SAP Data Services Hacks Auto Generating Data Migration Jobs Shobhit Acharya Session# 3507
|
|
- Candace Ferguson
- 8 years ago
- Views:
Transcription
1 SAP Data Services Hacks Auto Generating Data Migration Jobs Shobhit Acharya Session# 3507
2 Learning Points Improve data migration efficiency using SAP Data Services and implementing a few custom approaches that will speed up the extraction and load of source data. These approaches deal with Programmatically generating data migration jobs to replace labor intensive and monotonous job design Using xml import mechanism to create job templates Using datastore configurations to ingest multiple instances of identical source databases
3 Agenda Introductions & Overview Data Migration & SAP EIM tools Data Services: Designer & Workbench Information Steward Review a baseline framework The use case for DS Workbench Alternative solutions for efficiency Understanding the DS Job xml structure Developing job generation programs for automation Datastore configurations When to use these programs Demo
4 Data Migration Assess Extract Consolidate Cleanse Load Reconcile Data migrations at an enterprise scale need a focus on migrating data efficiently, quickly, repeatedly and assuredly. The goal is not just to move and convert data; its to ensure that the data is of high quality and supports the business processes and target system s operational needs.
5 Data Migration 80% of organizations will underestimate the costs related to the data acquisition tasks by an average of 50 percent. Gartner
6 SAP Data Services & Information Steward Overview
7 SAP Data Services One Solution that Provides Data Integration Data Quality Text Data Processing One server to execute all capabilities One design environment to manage all development One administration console to monitor all functions
8 SAP Information Steward Business Measure and compare against Information governance rules and standards IT Share data quality metrics and problems with business
9 Case Study Review a baseline Data Migration Framework 1 2 Ingestion Extraction into Stage 4 Transform to common structure 7 Apply Relevancy Rules 10 Consolidate cleansed data 12 Fix Reference Data issues SAP BODS Source Legacy / Staging Transformed 4 7 Target Relevant 10 Load Target System 16 Staging Area 3 Initial Data Profiling 5 6 SAP IS 8 BoA 13 Pre-load sign off 5 Initial Health Check IVM 9 BoA Staging 14 Load to Target System 15 Reconciliation 6 Auto De-dup & Cleanse 8Secondary Health 9 Facilitated Check Cleansing 11 Reference Data validation 13 BOBJ (Reporting) Post load sign off
10 Case Study Ingestion Scope 25+ distinct source systems Multiple source product versions Need separate job streams Need separate job control Over 400 databases to ingest Hadoop as staging Multiple waves of migration 1 Source Extraction 1 SAP BODS 2 3 Legacy / Staging 2 Ingestion 3 Initial Data into Profiling Stage
11 The use case for DS Workbench Quick to build data replication projects Data flow design Additional customizations in DS Designer Progressively additional functionality added each release
12 The use case for DS Workbench Data Replication Design
13 The use case for DS Workbench Data flows
14 The use case for DS Workbench Goodies Monitor performance View data
15 The use case for DS Workbench And where it falls short No big data sources or targets Little or no workflow customizations A small list of supported transforms Additional work could be required in DS Designer for job control and customizations
16 Alternative solutions Generate your own jobs in XML Dataflow= Source Tables -> Query Transforms -> Target (including HDFS) Workflows Custom script stages Jobs Datastores and Configurations Flat file formats Import generated XML as DS Designer Jobs, workflows, dataflow Configure datastore for multiple deployments of the same source product database
17 Data Services job export in XML Understanding the structure of a simple job Example : 1 Dataflow in a job Export
18 Data Services job export in XML Understanding the structure of a simple job Example : 1 Dataflow in a job 350 lines of xml Lets look closer
