Använd SAS för att bearbeta och analysera ditt data i Hadoop
|
|
- Benjamin Nelson
- 8 years ago
- Views:
Transcription
1 make connections share ideas be inspired Använd SAS för att bearbeta och analysera ditt data i Hadoop Mikael Turvall
2 Arkitektur SAS VISUAL ANALYTICS and SAS VISUAL STATISTICS SAS IN-MEMORY STATISTICS FOR HADOOP BLADE ENVIRONMENT MPP DATASTORE WEB-BASED CLIENT SAS VA/VS SAS Studio METADATA SERVER (Optional) MID-TIER WORKSPACE SERVER IN-MEMORY STORE SAS LASR ANALYTIC SERVER Hadoop Cloudera Hortonworks SAS Embedded Process Hadoop Teradata Pivotal Oracle RDBMS Nonrelational Click Stream PC Files Other
3 Varför? Hadoop som en platform för data Hadoop som kärnan i nästa generations analysplatform EVALUATE / MONITOR RESULTS IDENTIFY / FORMULATE PROBLEM DATA PREPARATION DEPLOY MODEL DATA EXPLORATION VALIDATE MODEL BUILD MODEL TRANSFORM & SELECT
4 DEPLOY & MONITOR Från data till beslut SAS/ACCESS SAS Data Management SAS Federation Server SAS Data Loader for Hadoop MANAGE DATA DATA EXPLORE SAS Visual Analytics SAS In-memory Statistics for Hadoop TEXT SAS Scoring Accelerator for Hadoop SAS Code Accelerator for Hadoop DEVELOP MODELS SAS HPA Products SAS Visual Statistics SAS In-memory Statistics for Hadoop SAS Enterprise Miner
5 Kom igång snabbt Möjligheter Transparent access till Hadoop-tabeller i vanliga SAS-library Man kan programmera i SAS SQL och SAS datasteg som vanligt Man kan hantera Hadoop från SAS: Native HDFS kommandon MapReduce, Pig, och HiveQL Fördelar Man behöver inte vara expert på Hadoopspecifik syntax Byta till Hadoop är lika enkelt som att byta ett libname Befintliga SAS program, rapproter, etc. kan återanvändas Många olika sätt att accessa data ger IT olika möjligheter att utnyttja kapaciteten MAN KAN BÖRJA IDAG
6 Var får jag tag i Hadoop?
7 SAS/ACCESS to Hadoop HADOOP SAS SERVER Hive QL Flytta delar av jobbet in i Hadoop
8 Komma igång med Hadoop libname elefant hadoop PORT=10000 SERVER=sascldserv02 USER=hadoop PASSWORD= hadoop" ;
9 Hadoop Filename Statement FILENAME hdpfile1 hadoop "/user/hadoop/gutenberg/pg20417.txt" cfg="c:\users\hadoop_config.xml" user='hadoop' ; Definiera en fileref DATA my_analysis_data; INFILE hdpfile1 ; INPUT ; RUN; Använd den som vanligt OBS! Flytta inte över ALL data i till en SAS-tabell
10 Hadoop File Reader SAS 9.4 kan läsa icke-hive -filer som tabeller Filformatformat Delimited CSV XML JSON (experimental) Binary files Multipla filer i en katalog
11 Hadoop File Reader libname HDP hadoop user=hadoop pw=hadoop config = '/home/sasinst/hadoop_config.xml hdfs_tempdir = '/user/hadoop/tmp hdfs_metadir = '/user/hadoop/metadata hdfs_permdir = '/user/hadoop/dataload' ; proc hdmd name=hdp.pipedata_dept format=delimited sep = ' DATA_FILE='pipedata_dept.txt' ; COLUMN col1 int; COLUMN col2 char(15); run; proc print data=hdp.pipedata_dept; run; Definiera ett libname Specificera filformatet Använd den som vanligt
12 DI Studio Access data in Hadoop Transform data inside Hadoop using HiveQL Creating new data in Hadoop
13 SPDE Traditionellt filsystem libname spdlib spde /path ; proc print data=spdlib.mytab; run; SPDE Open/read/close mytab.mdf Open/read/close mytab.dpf1 Open/read/close mytab.dpf2 t k i o e mytab.mdf mytab.dpf1 mytab.dpf2
14 SPDE - Hadoop HDFS libname spdlib spde /path hdfshost=default; proc print data=spdlib.mytab; run; Get data block locations Namenode Get data Datanode SPDE Open/read/close mytab.mdf Open/read/close mytab.dpf1 Open/read/close mytab.dpf2 H D F S C l i e n t Get data Get data M1 D1 Datanode D2 Datanode D1 D2
15 Nästa steg - SAS-jobb i Hadoop SAS SERVER SAS Data Step & DS2 HADOOP SAS Data Loader for Hadoop SAS Code Accelerator for Hadoop SAS Scoring Accelerator for Hadoop
16 SAS Data Director SAS Data Loader for Hadoop User Name What directive do you want to perform? Show: All Directives Saved Directives Open a previously created directive to run, view, or edit. Schedule a Directive to Run Schedule a directive to run at specified dates and times Chain Directives Together Run a number of directives in a specific order. Copy Data for Visualization Copy data from Hadoop and load it into LASR for visualization. Existing data in the target table will be replaced. Copy Data to Hadoop Copy data from a source and load it into Hadoop. Existing data in the target file will be replaced. Join Tables in Hadoop Create a table in Hadoop from multiple tables. Pivot a Table in Hadoop Transpose the columns of a table in Hadoop. Transform Data in Hadoop Transform the data in an Hadoop data file. 1 Click Verify Mailing Address Check the validity of the mailing address data in a table. Profile Data Create a report profiling the data in a table. Generate Business Rules Analyze data in a table and generate business rules. Send Data for Remediation Select data to send to the remediation queue for further action.
