+ All Categories
Home > Economy & Finance > SAP HANA Predictive Functions with SAP Business Planning and Consolidation

SAP HANA Predictive Functions with SAP Business Planning and Consolidation

Date post: 08-May-2015
Category:
Upload: vigneswararao-vankayala
View: 924 times
Download: 3 times
Share this document with a friend
Description:
Consuming SAP HANA Predictive Functions with SAP Business Planning and Consolidation
22
Derek Johnson / Zane Connally / Sheldon Edelstein, SAP Labs, Inc. October 2013 EA161 Consuming SAP HANA Predictive Functions with SAP Business Planning and Consolidation
Transcript
Page 1: SAP HANA Predictive Functions with SAP Business Planning and Consolidation

Derek Johnson / Zane Connally / Sheldon Edelstein, SAP Labs, Inc.

October 2013

EA161

Consuming SAP HANA Predictive Functions with

SAP Business Planning and Consolidation

Page 2: SAP HANA Predictive Functions with SAP Business Planning and Consolidation

© 2013 SAP AG or an SAP affiliate company. All rights reserved. 2

Disclaimer

This presentation outlines our general product direction and should not be relied on in making a

purchase decision. This presentation is not subject to your license agreement or any other agreement

with SAP. SAP has no obligation to pursue any course of business outlined in this presentation or to

develop or release any functionality mentioned in this presentation. This presentation and SAP's

strategy and possible future developments are subject to change and may be changed by SAP at any

time for any reason without notice. This document is provided without a warranty of any kind, either

express or implied, including but not limited to, the implied warranties of merchantability, fitness for a

particular purpose, or non-infringement. SAP assumes no responsibility for errors or omissions in this

document, except if such damages were caused by SAP intentionally or grossly negligent.

Page 3: SAP HANA Predictive Functions with SAP Business Planning and Consolidation

© 2013 SAP AG or an SAP affiliate company. All rights reserved. 3

Agenda

What is SAP Business Planning and Consolidation (BPC), Predicative Analytics (PA), and

HANA?

A high level overview of BPC, Predictive Analytics, and HANA.

Planning using SAP Predictive Analysis (using offline BPC data extracts)

BPC data extracts are imported/exported into the SAP Predictive Analytics tool for forecast creation.

Planning using SAP Predictive Analysis (accessing SAP HANA Online)

The ability to connect to a live HANA system is emphasized, focusing on accessing BPC data from a live HANA

system, executing predictive and filtering functions on BPC data, and writing a result set back into a live HANA

table.

Planning using BPC and SAP HANA PAL (Predictive Analytics Library)

Seamlessly execute HANA Predictive Analytics Library functions automatically and on demand via a Dashboard

in the BPC Web Admin interface.

Page 4: SAP HANA Predictive Functions with SAP Business Planning and Consolidation

Overview of BPC, Predictive

Analytics, and HANA

Page 5: SAP HANA Predictive Functions with SAP Business Planning and Consolidation

© 2013 SAP AG or an SAP affiliate company. All rights reserved. 5

What is SAP Business Planning and Consolidation used for?

Financial reporting and analysis

Ad hoc

Variance analysis

Driver analysis (industry, growth, capacity, etc.)

Forecasting and consensus building

Rolling forecasts

Continuous planning

Collaboration

Business planning

Budgeting

Sales/revenue planning

Capital expenditure planning

Headcount/staffing

Expense planning

Cash flow/liquidity planning

Consolidation

Intercompany matching/reconciliation

Intercompany eliminations

Management roll-ups

Legal consolidation

Planning, budgeting, forecasting and financial consolidation in one application

Page 6: SAP HANA Predictive Functions with SAP Business Planning and Consolidation

© 2013 SAP AG or an SAP affiliate company. All rights reserved. 6

47%

30%

23%

Financial Analyst time

Collecting and validating data

Administering the process

Providing value-added analysis

Less than a quarter of Finance’s time is being spent on providing

value-added analysis to the business!