19 Data Services job export in XML Understanding the structure of a simple job DIDatabaseDatastore DIAttributes DSConfigurations *Variables* Repeat for each --- <odbc_data_source>*datastore*</odbc_data_source> DITable DIProperties DIColumn DIDataflow DITransforms DIAttributes DIDatabaseTableSource DIOutputView DIFileTarget DIAttributes DIQuery DIAttribute DISchema DIElement DISelect DIProjection DIExpression DIFrom DIFlatFileDatastore DISchema DIElement DIAttributes DIUIOptions --- name="*table_name*" owner="*dbowner* datastore="*datastore --- List all columns and column properties, *COLUMN_NAME* --- name= *DATAFLOW*" --- array sizes, static parameters --- datastorename="*datastore* tablename="*table_name*" --- name="*table_name*" --- formatname="*datastore*_*table_name*" filename="*table_name* --- HDFS File location/path + static parameters --- name="*table_name*" value="*table_name*" --- List all columns and column properties, *COLUMN_NAME* --- column="*column_name*" --- Name="*DATASTORE*_*TABLE_NAME*" --- List all columns and column properties, *COLUMN_NAME* --- Datastore input and output file store attributes, 1 per job --- name="*datastore*_*table_name*" value="*table_name*"
20 Generating the xml programmatically Understanding what you need Programmers for your code Sql programming skills Or on java/python/.net Data Services Sandbox Repository Source database table and column definitions Oracle : all_tab_columns, Sql Server : information_schema, Progress DB: sysprogress.syscolumns_full. DB schema for code and column definitions + True Grit
21 Generating the xml programmatically Applying the understanding for complex designs Auto generated Imported xml This example: 1 Source Datastore 20+ Configurations 400+ Tables 400+ HDFS formats 400+ Dataflow 400+ Workflows 1 Job
22 Generating the xml programmatically Applying the understanding for complex designs Workflow Auto generated Scripts Dataflow Datastores
23 Data Services Datastore Configurations Contains alternate connection parameters for the datastore Typically used for promotions to new environments Could be leveraged for using template jobs on multiple databases with identical schemas (e.g. QAD Progress databases)
24 Best practices Always isolate any custom xml imports into a sandbox repository Use datastore configurations to maximum effect Pre-import, export (to xml) the intended source and destination datastore without any tables included Post-import, re-import these datastores to override the generated datastores
25 Generating the xml programmatically When could you need this?
26 Return on Investment Initial assessment at JCI for developing the custom programs needed (Codename : ATLGEN) Effort invested in ATLGEN development: 1 pers. week Typical pre-use efforts: 2 weeks per source Potential post use efficiency : 10x per source # of sources : distinct sources
27 Live demo
28 STAY INFORMED Follow the ASUGNews team: Tom Chris Craig
29 SESSION CODE 3507
Lofan 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
Data Integrator: Object Naming Conventions
White Paper Data Integrator: Object Naming Conventions Data Integrator: Object Naming Conventions 1 Author: Sense Corp Contributors: Peter Siegel, Alicia Chang, George Ku Audience: ETL Developers Date
Enabling Data and Analytics. for Enterprise Asset management (EAM) Devang Patel & Arun Narayanan. SEAL Consulting Inc SESSION CODE: EM2098
Enabling Data and Analytics for Enterprise Asset management (EAM) Devang Patel & Arun Narayanan SEAL Consulting Inc SESSION CODE: EM2098 Agenda: What is EAM? Business Challenges / Benefits Why EAM? Architecture
Consolidate by Migrating Your Databases to Oracle Database 11g. Fred Louis Enterprise Architect
Consolidate by Migrating Your Databases to Oracle Database 11g Fred Louis Enterprise Architect Agenda Why migrate to Oracle What is migration? What can you migrate to Oracle? SQL Developer Migration Workbench
Professional Services Government Contracting Implementation on the Cloud with HANA, enabled by Fiori
Professional Services Government Contracting Implementation on the Cloud with HANA, enabled by Fiori Kelly Sinclair, Bart & Associates, Inc. Ron Long, Dassian Inc. SESSION CODE: PP714 LEARNING POINTS Gain
SAP Data Services 4.X. An Enterprise Information management Solution
SAP Data Services 4.X An Enterprise Information management Solution Table of Contents I. SAP Data Services 4.X... 3 Highlights Training Objectives Audience Pre Requisites Keys to Success Certification
Rajan Arora (Deloitte) SAP Business Objects Backup and Recovery Scenarios and Best Practices Session # 3233
Rajan Arora (Deloitte) SAP Business Objects Backup and Recovery Scenarios and Best Practices Session # 3233 AGENDA Overview Key Learnings What to Backup Type of Backup s Restore Scenario s Best Practices