17 DEPLOY & MONITOR Från data till beslut SAS/ACCESS SAS Data Management SAS Federation Server SAS Data Loader for Hadoop MANAGE DATA DATA EXPLORE SAS Visual Analytics SAS In-memory Statistics for Hadoop TEXT SAS Scoring Accelerator for Hadoop SAS Code Accelerator for Hadoop DEVELOP MODELS SAS HPA Products SAS Visual Statistics SAS In-memory Statistics for Hadoop SAS Enterprise Miner
18 make connections share ideas be inspired
Paper SAS033-2014 Techniques in Processing Data on Hadoop
Paper SAS033-2014 Techniques in Processing Data on Hadoop Donna De Capite, SAS Institute Inc., Cary, NC ABSTRACT Before you can analyze your big data, you need to prepare the data for analysis. This paper
More informationWHAT S NEW IN SAS 9.4
WHAT S NEW IN SAS 9.4 PLATFORM, HPA & SAS GRID COMPUTING MICHAEL GODDARD CHIEF ARCHITECT SAS INSTITUTE, NEW ZEALAND SAS 9.4 WHAT S NEW IN THE PLATFORM Platform update SAS Grid Computing update Hadoop support
More informationQUEST meeting Big Data Analytics
QUEST meeting Big Data Analytics Peter Hughes Business Solutions Consultant SAS Australia/New Zealand Copyright 2015, SAS Institute Inc. All rights reserved. Big Data Analytics WHERE WE ARE NOW 2005 2007
More informationHadoop & SAS Data Loader for Hadoop
Turning Data into Value Hadoop & SAS Data Loader for Hadoop Sebastiaan Schaap Frederik Vandenberghe Agenda What s Hadoop SAS Data management: Traditional In-Database In-Memory The Hadoop analytics lifecycle
More informationHortonworks & SAS. Analytics everywhere. Page 1. Hortonworks Inc. 2011 2014. All Rights Reserved
Hortonworks & SAS Analytics everywhere. Page 1 A change in focus. A shift in Advertising From mass branding A shift in Financial Services From Educated Investing A shift in Healthcare From mass treatment
More informationANALYTICS MODERNIZATION TRENDS, APPROACHES, AND USE CASES. Copyright 2013, SAS Institute Inc. All rights reserved.
ANALYTICS MODERNIZATION TRENDS, APPROACHES, AND USE CASES STUNNING FACT Making the Modern World: Materials and Dematerialization - Vaclav Smil Trends in Platforms Hadoop Microsoft PDW COST PER TERABYTE
More informationGør dine big data klar til analyse på en nem måde med Hadoop og SAS Data Loader for Hadoop. Jens Dahl Mikkelsen SAS Institute
Gør dine big data klar til analyse på en nem måde med Hadoop og SAS Data Loader for Hadoop Jens Dahl Mikkelsen SAS Institute Indhold Udfordringer for analytikeren Hvordan kan SAS Data Loader for Hadoop
More informationSAS Visual Analytics: Arkitektur, data flow og administration
make connections share ideas be inspired SAS Visual Analytics: Arkitektur, data flow og administration Jens Dahl Mikkelsen, SAS Institute Agenda SAS Visual Analytics-komponenter Blade server-miljø Arkitektur
More informationand Hadoop Technology
SAS and Hadoop Technology Overview SAS Documentation The correct bibliographic citation for this manual is as follows: SAS Institute Inc. 2015. SAS and Hadoop Technology: Overview. Cary, NC: SAS Institute
More informationDATA VISUALIZATION: CONVERTING INFORMATION TO DECISIONS DAVID FRONING, PRINCIPAL PRODUCT MANAGER
DATA VISUALIZATION: CONVERTING INFORMATION TO DECISIONS DAVID FRONING, PRINCIPAL PRODUCT MANAGER SAS WHO WE ARE World leader in analytics Founded in 1976 400 offices world-wide Used at 65,000 sites in
More informationIntroduktion till SAS 9 Plattformen Helikopterkursen
Introduktion till SAS 9 Plattformen Helikopterkursen Kursens mål: Denna kurs/workshop ger dig en samlad överblick över den nye SAS 9 Intelligenta Plattformen. Denna dag är en bra start för att förstå SAS
More informationCopyr i g ht 2012, SAS Ins titut e Inc. All rights res er ve d. DATA MANAGEMENT FOR ANALYTICS
DATA MANAGEMENT FOR ANALYTICS WHAT IS ANALYTICS? A VERY BROAD TERM OFTEN CONFUSED Descriptive What happened? When? Why? Advanced What will happen? When? Why? How do we benefit? What actions should I take?