Source: APQC. 2012

Page 7: SAP HANA Predictive Functions with SAP Business Planning and Consolidation

© 2013 SAP AG or an SAP affiliate company. All rights reserved. 7

In-memory technology enables better planning and analysis

Tackles the Big Data challenge

Supports real-time planning and analysis

Enables cross functional detailed planning

Shrinks decision cycle-time

Enables cross functional Enterprise Business

Planning

Facilitates dynamic forecasting

Page 8: SAP HANA Predictive Functions with SAP Business Planning and Consolidation

© 2013 SAP AG or an SAP affiliate company. All rights reserved. 8

SAP Business Planning and Consolidation, version for SAP

NetWeaver – Powered by SAP HANA

Reporting and Data Entry

Business Calculations

* All figures are based on best case scenario that we could build (reasonable test case) * A query optimization POC was introduced in the internal system. Similar code optimization will be introduced in the product in a later SP

200x improved query

performance

60x faster report

refresh

2.3x improved allocation

performance

2.4x faster driver-based

planning calculations

14x quicker input of large

data volumes

Page 9: SAP HANA Predictive Functions with SAP Business Planning and Consolidation

© 2013 SAP AG or an SAP affiliate company. All rights reserved. 9

HANA Application Function Library

Real-Time Data

SAP Data Spatial Data

Spatial Data

Business Data

Spatial

Functions

Calc Model

/ Views

Text

Analysis

Geo-

Services Predictive

Functions

Non-SAP Data

Store, process,

manipulate, retrieve,

and share data

Unified Modeling

Platform

Predictive Analysis

Text Analysis

Geo-spatial (planned)

Optimized in-memory

processing

SAP HANA

Real-Time Data

OLTP Analytics Planning Predictive Text Spatial

Page 10: SAP HANA Predictive Functions with SAP Business Planning and Consolidation

© 2013 SAP AG or an SAP affiliate company. All rights reserved. 10

Challenges

Forecasting

Key

Influencers

Trends

Anomalies

Relationships

How do historical sales, costs, key

performance metrics, and so on, translate to

future performance? How do predicted

results compare with goals?

What are the main influencers of customer satisfaction, customer churn, employee turnover, and so on, that impact success?

What are the trends: historical /

emerging, sudden step changes,

unusual numeric values that

impact the business?

What are the correlations in

the data? What are the

cross-sell and up-sell

opportunities?

What anomalies might

exist and conversely

what groupings or

clusters might exist for

specific analysis?

Predictive analytics examples

Page 11: SAP HANA Predictive Functions with SAP Business Planning and Consolidation

© 2013 SAP AG or an SAP affiliate company. All rights reserved. 11

Extend your analytics capabilities

Analytics maturity

Co

mp

eti

ve

ad

van

tag

e

Sense & respond Predict & act

Raw

Data

Cleaned

Data

Standard

Reports

Ad Hoc

Reports &

OLAP

Generic

Predictive

Analytics

Predictive

Modeling

Optimization

What happened?

Why did it happen?

What will happen?

What is the best that

could happen?

The key is unlocking data to move decision making from sense and respond, to predict and act

Page 12: SAP HANA Predictive Functions with SAP Business Planning and Consolidation

Exercise Group 1 Planning using SAP Predictive Analysis

(using offline BPC data extracts)

Page 13: SAP HANA Predictive Functions with SAP Business Planning and Consolidation

© 2013 SAP AG or an SAP affiliate company. All rights reserved. 13

Planning using SAP Predictive Analysis (using offline BPC data extracts)

SAP HANA

HANA Tables

supporting BPC

model

BW BPC BPC

Model

BI Reporting

EPM Reporting

ERP

1. In the first set of exercises, you will create

a flat file extract of BPC data

2. Import it into the SAP Predictive Analysis

application

3. Execute predictive algorithms to generate

a forecast

4. Enter the results into BPC using a web

input schedule SAP

Predictive

Analysis

Transaction

1

2

3

4

Page 14: SAP HANA Predictive Functions with SAP Business Planning and Consolidation

Exercise Group 2 Planning using SAP Predictive Analysis

(accessing SAP HANA Online)

Page 15: SAP HANA Predictive Functions with SAP Business Planning and Consolidation

© 2013 SAP AG or an SAP affiliate company. All rights reserved. 15

Planning using SAP Predictive Analysis (accessing SAP HANA Online)

SAP HANA

HANA Tables

supporting BPC

model

BW BPC BPC

Model

BI Reporting

EPM Reporting

ERP

1.In this set of exercises, you will read the

BPC data directly from the supporting

HANA database tables, importing this

data directly into the SAP Predictive

Analysis application

2.Execute predictive algorithms to filter

and/or generate a forecast

3.Export the results to a table in HANA for

BI reporting or potentially inclusion into

the BPC dataset.