Value Realization at Johnson Controls using SAP HANA smart data integration Steve Carpenter Johnson Controls Ryan Champlin - SAP
Value Realization at Johnson Controls using SAP HANA smart data integration Steve Carpenter Johnson Controls Ryan Champlin - SAP Agenda What is SAP HANA smart data integration? Use cases for Smart Data
Rajesh Gupta Best Practices for SAP BusinessObjects Backup & Recovery Including High Availability and Disaster Recovery Session #2747
Rajesh Gupta Best Practices for SAP BusinessObjects Backup & Recovery Including High Availability and Disaster Recovery Session #2747 Introduction Rajesh Gupta - rajgupta@deloitte.com Solution Network
Data 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,
Srini Santhanam, Capgemini US, LLC Integration of Complex SAP and Non-SAP Applications Through SAP BusinessObjects Data Services for the Fortune 500
Srini Santhanam, Capgemini US, LLC Integration of Complex SAP and Non-SAP Applications Through SAP BusinessObjects Data Services for the Fortune 500 CPG Company Session # 2924 Learning Points Integration
Implement Hadoop jobs to extract business value from large and varied data sets
Hadoop Development for Big Data Solutions: Hands-On You Will Learn How To: Implement Hadoop jobs to extract business value from large and varied data sets Write, customize and deploy MapReduce jobs to
SAS 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
appmdmtm MASTER DATA MANAGEMENT
appmdmtm MASTER DATA MANAGEMENT Chain-Sys Platform Multiple Domain Hubs ETL with No Programming MASTER DATA MANAGEMENT A Single Source System is designated as the System of Record for Master Data. appmdm
<Insert Picture Here> Move to Oracle Database with Oracle SQL Developer Migrations
Move to Oracle Database with Oracle SQL Developer Migrations The following is intended to outline our general product direction. It is intended for information purposes only, and
Understanding and Leveraging Improvements in SAP Data Integration and Data Services Platform 4.2
September 9 11, 2013 Anaheim, California Understanding and Leveraging Improvements in SAP Data Integration and Data Services Platform 4.2 Tanya Milanovic Enterprise Information Management with SAP Understand
... Foreword... 17. ... Preface... 19
... Foreword... 17... Preface... 19 PART I... SAP's Enterprise Information Management Strategy and Portfolio... 25 1... Introducing Enterprise Information Management... 27 1.1... Defining Enterprise Information
SAP BOBJ. Participants will gain the detailed knowledge necessary to design a dashboard that can be used to facilitate the decision making process.
SAP BOBJ 1. BOX310 SAP Business Objects Dashboards 4.0: Core Participants will gain the detailed knowledge necessary to design a dashboard that can be used to facilitate the decision making process. Participants
Microsoft. Course 20463C: Implementing a Data Warehouse with Microsoft SQL Server
Course 20463C: Implementing a Data Warehouse with Microsoft SQL Server Length : 5 Days Audience(s) : IT Professionals Level : 300 Technology : Microsoft SQL Server 2014 Delivery Method : Instructor-led
Sumit Sarkar Real-time BO Universe to Cloud Data Sources Session #
Sumit Sarkar Real-time BO Universe to Cloud Data Sources Session # EXPERIENCE Talk to BI communities across SAP, Oracle, IBM, Microstrategy, Tableau, Tibco and Qlikview. Advocate for BI professionals at
<Insert Picture Here> Oracle SQL Developer 3.0: Overview and New Features
1 Oracle SQL Developer 3.0: Overview and New Features Sue Harper Senior Principal Product Manager The following is intended to outline our general product direction. It is intended
SAP Thought Leadership Data Migration. Approaching the Unique Issues of Data Migration
SAP Thought Leadership Data Migration A Road Map to Data Migration Success Approaching the Unique Issues of Data Migration Data migration plans and schedules typically are driven by larger projects for
Best Practices for Implementing Oracle Data Integrator (ODI) July 21, 2011
July 21, 2011 Lee Anne Spencer Founder & CEO Global View Analytics Cheryl McCormick Chief Architect Global View Analytics Agenda Introduction Oracle Data Integrator ODI Components Best Practices Implementation
Addressing Risk Data Aggregation and Risk Reporting Ben Sharma, CEO. Big Data Everywhere Conference, NYC November 2015