More informationBringing the Power of SAS to Hadoop. White Paper
White Paper Bringing the Power of SAS to Hadoop Combine SAS World-Class Analytic Strength with Hadoop s Low-Cost, Distributed Data Storage to Uncover Hidden Opportunities Contents Introduction... 1 What
More informationEMC Federation Big Data Solutions. Copyright 2015 EMC Corporation. All rights reserved.
EMC Federation Big Data Solutions 1 Introduction to data analytics Federation offering 2 Traditional Analytics! Traditional type of data analysis, sometimes called Business Intelligence! Type of analytics
More informationSAS 9.3 Intelligence Platform
SAS 9.3 Intelligence Platform Data Administration Guide Second Edition SAS Documentation The correct bibliographic citation for this manual is as follows: SAS Institute Inc. 2012. SAS 9.3 Intelligence
More information9.4 SPD Engine: Storing Data in the Hadoop Distributed File System
SAS 9.4 SPD Engine: Storing Data in the Hadoop Distributed File System Third Edition SAS Documentation The correct bibliographic citation for this manual is as follows: SAS Institute Inc. 2015. SAS 9.4
More informationIBM BigInsights Has Potential If It Lives Up To Its Promise. InfoSphere BigInsights A Closer Look
IBM BigInsights Has Potential If It Lives Up To Its Promise By Prakash Sukumar, Principal Consultant at iolap, Inc. IBM released Hadoop-based InfoSphere BigInsights in May 2013. There are already Hadoop-based
More informationConstructing a Data Lake: Hadoop and Oracle Database United!
Constructing a Data Lake: Hadoop and Oracle Database United! Sharon Sophia Stephen Big Data PreSales Consultant February 21, 2015 Safe Harbor The following is intended to outline our general product direction.
More informationData processing goes big
Test report: Integration Big Data Edition Data processing goes big Dr. Götz Güttich Integration is a powerful set of tools to access, transform, move and synchronize data. With more than 450 connectors,
More informationHadoop Job Oriented Training Agenda
1 Hadoop Job Oriented Training Agenda Kapil CK hdpguru@gmail.com Module 1 M o d u l e 1 Understanding Hadoop This module covers an overview of big data, Hadoop, and the Hortonworks Data Platform. 1.1 Module
More informationWhat does SAS Data Management do? Why is SAS Data Management important? For whom is SAS Data Management designed? Key Benefits
Fact Sheet What does SAS Data Management do? SAS Data Management helps transform, integrate, govern and secure data while improving its overall quality and reliability. Why is SAS Data Management important?
More informationIn-Memory Analytics for Big Data
In-Memory Analytics for Big Data Game-changing technology for faster, better insights WHITE PAPER SAS White Paper Table of Contents Introduction: A New Breed of Analytics... 1 SAS In-Memory Overview...
More informationDocument Type: Best Practice
Global Architecture and Technology Enablement Practice Hadoop with Kerberos Deployment Considerations Document Type: Best Practice Note: The content of this paper refers exclusively to the second maintenance
More informationBuilding & Optimizing Enterprise-class Hadoop with Open Architectures Prem Jain NetApp
Building & Optimizing Enterprise-class Hadoop with Open Architectures Prem Jain NetApp Introduction to Hadoop Comes from Internet companies Emerging big data storage and analytics platform HDFS and MapReduce
More informationCollaborative Big Data Analytics. Copyright 2012 EMC Corporation. All rights reserved.
Collaborative Big Data Analytics 1 Big Data Is Less About Size, And More About Freedom TechCrunch!!!!!!!!! Total data: bigger than big data 451 Group Findings: Big Data Is More Extreme Than Volume Gartner!!!!!!!!!!!!!!!