SAP

Predictive

Analysis

Transaction

1

2

3

Analytic View

Transient Provider

Composite Provider

not part

of today’s

workshop

Page 16: SAP HANA Predictive Functions with SAP Business Planning and Consolidation

Exercise Group 3 Planning using BPC and SAP HANA PAL

(Predictive Analytics Library)

Page 17: SAP HANA Predictive Functions with SAP Business Planning and Consolidation

© 2013 SAP AG or an SAP affiliate company. All rights reserved. 17

Planning using BPC and SAP HANA PAL (Predictive Analytics Library)

SAP HANA

HANA Tables

supporting BPC

model

BW BPC BPC

Model

BI Reporting

EPM Reporting

ERP 1.In this exercise, you will use a BOBJ

Dashboard in the BPC web admin client

which executes an ABAP method

automatically via the BPC Write Back BAdI

2.The ABAP method will trigger a stored

procedure in HANA that calls the PAL

function

3.Forecast data generated by HANA

procedure is written to a HANA BW

schema table supporting a BW DSO

4.Forecast data in DSO and BPC Finance

data in InfoCube are UNIONed with the

system generated BPC MultiProvider

Transaction

1

2

3

4

HANA Table supporting

DSO model

DSO containing

generated

forecast

BPC Multi

Provider

Predictive functions

from HANA PAL

(Predictive Analytics

Library)

Page 18: SAP HANA Predictive Functions with SAP Business Planning and Consolidation

© 2013 SAP AG or an SAP affiliate company. All rights reserved. 18

Further Information

Important SAP Notes

Note 1650957 - SAP HANA Database: Starting the Script Server

Note 1612696 - "Invalidated view" error when using analytical views

Note 1605168 - SAP HANA - Handling priviledges after upgrade to Revision 12

SQL Script

SAP HANA SQLScript Reference

SAP HANA SQL Reference Manual

Predictive Analytics Library

SAP HANA Academy Video Tutorials on how to use the PAL (Predictive Analytics Library)

SAP Help - PAL (Predictive Analysis Library)

Page 19: SAP HANA Predictive Functions with SAP Business Planning and Consolidation

© 2013 SAP AG or an SAP affiliate company. All rights reserved. 19

Further Information

SAP Education and Certification Opportunities

www.sap.com/education

Watch SAP TechEd Online

www.sapteched.com/online

SAP Public Web

http://scn.sap.com/community/epm/planning-and-consolidation-for-netweaver

http://scn.sap.com/community/predictive-analysis

http://scn.sap.com/community/developer-center/hana

http://scn.sap.com/community/epm/planning-and-consolidation-for-netweaver/blog/2013/08/09/why-

you-need-sap-business-planning-and-consolidation-version-for-sap-netweaver--powered-by-sap-

hana-today

Page 20: SAP HANA Predictive Functions with SAP Business Planning and Consolidation

© 2013 SAP AG or an SAP affiliate company. All rights reserved. 20

SAP TechEd Virtual Hands-on Workshops and SAP TechEd Online Continue your SAP TechEd education after the event!

SAP TechEd Virtual Hands-on Workshops

Access hands-on workshops post-event

Available January – March 2014

Complementary with your SAP TechEd registration

SAP TechEd Online

Access replays of keynotes, Demo Jam, SAP TechEd

LIVE interviews, select lecture sessions, and more!

View content only available online

http://saptechedhandson.sap.com/

http://sapteched.com/online

Page 21: SAP HANA Predictive Functions with SAP Business Planning and Consolidation

Feedback Please complete your session evaluation for EA161.

Derek Johnson [email protected]

Zane Connally [email protected]

Sheldon Edelstein [email protected]

Thanks for attending this SAP TechEd session.

Page 22: SAP HANA Predictive Functions with SAP Business Planning and Consolidation

© 2013 SAP AG or an SAP affiliate company. All rights reserved. 22

© 2013 SAP AG or an SAP affiliate company. All rights reserved.

No part of this publication may be reproduced or transmitted in any form or for any purpose without the express permission of SAP AG.

The information contained herein may be changed without prior notice.

Some software products marketed by SAP AG and its distributors contain proprietary software components of other software vendors.

National product specifications may vary.

These materials are provided by SAP AG and its affiliated companies ("SAP Group") for informational purposes only, without representation or warranty of any kind, and

SAP Group shall not be liable for errors or omissions with respect to the materials. The only warranties for SAP Group products and services are those that are set forth

in the express warranty statements accompanying such products and services, if any. Nothing herein should be construed as constituting an additional warranty.

SAP and other SAP products and services mentioned herein as well as their respective logos are trademarks or registered trademarks of SAP AG in Germany and

other countries.

Please see http://www.sap.com/corporate-en/legal/copyright/index.epx#trademark for additional trademark information and notices.


Recommended