Addressing Risk Data Aggregation and Risk Reporting Ben Sharma, CEO Big Data Everywhere Conference, NYC November 2015 Agenda 1. Challenges with Risk Data Aggregation and Risk Reporting (RDARR) 2. How a
Salesforce.com and MicroStrategy. A functional overview and recommendation for analysis and application development
Salesforce.com and MicroStrategy A functional overview and recommendation for analysis and application development About the Speaker Prittam Bagani Director, Product Management Prittam started working
Case Studies Data Migration
Case Studies Data Migration TABLE OF CONTENTS 1 ARGUS SAFETY UPGRADE; INTERCHANGE AND DATA MIGRATION... 3 2 ARGUS DATA MIGRATION... 4 3 ARGUS DATA MIGRATION BETWEEN ARGUS SYSTEMS... 5 4 DATA MIGRATION
IBM InfoSphere Information Server Ready to Launch for SAP Applications
IBM Information Server Ready to Launch for SAP Applications Drive greater business value and help reduce risk for SAP consolidations Highlights Provides a complete solution that couples data migration
Implementing SAP Vendor Invoice Management by OpenText in the Public Sector. Maria Hourani & Trent Ryan Employment and Social Development Canada
Implementing SAP Vendor Invoice Management by OpenText in the Public Sector Maria Hourani & Trent Ryan Employment and Social Development Canada SESSION CODE: PS533 AGENDA Who We Are Business Blueprint
John D. Bonam Disaster Recovery Architecture Session # 2841
John D. Bonam Disaster Recovery Architecture Session # 2841 LEARNING POINTS Understand the known Traditional approach to Backup Recovery of the BusinessObjects Environment Understand the need for Disaster
From Oracle Warehouse Builder to Oracle Data Integrator fast and safe.
From Oracle Warehouse Builder to Oracle Data Integrator fast and safe. Massimo Sposaro marketing manager Alessandro Drago technical team leader Database & Technology From "Oracle Data Integrator and Oracle
Use Case: Secure and Affordable SAP HANA Cloud- Based Solutions. Kevin Knuese, Symmetry SESSION CODE: SM1833
Use Case: Secure and Affordable SAP HANA Cloud- Based Solutions Kevin Knuese, Symmetry SESSION CODE: SM1833 LEARNING POINTS There are multiple options, scenarios, and prerequisites when it comes to deploying
Welcome to online seminar on. Oracle PIM Data Hub. Presented by: Rapidflow Apps Inc
Welcome to online seminar on Oracle PIM Data Hub Presented by: Rapidflow Apps Inc September 2010 Agenda PIM Data Hub Overview What is PIM Data Hub? Benefits of PIM Data Hub Who needs PIM Data Hub PIM Implementation
SAP EDUCATION SAMPLE QUESTIONS: C_BODI_20. Questions:
SAP EDUCATION SAMPLE QUESTIONS: C_BODI_20 Disclaimer: These sample questions are for self-evaluation purposes only and do not appear on the actual certification exams. Answering the sample questions correctly
High-Volume Data Warehousing in Centerprise. Product Datasheet
High-Volume Data Warehousing in Centerprise Product Datasheet Table of Contents Overview 3 Data Complexity 3 Data Quality 3 Speed and Scalability 3 Centerprise Data Warehouse Features 4 ETL in a Unified
Managing Third Party Databases and Building Your Data Warehouse
Managing Third Party Databases and Building Your Data Warehouse By Gary Smith Software Consultant Embarcadero Technologies Tech Note INTRODUCTION It s a recurring theme. Companies are continually faced
iway Roadmap Michael Corcoran Sr. VP Corporate Marketing
16.06.2015 iway Roadmap Michael Corcoran Sr. VP Corporate Marketing iway 7 Products 1 iway 7 Products iway 7 Products 360 Viewer Remediation Sentinel Portal Golden Record Search and View Omni Patient Data
Data Governance in the Hadoop Data Lake. Michael Lang May 2015
Data Governance in the Hadoop Data Lake Michael Lang May 2015 Introduction Product Manager for Teradata Loom Joined Teradata as part of acquisition of Revelytix, original developer of Loom VP of Sales
Release Automation for Siebel
June 30 th 2015 Release Automation for Siebel Stefan Kures Agenda + Common Challenges + Automic s solution + Positive Outcomes + Customer Example 3 Property of Automic Software. All rights reserved Siebel
Scribe Demonstration Script Web Leads to Dynamics CRM. October 4, 2010 www.scribesoft.com
Scribe Demonstration Script Web Leads to Dynamics CRM October 4, 2010 www.scribesoft.com Important Notice No part of this publication may be reproduced, stored in a retrieval system, or transmitted in
What'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
http://hireitpeople.com/resume-database/71-sap-resumes/19151-...