More information9.4 Hadoop Configuration Guide for Base SAS. and SAS/ACCESS
SAS 9.4 Hadoop Configuration Guide for Base SAS and SAS/ACCESS Second Edition SAS Documentation The correct bibliographic citation for this manual is as follows: SAS Institute Inc. 2015. SAS 9.4 Hadoop
More informationBringing the Power of SAS to Hadoop
Bringing the Power of SAS to Hadoop Combine SAS World-Class Analytic Strength with Hadoop s Low-Cost, High-Performance Data Storage and Processing to Get Better Answers, Faster WHITE PAPER SAS White Paper
More informationTips and Techniques for Efficiently Updating and Loading Data into SAS Visual Analytics
Paper SAS1905-2015 Tips and Techniques for Efficiently Updating and Loading Data into SAS Visual Analytics Kerri L. Rivers and Christopher Redpath, SAS Institute Inc., Cary, NC ABSTRACT So you have big
More informationGAIN BETTER INSIGHT FROM BIG DATA USING JBOSS DATA VIRTUALIZATION
GAIN BETTER INSIGHT FROM BIG DATA USING JBOSS DATA VIRTUALIZATION Syed Rasheed Solution Manager Red Hat Corp. Kenny Peeples Technical Manager Red Hat Corp. Kimberly Palko Product Manager Red Hat Corp.
More informationMicrosoft + SOA = Sant? Joakim Linghall Principal System Engineer SOA and Business Process joakiml@microsoft.com
Microsoft + SOA = Sant? Joakim Linghall Principal System Engineer SOA and Business Process joakiml@microsoft.com Agenda Real World SOA En plattform för SOA ESB SOA Governance Exempel Lite om framtiden
More informationQsoft Inc www.qsoft-inc.com
Big Data & Hadoop Qsoft Inc www.qsoft-inc.com Course Topics 1 2 3 4 5 6 Week 1: Introduction to Big Data, Hadoop Architecture and HDFS Week 2: Setting up Hadoop Cluster Week 3: MapReduce Part 1 Week 4:
More informationArchitecting the Future of Big Data
Hive ODBC Driver User Guide Revised: July 22, 2014 2012-2014 Hortonworks Inc. All Rights Reserved. Parts of this Program and Documentation include proprietary software and content that is copyrighted and
More informationSAS Data Integration SAS Business Intelligence
Kursöversikt 2010 SAS Education Providing knowledge through global training and certification SAS Data Integration SAS Business Intelligence Specialkurser SAS Forum 2010 Kontaktinformation Stora Frösunda
More informationBooks-by-Users Web Development with SAS by Example (Third Edition) Frederick E. Pratter
Books-by-Users Web Development with SAS by Example (Third Edition) Frederick E. Pratter Click Tom to Kari, edit Master Statistics subtitle style 07/06/12 Come out of the desert of ignorance to the OASUS
More informationThe SAS Software installed and referred to throughout is: SAS 9.4M2 SAS High Performance Analytics 2.8 SAS Visual Analytics 6.4
Deploying SAS High Performance Analytics (HPA) and Visual Analytics on the Oracle Big Data Appliance and Oracle Exadata Paul Kent, SAS, VP Big Data Maureen Chew, Oracle, Principal Software Engineer Gary
More informationCloudera Manager Training: Hands-On Exercises
201408 Cloudera Manager Training: Hands-On Exercises General Notes... 2 In- Class Preparation: Accessing Your Cluster... 3 Self- Study Preparation: Creating Your Cluster... 4 Hands- On Exercise: Working
More informationComprehensive Analytics on the Hortonworks Data Platform
Comprehensive Analytics on the Hortonworks Data Platform We do Hadoop. Page 1 Page 2 Back to 2005 Page 3 Vertical Scaling Page 4 Vertical Scaling Page 5 Vertical Scaling Page 6 Horizontal Scaling Page
More informationSAS In-Database. Forum Analytique d'affaires SAS 1 Déc. 2010. Ronald Allard SAS Montréal. Copyright 2010 SAS Institute Inc. All rights reserved.
SAS In-Database Forum Analytique d'affaires SAS 1 Déc. 2010 Ronald Allard SAS Montréal Copyright 2010 SAS Institute Inc. All rights reserved. Agenda Défis des entreprises Qu est-ce que SAS In-Database?
More informationHadoop Evolution In Organizations. Mark Vervuurt Cluster Data Science & Analytics
In Organizations Mark Vervuurt Cluster Data Science & Analytics AGENDA 1. Yellow Elephant 2. Data Ingestion & Complex Event Processing 3. SQL on Hadoop 4. NoSQL 5. InMemory 6. Data Science & Machine Learning
More informationIntegrating VoltDB with Hadoop
The NewSQL database you ll never outgrow Integrating with Hadoop Hadoop is an open source framework for managing and manipulating massive volumes of data. is an database for handling high velocity data.
