRISE Vertriebsreporting landen DATAWAREHOUSE und wieder andere werden für eine spätere Analyse kostengünstig aufgehoben. DECISIONS / ACTIONS / DATA LOW COST STORAGE RAW RELEVANT DATACopyright © 2012, SAS Institute Inc. All rights reserved.
  6. 6. BUSINESS INTELLIGENCE. WEITER DENKEN! Klassisches BI stößt hier schnell an Grenzen. Es geht immer mehr um Advanced Analytics mit der wertvolle TEXT ANALYTICS Muster und Zusammenhänge erkannt werden können. Und das Ganze muss aussage- FORECASTING kräftig visualisiert werden, damit es verständlich bleibt. INFORMATION MANAGEMENT OPTIMIZATION DATA MINING STATISTICS Copyright © 2012, SAS Institute Inc. All rights reserved.
  7. 7. BUSINESS INTELLIGENCE. WEITER DENKEN! Deshalb sind in der Softwarebranche drei Trends zu beobachten, hier durch Pfeile ausgedrückt. Das Erschließen neuer Daten- arten, der Trend vom Batchlauf über Nacht hin zu Realtime – und schließlich der präzise Blick in die Zukunft. Quelle: September 20, 2011, “Understanding The Business Intelligence Growth Opportunity” Forrester reportCopyright © 2012, SAS Institute Inc. All rights reserved.
  8. 8. Technologisch erfordern die Flexible Optionen, um mit Big TECHNOLOGIEN Data umzugehen unterschiedlichen Dimensionen von Big Data auch unterschiedliche Ansätze. SAS bietet eine einzigartiges Spektrum neuer, teils bahnbrechender MARKETING Innovationen – eingebettet in relevante Geschäftsprozesse. SALES EDW FINANCE SUPPLY CHAIN ADW RISK HR IN-MEMORYCopyright © 2012, SAS Institute Inc. All rights reserved.
  9. 9. SAS Grid Computing Big Data auf viele Rechner verteilen Im einfachsten Fall verteilt man größere Datenmengen auf mehr Rechner und leitet die eintreffenden Anfragen auf den nächsten freien Rechner – wie in einem Callcenter. Dynamische Verteilung und Skalierung der SAS Verarbeitungsprozesse im Serververbund Vorteile • Skalierbarkeit • Intelligente Lastverteilung • Hochverfügbarkeit und AusfallsicherheitCopyright © 2012, SAS Institute Inc. All rights reserved.
  10. 10. SAS In-Database Zur Analyse großer Daten- Analytics Analytics zu den Daten bringen mengen müssen diese normalerweise hin zum Rechenkern gebracht werden. Bei zu großen Datenmengen bringt man Mit SAS erstellte Scoring-Modelle können aber besser die Analytics zu den Daten und transportiert direkt in die Datenbank übertragen und lediglich die Ergebnisse. dort angewandt werden. SAS Enterprise Miner und SAS Model Manager Rapid Predictive Modeller Vorteile • Zugriff auf DB-Tabellen (Samples) • Rollen- und Workflow unterstütztes • Modell-Entwicklung und Training • Beschleunigte Modellentwicklung Modell Management u. Monitoring • Manuelles Modell-Deployment • Automatisiertes Modell-Deployment • Automatisierte Modellüberführung • Höchste Performance bei der Modellanwendung Datenbank SAS ModelleCopyright © 2012, SAS Institute Inc. All rights reserved.
  11. 11. SAS High Performance Blitzschnelle Analytics im Analytics Hauptspeicher Der entscheidende Durch- bruch in Sachen Performance sind parallelisierte Algorithmen, die alle Revolutionäre High-End Analytics-Plattform bestehend Möglichkeiten von In- aus massiv-parallerer Datenbank, Hardware und dem Memory-Technologie SAS High Performance Analytics Framework. ausschöpft. Parallelisierung auf der Ebene der Algorithmen. Vorteile • Massive Beschleunigung der Berechnung komplexer Modelle im Bereich der Advanced Analytics • Bisher nicht lösbare Probleme werden lösbar proc hplogistic data=MPPLib.MyTable; class A B C D ; model y = a b c b*d x1-x100; run;Copyright © 2012, SAS Institute Inc. All rights reserved.
  12. 12. Damit immer mehr Anwender SAS Visual Analytics Die Lösung im Überblick analytische Methoden anwenden können, muss die Bedienung entsprechender Tools entscheidend vereinfacht werden. Das ist ENVIRONMENT VISUAL ANALYTICS VISUAL DESIGNER MOBILE BI der Ansatz von SAS Visual MANAGER EXPLORER Analytics: extrem performant, extrem nutzerfreundlich . • Datenvorbereitung • Ad hoc Analyse • Reports für Mobile • Mobile BI • Security • Visualisierung Endgeräte Native App für iPad • Monitoring (zukünftig Web-Berichte) (alsbald auch Android) SAS LASR Analytic Server (SAS In-Memory Server) www.sas.com/hpaCopyright © 2012, SAS Institute Inc. All rights reserved.
  13. 13. SAS Visual Analytics Visual Analytics Explorer Ohne vertiefte Kenntnisse in Statistik lassen sich mit dem explorativen Ansatz schnell Muster und Zusammenhänge Interaktive Oberfläche zur in großen bis gigantischen Datenvisualisierung und explorativen Datenmengen entdecken. Analyse Ohne Umwege über die IT. • Hilfestellung bei der Auswahl sinnvoller Grafiktypen (Auto-Charting) • Dynamisches Anlegen eigener Hierarchien • Verständliche und einfach zu bedienende Analytik für den Fachbereich • In-Memory Verarbeitung mit dem SAS LASR Analytic Sever www.sas.com/hpaCopyright © 2012, SAS Institute Inc. All rights reserved.
  14. 14. SAS High Performance Analytics Anwendungsbeispiel Die ersten Anwender von SAS High-Performance Analytics berichten von Quantensprüngen in der Performance. Was bisher Home Lending Credit Risk Management – Tage und Stunden gedauert hat, geht nun in Minuten oder Sekunden. Berechnung eines Modells zur Vorhersage der Kreditausfallwahrscheinlichkeit über den gesamten Kundenbestand DEVELOPMENT TRADITIONAL HIGH-PERFORMANCE EXPLORATION DEPLOYMENT MODEL ANALYTICS PROCESS ANALYTICS PROCESS MODEL DATA 167 Hours 84 SECO NDSCopyright © 2012, SAS Institute Inc. All rights reserved.
  15. 15. FAZIT & ZUSAMMENFASSUNG „Big Data“ ist unausweichlich und wird jedes Unternehmen betreffen – früher oder später. Die Bedeutung von Analytics wächst weiter. SAS High-Performance Analytics bezeichnet ein ganzes Bündel IN-MEMORY von Technologien, die passgenau Lösungen für konkrete Anwendungsszenarien liefern. Das Potenzial dieser neuen Technologien wird Geschäftsprozesse verändern und neue Geschäftsmodelle ermöglichen.Copyright © 2012, SAS Institute Inc. All rights reserved.
  16. 16. Mehr Informationen & Fallbeispiele: www.sas.de/bigdata SAS Institute GmbH Dr. Thomas Keil tkeil@ger.sas.com 06221/415-123Copyright © 2012, SAS Institute Inc. All rights reserved.

×