SAP Resume Mason, MI 1 of 7 1/23/2015 3:03 PM SAP RESUME MASON, MI SAP Resumes Please note that this is a not a Job Board - We are an I.T Staffing Company and we provide candidates on a Contract basis.
June 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
Distributed Computing and Big Data: Hadoop and MapReduce
Distributed Computing and Big Data: Hadoop and MapReduce Bill Keenan, Director Terry Heinze, Architect Thomson Reuters Research & Development Agenda R&D Overview Hadoop and MapReduce Overview Use Case:
Jabil. Case Study: How Jabil Circuit Integrated Dassian Contract Flow Down functionality in SAP ERP and SAP SNC.
Case Study: How Jabil Circuit Integrated Dassian Contract Flow Down functionality in SAP ERP and SAP SNC. Rocio Timko and Sanaa Wehse, PhD, ASQ SSBB, PMP Jabil SESSION CODE: SC1712 LEARNING POINTS Learn
Jet Data Manager 2012 User Guide
Jet Data Manager 2012 User Guide Welcome This documentation provides descriptions of the concepts and features of the Jet Data Manager and how to use with them. With the Jet Data Manager you can transform
SAP Data Services and SAP Information Steward Document Version: 4.2 Support Package 7 (14.2.7.0) 2016-05-06 PUBLIC. Master Guide
SAP Data Services and SAP Information Steward Document Version: 4.2 Support Package 7 (14.2.7.0) 2016-05-06 PUBLIC Content 1 Getting Started....4 1.1 Products Overview.... 4 1.2 Components overview....4
End the Microsoft Access Chaos - Your simplified path to Oracle Application Express
End the Microsoft Access Chaos - Your simplified path to Oracle Application Express Donal Daly Senior Director, Database Tools Agenda Why Migrate from Microsoft Access? What is Oracle
Build your own Fiori hybrid mobile app rapidly using SAP Web IDE Marc Anderegg, SAP SESSION CODE: BT404
Build your own Fiori hybrid mobile app rapidly using SAP Web IDE Marc Anderegg, SAP SESSION CODE: BT404 LEARNING POINTS What is SAP Web IDE What are its key features What is the Hybrid Application Toolkit
Beyond High Availability Replication s Changing Role
Beyond High Availability Replication s Changing Role Wednesday, November 19 th, 2014 Susan Wong SharePlex Solutions Architect Agenda Replication becomes Mainstream Dell s approach to replication solutions
Oracle Data Miner (Extension of SQL Developer 4.0)
An Oracle White Paper September 2013 Oracle Data Miner (Extension of SQL Developer 4.0) Integrate Oracle R Enterprise Mining Algorithms into a workflow using the SQL Query node Denny Wong Oracle Data Mining
Integrating 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.