More informationThe Inside Scoop on Hadoop
The Inside Scoop on Hadoop Orion Gebremedhin National Solutions Director BI & Big Data, Neudesic LLC. VTSP Microsoft Corp. Orion.Gebremedhin@Neudesic.COM B-orgebr@Microsoft.com @OrionGM The Inside Scoop
More informationNyheter i SAS9.4 för programmerare
Nyheter i SAS9.4 för programmerare Georgios Karagiannis, Technical Support Copyright 2010 SAS Institute Inc. All rights reserved. PROC PRINT labels proc print data=sashelp.cars label grandtotal_label='total
More informationHadoop Ecosystem B Y R A H I M A.
Hadoop Ecosystem B Y R A H I M A. History of Hadoop Hadoop was created by Doug Cutting, the creator of Apache Lucene, the widely used text search library. Hadoop has its origins in Apache Nutch, an open
More informationSAP and Hortonworks Reference Architecture
SAP and Hortonworks Reference Architecture Hortonworks. We Do Hadoop. June Page 1 2014 Hortonworks Inc. 2011 2014. All Rights Reserved A Modern Data Architecture With SAP DATA SYSTEMS APPLICATIO NS Statistical
More informationEMC Greenplum Driving the Future of Data Warehousing and Analytics. Tools and Technologies for Big Data
EMC Greenplum Driving the Future of Data Warehousing and Analytics Tools and Technologies for Big Data Steven Hillion V.P. Analytics EMC Data Computing Division 1 Big Data Size: The Volume Of Data Continues
More informationPolybase for SQL Server 2016
Polybase for SQL Server 2016 Lukasz Grala Architect Data Platform & BI Solutions MVP SQL Server Łukasz Grala MVP SQL Server MCT MCSE Architekt i trener - Data Platform & Business Intelligence Solutions
More informationWhite Paper. How Streaming Data Analytics Enables Real-Time Decisions
White Paper How Streaming Data Analytics Enables Real-Time Decisions Contents Introduction... 1 What Is Streaming Analytics?... 1 How Does SAS Event Stream Processing Work?... 2 Overview...2 Event Stream
More informationIntroduction to Big data. Why Big data? Case Studies. Introduction to Hadoop. Understanding Features of Hadoop. Hadoop Architecture.
Big Data Hadoop Administration and Developer Course This course is designed to understand and implement the concepts of Big data and Hadoop. This will cover right from setting up Hadoop environment in
More information9.4 Intelligence. SAS Platform. Overview Second Edition. SAS Documentation
SAS Platform Overview Second Edition 9.4 Intelligence SAS Documentation The correct bibliographic citation for this manual is as follows: SAS Institute Inc. 2016. SAS 9.4 Intelligence Platform: Overview,
More informationBig Data and the Analytic Race. Copyright 2012, SAS Institute Inc. All rights reserved.
Big Data and the Analytic Race What is Big Data? Big Data When volume, velocity and variety of data exceeds an organization s storage or compute capacity for accurate and timely decision-making The Data
More informationNative Connectivity to Big Data Sources in MSTR 10
Native Connectivity to Big Data Sources in MSTR 10 Bring All Relevant Data to Decision Makers Support for More Big Data Sources Optimized Access to Your Entire Big Data Ecosystem as If It Were a Single
More informationSAS Data Loader 2.1 for Hadoop
SAS Data Loader 2.1 for Hadoop Installation and Configuration Guide SAS Documentation The correct bibliographic citation for this manual is as follows: SAS Institute Inc. 2014. SAS Data Loader 2.1: Installation
More informationInfomatics. Big-Data and Hadoop Developer Training with Oracle WDP
Big-Data and Hadoop Developer Training with Oracle WDP What is this course about? Big Data is a collection of large and complex data sets that cannot be processed using regular database management tools
More informationBringing Big Data to People
Bringing Big Data to People Microsoft s modern data platform SQL Server 2014 Analytics Platform System Microsoft Azure HDInsight Data Platform Everyone should have access to the data they need. Process
More informationFrom Relational to Hadoop Part 1: Introduction to Hadoop. Gwen Shapira, Cloudera and Danil Zburivsky, Pythian
From Relational to Hadoop Part 1: Introduction to Hadoop Gwen Shapira, Cloudera and Danil Zburivsky, Pythian Tutorial Logistics 2 Got VM? 3 Grab a USB USB contains: Cloudera QuickStart VM Slides Exercises
More informationANALYTICS IN BIG DATA ERA
ANALYTICS IN BIG DATA ERA ANALYTICS TECHNOLOGY AND ARCHITECTURE TO MANAGE VELOCITY AND VARIETY, DISCOVER RELATIONSHIPS AND CLASSIFY HUGE AMOUNT OF DATA MAURIZIO SALUSTI SAS Copyr i g ht 2012, SAS Ins titut
More informationMySQL and Hadoop. Percona Live 2014 Chris Schneider
MySQL and Hadoop Percona Live 2014 Chris Schneider About Me Chris Schneider, Database Architect @ Groupon Spent the last 10 years building MySQL architecture for multiple companies Worked with Hadoop for
More informationCreating a universe on Hive with Hortonworks HDP 2.0
Creating a universe on Hive with Hortonworks HDP 2.0 Learn how to create an SAP BusinessObjects Universe on top of Apache Hive 2 using the Hortonworks HDP 2.0 distribution Author(s): Company: Ajay Singh
More informationBig Data and Hadoop with components like Flume, Pig, Hive and Jaql
Abstract- Today data is increasing in volume, variety and velocity. To manage this data, we have to use databases with massively parallel software running on tens, hundreds, or more than thousands of servers.