iway Roadmap Michael Corcoran Sr. VP Corporate Marketing
iway Roadmap Michael Corcoran Sr. VP Corporate Marketing iway 7 Products iway 7 Products iway 7 Products 360 Viewer Remediation Sentinel Portal Golden Record Search and View Omni-Patient Data Exception
Brent Atkins, Cris Hadjez An Agile BI Approach: Mead Johnson Uses Better Data to Push Boundaries and Increase Customer Value Session # 3544
Brent Atkins, Cris Hadjez An Agile BI Approach: Mead Johnson Uses Better Data to Push Boundaries and Increase Customer Value Session # 3544 itelligence BI Practice Capabilities True Data to Decision capability
Implementing a Data Warehouse with Microsoft SQL Server
This course describes how to implement a data warehouse platform to support a BI solution. Students will learn how to create a data warehouse 2014, implement ETL with SQL Server Integration Services, and
Course Outline. Module 1: Introduction to Data Warehousing
Course Outline Module 1: Introduction to Data Warehousing This module provides an introduction to the key components of a data warehousing solution and the highlevel considerations you must take into account
Implementing and Managing Windows Server 2008 Hyper-V
Course 6422A: Implementing and Managing Windows Server 2008 Hyper-V Length: 3 Days Language(s): English Audience(s): IT Professionals Level: 300 Technology: Windows Server 2008 Type: Course Delivery Method:
SAP BO 4.1 COURSE CONTENT
Data warehousing/dimensional modeling/ SAP BW 7.0 Concepts 1. OLTP vs. OLAP 2. Types of OLAP 3. Multi Dimensional Modeling Of SAP BW 7.0 4. SAP BW 7.0 Cubes, DSO s,multi Providers, Infosets 5. Business
Five Steps to Integrate SalesForce.com with 3 rd -Party Systems and Avoid Most Common Mistakes
Five Steps to Integrate SalesForce.com with 3 rd -Party Systems and Avoid Most Common Mistakes This white paper will help you learn how to integrate your SalesForce.com data with 3 rd -party on-demand,
Managing and Maintaining Windows Server 2008 Servers
Managing and Maintaining Windows Server 2008 Servers Course Number: 6430A Length: 5 Day(s) Certification Exam There are no exams associated with this course. Course Overview This five day instructor led
BarTender Integration Methods. Integrating BarTender s Printing and Design Functionality with Your Custom Application WHITE PAPER
BarTender Integration Methods Integrating BarTender s Printing and Design Functionality with Your Custom Application WHITE PAPER Contents Introduction 3 Integrating with External Data 4 Importing Data
Using Oracle Data Integrator with Essbase, Planning and the Rest of the Oracle EPM Products
Using Oracle Data Integrator with Essbase, Planning and the Rest of the Oracle EPM Products Edward Roske eroske@interrel.com BLOG: LookSmarter.blogspot.com WEBSITE: www.interrel.com TWITTER: ERoske 2 4
XpoLog Competitive Comparison Sheet
XpoLog Competitive Comparison Sheet New frontier in big log data analysis and application intelligence Technical white paper May 2015 XpoLog, a data analysis and management platform for applications' IT
<Insert Picture Here> Extending Hyperion BI with the Oracle BI Server
Extending Hyperion BI with the Oracle BI Server Mark Ostroff Sr. BI Solutions Consultant Agenda Hyperion BI versus Hyperion BI with OBI Server Benefits of using Hyperion BI with the
Enterprise Data Management. Data Factory as a Service (DFaS)
Enterprise Data Management Data Factory as a Service (DFaS) Data Factory as a Service (DFaS) What is DFaS? DFaS offers a proven approach to deliver comprehensive services for end-to-end data conversion
Kuali Security Request Installation Guide
Kuali Security Request Installation Guide Client: Cornell University Date: July, 2011 Contents I. Integration of Rice Code... 2 II. Integration of KFS Code... 4 III. Rice Database Updates... 4 IV. KFS
WebSphere Cast Iron Cloud integration
Cast Iron Cloud integration Integrate in days Highlights Speeds up time to implementation for Cloud and on premise integration projects with configuration, not coding approach Offers cost savings with
Tom Fallwell and Mike Morello Federal Mandate: Annual Account Recertification within SAP BusinessObjects Session 3560
Tom Fallwell and Mike Morello Federal Mandate: Annual Account Recertification within SAP BusinessObjects Session 3560 LEARNING POINTS Learn what is Account Recertification and why is it important and mandated
OWB Users, Enter The New ODI World
OWB Users, Enter The New ODI World Kulvinder Hari Oracle Introduction Oracle Data Integrator (ODI) is a best-of-breed data integration platform focused on fast bulk data movement and handling complex data
SAP HANA SPS 09 - What s New? HANA IM Services: SDI and SDQ
SAP HANA SPS 09 - What s New? HANA IM Services: SDI and SDQ (Delta from SPS 08 to SPS 09) SAP HANA Product Management November, 2014 2014 SAP SE or an SAP affiliate company. All rights reserved. 1 Agenda
Capitalize 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
Spanish examples IPR: Up to Date & Zones
Spanish examples IPR: Up to Date & Zones 1 Spanish IPR examples We have chosen the open source option: Python Why Python? Easy to learn and understand for not it people and code can be freely used and