More informationReadme10_054.doc page 1 of 7
Readme10_054.doc page 1 of 7 Date of production: 2007-12-03 News in 10_054 Hardware 1) New thyristor module DASD 145, 600 V - 500 A 2) Improved speed control with incremental encoder at very low speed
More informationThe evolution of database technology (II) Huibert Aalbers Senior Certified Executive IT Architect
The evolution of database technology (II) Huibert Aalbers Senior Certified Executive IT Architect IT Insight podcast This podcast belongs to the IT Insight series You can subscribe to the podcast through
More informationStinger Initiative: Introduction
Stinger Initiative: Introduction Interactive Query on Hadoop Chris Harris E-Mail : charris@hortonworks.com Twitter : cj_harris5 Page 1 The World of Data is Changing Data Explosion 1 Zettabyte (ZB) = 1
More informationWhat's New in SAS Data Management
Paper SAS034-2014 What's New in SAS Data Management Nancy Rausch, SAS Institute Inc., Cary, NC; Mike Frost, SAS Institute Inc., Cary, NC, Mike Ames, SAS Institute Inc., Cary ABSTRACT The latest releases
More informationLofan Abrams Data Services for Big Data Session # 2987
Lofan Abrams Data Services for Big Data Session # 2987 Big Data Are you ready for blast-off? Big Data, for better or worse: 90% of world s data generated over last two years. ScienceDaily, ScienceDaily
More informationHadoop Introduction. Olivier Renault Solution Engineer - Hortonworks
Hadoop Introduction Olivier Renault Solution Engineer - Hortonworks Hortonworks A Brief History of Apache Hadoop Apache Project Established Yahoo! begins to Operate at scale Hortonworks Data Platform 2013
More informationOracle Big Data SQL Technical Update
Oracle Big Data SQL Technical Update Jean-Pierre Dijcks Oracle Redwood City, CA, USA Keywords: Big Data, Hadoop, NoSQL Databases, Relational Databases, SQL, Security, Performance Introduction This technical
More informationSAS 9.4 In-Database Products
SAS 9.4 In-Database Products Administrator s Guide Fifth Edition SAS Documentation The correct bibliographic citation for this manual is as follows: SAS Institute Inc. 2015. SAS 9.4 In-Database Products:
More informationOracle Big Data Handbook
ORACLG Oracle Press Oracle Big Data Handbook Tom Plunkett Brian Macdonald Bruce Nelson Helen Sun Khader Mohiuddin Debra L. Harding David Segleau Gokula Mishra Mark F. Hornick Robert Stackowiak Keith Laker
More informationHortonworks and ODP: Realizing the Future of Big Data, Now Manila, May 13, 2015
Hortonworks and ODP: Realizing the Future of Big Data, Now Manila, May 13, 2015 We Do Hadoop Fall 2014 Page 1 HDP delivers a comprehensive data management platform GOVERNANCE Hortonworks Data Platform
More informationA Tour of the Zoo the Hadoop Ecosystem Prafulla Wani
A Tour of the Zoo the Hadoop Ecosystem Prafulla Wani Technical Architect - Big Data Syntel Agenda Welcome to the Zoo! Evolution Timeline Traditional BI/DW Architecture Where Hadoop Fits In 2 Welcome to
More informationBig Data Introduction
Big Data Introduction Ralf Lange Global ISV & OEM Sales 1 Copyright 2012, Oracle and/or its affiliates. All rights Conventional infrastructure 2 Copyright 2012, Oracle and/or its affiliates. All rights
More informationTeradata s Big Data Technology Strategy & Roadmap
Teradata s Big Data Technology Strategy & Roadmap Artur Borycki, Director International Solutions Marketing 18 March 2014 Agenda > Introduction and level-set > Enabling the Logical Data Warehouse > Any
More informationSAS Enterprise Data Integration Server - A Complete Solution Designed To Meet the Full Spectrum of Enterprise Data Integration Needs
Database Systems Journal vol. III, no. 1/2012 41 SAS Enterprise Data Integration Server - A Complete Solution Designed To Meet the Full Spectrum of Enterprise Data Integration Needs 1 Silvia BOLOHAN, 2
More informationNyheter i SAS Data Management med SAS versjon 9.4
make connections share ideas be inspired Nyheter i SAS Data Management med SAS versjon 9.4 Terje Vatle Nordic CoE, Data Management C o p y r i g h t 2 0 1 3, S A S I n s t i t u t e I n c. A l l r i g
More informationBig Data Operations Guide for Cloudera Manager v5.x Hadoop
Big Data Operations Guide for Cloudera Manager v5.x Hadoop Logging into the Enterprise Cloudera Manager 1. On the server where you have installed 'Cloudera Manager', make sure that the server is running,
More informationAccess to Relational Databases Using SAS. Frederick Pratter, Destiny Corp.
Paper TF-21 Access to Relational Databases Using SAS ABSTRACT Frederick Pratter, Destiny Corp. SAS software currently provides many of the features of a database management system, including database views
More informationJag valde att använda Net-EPP_client.php från centralnic för att komma igång.
EPP och PHP Det finns flera olika klienter där ute för att hantera epp. Net_EPP_client.php phpsrs Hanterar bara EPP kommunikationen. Enkel http://labs.centralnic.com/net_epp_client.php Mer komplett Klarar
More informationNyheder i SAS Data Management med SAS version 9.4 Jens Dahl Mikkelsen Nordic CoE, Information Management
make connections share ideas be inspired Nyheder i SAS Data Management med SAS version 9.4 Jens Dahl Mikkelsen Nordic CoE, Information Management Indhold Nye pakker nye muligheder Nyheder med SAS 9.4-baseret
More informationCapitalize on Big Data for Competitive Advantage with Bedrock TM, an integrated Management Platform for Hadoop Data Lakes
Capitalize on Big Data for Competitive Advantage with Bedrock TM, an integrated Management Platform for Hadoop Data Lakes Highly competitive enterprises are increasingly finding ways to maximize and accelerate
More informationScalable Forensics with TSK and Hadoop. Jon Stewart
Scalable Forensics with TSK and Hadoop Jon Stewart CPU Clock Speed Hard Drive Capacity The Problem CPU clock speed stopped doubling Hard drive capacity kept doubling Multicore CPUs to the rescue!...but
More informationThe Future of Big Data SAS Automotive Roundtable Los Angeles, CA 5 March 2015 Mike Olson Chief Strategy Officer, Cofounder @mikeolson
The Future of Big Data SAS Automotive Roundtable Los Angeles, CA 5 March 2015 Mike Olson Chief Strategy Officer, Cofounder @mikeolson 1 A New Platform for Pervasive Analytics Multiple big data opportunities
More informationPRTK. Password Recovery ToolKit EFS (Encrypting File System) http://en.wikipedia.org/wiki/encrypting_file_system
PRTK Password Recovery ToolKit EFS (Encrypting File System) http://en.wikipedia.org/wiki/encrypting_file_system PRTK Overview - Interface Manage Profiles... Dictionary Tools... Right or double click to
More informationSAS and Teradata Partnership
SAS and Teradata Partnership Ed Swain Senior Industry Consultant Energy & Resources Ed.Swain@teradata.com 1 Innovation and Leadership Teradata SAS Magic Quadrant for Data Warehouse Database Management
More informationEnhance your Analytics using Logical Data Warehouse and Data Virtualization thru SAP HANA smart data access SESSION CODE: 0210
Enhance your Analytics using Logical Data Warehouse and Data Virtualization thru SAP HANA smart data access Balaji Krishna, Product Management SAP HANA Platform. SAP Labs @balajivkrishna SESSION CODE:
More informationJune 2015. JMS and Hadoop Agent. Automic Workload Automation
June 2015 JMS and Hadoop Agent Automic Workload Automation + Hadoop Agent Demonstration Structure of Automic Hadoop Connection Hadoop use cases Demonstration + Feature Introduction + JMS Agent Demonstration
More informationSAS. 9.4 Guide to Software Updates. SAS Documentation
SAS 9.4 Guide to Software Updates SAS Documentation The correct bibliographic citation for this manual is as follows: SAS Institute Inc. 2013. SAS 9.4 Guide to Software Updates. Cary, NC: SAS Institute
More informationAnge om en aktivitet har medfört att en tjänsteresa har utförts med flyg under 2013, och i sådana fall antal gånger.