COURSE 20463C: IMPLEMENTING A DATA WAREHOUSE WITH MICROSOFT SQL SERVER
Page 1 of 8 ABOUT THIS COURSE This 5 day course describes how to implement a data warehouse platform to support a BI solution. Students will learn how to create a data warehouse with Microsoft SQL Server
Leveraging the SAS Open Metadata Architecture Ray Helm & Yolanda Howard, University of Kansas, Lawrence, KS
Paper AD08-2011 Leveraging the SAS Open Metadata Architecture Ray Helm & Yolanda Howard, University of Kansas, Lawrence, KS Abstract In the SAS Enterprise BI and Data Integration environments, the SAS
Raising. Product Data. MCAD & PLM Integration and Legacy PDM Data Migration. the Value of your. May 18, 2009
Raising the Value of your Product Data MCAD & PLM Integration and Legacy PDM Data Migration May 18, Tom Makoski VP PLM Integration Business 5303 DuPont Circle Milford. Ohio 45150 513-576-3826 Is t ptrety
Seven Ways To Help ERP IN 2014 AND BEYOND
Seven Ways To Help Data Migration During Implementation SPECial REPORT SERIES ERP IN 2014 AND BEYOND CONTENTS INTRODUCTION 3 Develop a Data MigraTION Plan 4 PerfORM a ThOROUgh Gap Analysis 6 COMMIT ResOURCes
Implementing a Data Warehouse with Microsoft SQL Server
Page 1 of 7 Overview This course describes how to implement a data warehouse platform to support a BI solution. Students will learn how to create a data warehouse with Microsoft SQL 2014, implement ETL
IBM InfoSphere Discovery: The Power of Smarter Data Discovery
IBM InfoSphere Discovery: The Power of Smarter Data Discovery Gerald Johnson IBM Client Technical Professional gwjohnson@us.ibm.com 2010 IBM Corporation Objectives To obtain a basic understanding of the
Using SAP Master Data Technologies to Enable Key Business Capabilities in Johnson & Johnson Consumer
Using SAP Master Data Technologies to Enable Key Business Capabilities in Johnson & Johnson Consumer Terry Bouziotis: Director, IT Enterprise Master Data Management JJHCS Bob Delp: Sr. MDM Program Manager
Affordable Innovations for SAP ERP on SAP HANA for the Midsize Enterprise
Affordable Innovations for SAP ERP on SAP HANA for the Midsize Enterprise Xiaohua Wang KJ Min SAP IBM SESSION CODE: SM232 LEARNING POINTS Learn how to setup your own SAP ERP on HANA with Simple Finance
Oracle Data Integrator Technical Overview. An Oracle White Paper Updated December 2006
Oracle Data Integrator Technical Overview An Oracle White Paper Updated December 2006 Oracle Data Integrator Technical Overview Introduction... 3 E-LT Architecture... 3 Traditional ETL... 3 E-LT... 4 Declarative
Oracle to SQL Server 2005 Migration
Oracle to SQL Server 2005 Migration Methodology and Practice Presented By: Barry Young Copyright 2006 by Proactive Performance Solutions, Inc. Agenda Introduction Migration: Oracle to SQL Server Methodology:
Implementing Support and Monitoring For a Business- Critical Application Migrated to Windows Azure
Implementing Support and Monitoring For a Business- Critical Application Migrated to Windows Azure Published: August 2011 Microsoft IT had recently migrated BCWeb a complex, business-critical application
Decoding the Big Data Deluge a Virtual Approach. Dan Luongo, Global Lead, Field Solution Engineering Data Virtualization Business Unit, Cisco
Decoding the Big Data Deluge a Virtual Approach Dan Luongo, Global Lead, Field Solution Engineering Data Virtualization Business Unit, Cisco High-volume, velocity and variety information assets that demand
Relational Databases for the Business Analyst
Relational Databases for the Business Analyst Mark Kurtz Sr. Systems Consulting Quest Software, Inc. mark.kurtz@quest.com 2010 Quest Software, Inc. ALL RIGHTS RESERVED Agenda The RDBMS and its role in
Outline SSS6422 - Microsoft Windows Server 2008 Hyper-V Virtualization
Outline SSS6422 - Microsoft Windows Server 2008 Hyper-V Virtualization Duration: Three consecutive Saturdays About this Course This instructor led course teaches students how to implement and manage Windows
from Microsoft Office
OOoCon 2003 Migrating from Microsoft Office to OpenOffice.org/StarOffice by Frank Gamerdinger frank.gamerdinger@sun.com 1 Who needs migration? OpenOffice.org & StarOffice - only the brave!(?) 2 Agenda
6422: Implementing and Managing Windows Server 2008 Hyper-V (3 Days)
www.peaklearningllc.com 6422: Implementing and Managing Windows Server 2008 Hyper-V (3 Days) Introduction This three-day instructor-led course teaches students how to implement and manage Windows Server
PUBLIC Performance Optimization Guide
SAP Data Services Document Version: 4.2 Support Package 6 (14.2.6.0) 2015-11-20 PUBLIC Content 1 Welcome to SAP Data Services....6 1.1 Welcome.... 6 1.2 Documentation set for SAP Data Services....6 1.3
Data Management for SAP Business Suite and SAP S/4HANA. Robert Wassermann, SAP SE
Data Management for SAP Business Suite and SAP S/4HANA Robert Wassermann, SAP SE Disclaimer This presentation outlines our general product direction and should not be relied on in making a purchase decision.