Institutionen för lingvistik - Survey of travel at SU for 2013 Answer Count: 16 Ange om en aktivitet har medfört att en tjänsteresa har utförts med flyg under 2013, och i sådana fall antal gånger. Specify
More informationBIG DATA: FROM HYPE TO REALITY. Leandro Ruiz Presales Partner for C&LA Teradata
BIG DATA: FROM HYPE TO REALITY Leandro Ruiz Presales Partner for C&LA Teradata Evolution in The Use of Information Action s ACTIVATING MAKE it happen! Insights OPERATIONALIZING WHAT IS happening now? PREDICTING
More informationSelf-service BI for big data applications using Apache Drill
Self-service BI for big data applications using Apache Drill 2015 MapR Technologies 2015 MapR Technologies 1 Data Is Doubling Every Two Years Unstructured data will account for more than 80% of the data
More informationArchitecting for Big Data Analytics and Beyond: A New Framework for Business Intelligence and Data Warehousing
Architecting for Big Data Analytics and Beyond: A New Framework for Business Intelligence and Data Warehousing Wayne W. Eckerson Director of Research, TechTarget Founder, BI Leadership Forum Business Analytics
More informationMySQL and Hadoop: Big Data Integration. Shubhangi Garg & Neha Kumari MySQL Engineering
MySQL and Hadoop: Big Data Integration Shubhangi Garg & Neha Kumari MySQL Engineering 1Copyright 2013, Oracle and/or its affiliates. All rights reserved. Agenda Design rationale Implementation Installation
More informationAutomated distribution of SAS results Jacques Pagé, Les Services Conseils HARDY, Quebec, Qc
Paper 039-29 Automated distribution of SAS results Jacques Pagé, Les Services Conseils HARDY, Quebec, Qc ABSTRACT This paper highlights the programmable aspects of SAS results distribution using electronic
More informationABSTRACT INTRODUCTION SAS AND EXCEL CAPABILITIES SAS AND EXCEL STRUCTURES
Paper 85-2010 Choosing the Right Tool from Your SAS and Microsoft Excel Tool Belt Steven First and Jennifer First, Systems Seminar Consultants, Madison, Wisconsin ABSTRACT There are over a dozen ways to
More informationRed Hat Enterprise Linux OpenStack Platform 7 OpenStack Data Processing
Red Hat Enterprise Linux OpenStack Platform 7 OpenStack Data Processing Manually provisioning and scaling Hadoop clusters in Red Hat OpenStack OpenStack Documentation Team Red Hat Enterprise Linux OpenStack
More informationFinancial, Telco, Retail, & Manufacturing: Hadoop Business Services for Industries
Financial, Telco, Retail, & Manufacturing: Hadoop Business Services for Industries Ho Wing Leong, ASEAN 1 Cloudera company snapshot Founded Company Employees Today World Class Support Mission CriQcal 2008,
More informationSAS LASR Analytic Server 2.4
SAS LASR Analytic Server 2.4 Reference Guide SAS Documentation The correct bibliographic citation for this manual is as follows: SAS Institute Inc. 2014. SAS LASR Analytic Server 2.4: Reference Guide.
More informationSAS ANALYTIC SOLUTIONS RUNNING ON A HADOOP CLUSTER USING YARN JAMES KOCHUBA. Copyright 2015, SAS Institute Inc. All rights reserved.
SAS ANALYTIC SOLUTIONS RUNNING ON A HADOO CLUSTR USING YARN JAMS KOCHUBA MARKT LADR IN DATA & ANALYTICS Great laces to Work Awards 15 COUNTRIS 2 MULTINATIONAL SAS Industry Average Revenue Reinvested in
More informationBig Data Open Source Stack vs. Traditional Stack for BI and Analytics
Big Data Open Source Stack vs. Traditional Stack for BI and Analytics Part I By Sam Poozhikala, Vice President Customer Solutions at StratApps Inc. 4/4/2014 You may contact Sam Poozhikala at spoozhikala@stratapps.com.
More informationConnecting Hadoop with Oracle Database
Connecting Hadoop with Oracle Database Sharon Stephen Senior Curriculum Developer Server Technologies Curriculum The following is intended to outline our general product direction.
More informationImproving Your Relationship with SAS Enterprise Guide
Paper BI06-2013 Improving Your Relationship with SAS Enterprise Guide Jennifer Bjurstrom, SAS Institute Inc. ABSTRACT SAS Enterprise Guide has proven to be a very beneficial tool for both novice and experienced
More information