Automated Data Ingestion. Bernhard Disselhoff Enterprise Sales Engineer
Automated Data Ingestion Bernhard Disselhoff Enterprise Sales Engineer Agenda Pentaho Overview Templated dynamic ETL workflows Pentaho Data Integration (PDI) Use Cases Pentaho Overview Overview What we
SAP Business Objects XIR3.0/3.1, BI 4.0 & 4.1 Course Content
SAP Business Objects XIR3.0/3.1, BI 4.0 & 4.1 Course Content SAP Business Objects Web Intelligence and BI Launch Pad 4.0 Introducing Web Intelligence BI launch pad: What's new in 4.0 Customizing BI launch
Course 10777A: Implementing a Data Warehouse with Microsoft SQL Server 2012
Course 10777A: Implementing a Data Warehouse with Microsoft SQL Server 2012 OVERVIEW About this Course Data warehousing is a solution organizations use to centralize business data for reporting and analysis.
How to construct a world class SAP Center of Excellence in the era of Cloud. Vipin Singh NTTDATA Inc SESSION CODE: SS1354
How to construct a world class SAP Center of Excellence in the era of Cloud Vipin Singh NTTDATA Inc SESSION CODE: SS1354 LEARNING POINTS Unique challenges that SAP Cloud applications impose on customer
How to Migrate From Existing BusinessObjects or Cognos Environments to MicroStrategy. Ani Jain January 29, 2014
How to Migrate From Existing BusinessObjects or Cognos Environments to MicroStrategy Ani Jain January 29, 2014 Agenda Case Studies Why BusinessObjects and Cognos Customers Upgrade to MicroStrategy Demo:
An Oracle White Paper February 2014. Oracle Data Integrator 12c Architecture Overview
An Oracle White Paper February 2014 Oracle Data Integrator 12c Introduction Oracle Data Integrator (ODI) 12c is built on several components all working together around a centralized metadata repository.
SQL Databases Course. by Applied Technology Research Center. This course provides training for MySQL, Oracle, SQL Server and PostgreSQL databases.
SQL Databases Course by Applied Technology Research Center. 23 September 2015 This course provides training for MySQL, Oracle, SQL Server and PostgreSQL databases. Oracle Topics This Oracle Database: SQL
Implementing a Data Warehouse with Microsoft SQL Server 2012 MOC 10777
Implementing a Data Warehouse with Microsoft SQL Server 2012 MOC 10777 Course Outline Module 1: Introduction to Data Warehousing This module provides an introduction to the key components of a data warehousing
Test Data Management Concepts
Test Data Management Concepts BIZDATAX IS AN EKOBIT BRAND Executive Summary Test Data Management (TDM), as a part of the quality assurance (QA) process is more than ever in the focus among IT organizations
Implementing a Data Warehouse with Microsoft SQL Server
Course Code: M20463 Vendor: Microsoft Course Overview Duration: 5 RRP: 2,025 Implementing a Data Warehouse with Microsoft SQL Server Overview This course describes how to implement a data warehouse platform
Implementing a Data Warehouse with Microsoft SQL Server 2012
Course 10777A: Implementing a Data Warehouse with Microsoft SQL Server 2012 Length: Audience(s): 5 Days Level: 200 IT Professionals Technology: Microsoft SQL Server 2012 Type: Delivery Method: Course Instructor-led