Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Big Data + PeopleSoft = BIG WIN!
1. Big Data + PeopleSoft = BIG WIN!
Session #31711
March 19, 2013
2. Kirk Chan, VP of Business Development
Former PeopleTools Strategy
17 years working with PeopleSoft
Ramesh Panchagnula, President
Former Oracle/PeopleSoft Functional
Architect
15+ years working with PeopleSoft
3. SmartERP Overview
Introduction to Big Data Concepts
Big Data Use Cases for PeopleSoft Applications
Q & A
6. What is Big Data?
• Three Characteristics of Big Data:
• Variety, Volume and Velocity
7. When is Big Data a Big Fit ?
• Complex information processing is needed
• Unstructured data needs to be turned into structured data
• Queries can’t be reasonably expressed using SQL
• Heavily recursive and complex algorithms
• Machine learning
• Data sets are too large to fit into database RAM, discs, too many
cores (10’s of TB up to PB)
• Data value does not justify expense of constant real-time
availability
• Results are not needed in real time
• Fault tolerance is critical
• Significant custom coding would be required to handle job
scheduling
8. Big Data Lingo
Component Details
1 Hadoop File System
3 PigLatin
2 MapReduce
4 Hive
5 Zookeeper
Open source distributed file system. Master/slave architecture. Scalable,
fault tolerant distributed file system.
Applications need streaming access to data
Batch processing rather than interactive user access.
Large data sets and files: gigabytes to terabytes size
Distributed programming Model. Powerful framework for parallel
computation.
Map: Apply a function to every object in a list . Each object is independent.
Reduce: Combine the results to produce a final result
Pig is a platform for analyzing large data sets. Pig's language is Pig Latin,
lets you specify a sequence of data transformations.
SQL-like query language called QL
Data warehouse system that provides SQL interface.
Data structure can be projected onto unstructured underlying data
Centralized service for maintaining configuration information,
naming, providing distributed synchronization, and providing group
services.
Text Search and Indexing6 Lucene / Solr
Column oriented, non-relational, schema-less, distributed database
Table is made of any number of regions.
Random, real-time read/write access to Big Data
7 HBase
11. • Computer Generated Data (Ex: Log files etc.)
• Human Generated Data (Ex: social networks)
• Image Analytics, Web Data Analytics
• Enterprise Search
Big Data Use Cases:
How can PeopleSoft customers benefit?
Bring Big Data into your Business Process
12. Bringing Big Data into your Business Process
Data from
PeopleSoft
Unstructured Data
from Hadoop
Analyze
Reports &
Dashboards
Downstream
Process
Business Process Management
13. PeopleSoft
Big Data Management Solution
Dump various files in HDFS
• PeopleSoft log files
• Data Feed from external
sys
• Data from other Internal sys
• Files from Govt.
Organizations
• Interface files
• Social Feed
• Supplier files
• D&B Data
• Agency Data
• Global Orgs Data
• Bank Files
BigData
Smart BigData
Management
BI: Reports and Dashboards
• Analytics
• Reporting
• Business Process
Management
• Task Management
• Downstream
Actions
• Workbench
• Integration Packs
• Approvals
• Out of the box PSFT
integration
Few Use cases:
• Supplier Diversity Reporting
• Tax Reconciliation
Dashboard
• Financial Recon Dashboard
Dump PSFT data files in HDFS
BigData
Few Use cases:
• Financial Data
• Personal Data
• Feed to other systems
Process
Actio
ns
Tasks
Few Use cases:
• Notify Suppliers, customers, employees
and Govt. agencies
• Web Service that can be accessed by
external systems
• Start PeopleSoft business process actions
• Risk Analysis – Follow on tasks
Downstream
Tasks
14. • Big Data - PeopleSoft Integration
SmartERP Vision
• Smart Analytics Adapters for PeopleSoft – Big Data Common Use Cases
• PeopleSoft Infrastructure Analytics
• Vertical Solutions for Federal, Education and Healthcare
• Down-stream task processing
• Vendor, customer, employee notification
• Interface to External Big Data Systems
• Risk Analysis of various parties
15. Use Case 1: Tax Dashboard and Reconciliation
Select Fin
Transactions
• Sales Tax data
from Order
management
and Billing
• Use Tax data
from Accounts
Purchase Orders
and Payables
• Data for Specific
Period,
Department,
Location,
Customer etc.
Tax File dumped
to Hadoop
• Dump data from
ADP tax file into
Hadoop
• Process the
metadata
• Validate the
data
Analyze and process
the data from both
sources (PS &
BigData)
• Based on Your
TaxManager
requirement
massage the data
• Summarized taxes
based on various
reporting
dimensions
Reconciliation
Dashboard
• Dashboard
requirements
• Drilldown into PSFT
from dashboards
• Discrepancies
presented
Fin Transactions
• TaxManager to
take actions to fix
the discrepancies.
• Notifications to
customers on
expired tax exempt
certificates
• Adjust the Tax Filing
Process
16. Use Case 1: Tax Dashboard and Reconciliation--DEMO
Solution Details
Analytics and Reporting
• Dashboard and Reporting built on Taxware Tax
file loaded into Hadoop
• PeopleSoft Tax tables
Downstream Tasks
• Sales tax and Use Tax export file dumped into
Big Data and processed by Smart BigData
Management
• Tax amount discrepancies are found for various
dimensions
• Tax manager is notified to reconcile the
discrepancies between PeopleSoft GL and
Taxware system
• Customer Tax Exemption certificates processing
Tax Reconciler Demo
17. Use Case 2: Supplier Diversity Process
Select Vendor
Data and
Payment
Transactions
• Review
PeopleSoft
Vendor Master
data
• Select the
payments
processed.
Supplier files
dumped to Hadoop
• Dump supplier
data from
various sources
into Hadoop
(Ex: Federal
Contractor
Registry, D&B
Feed,
Procurement
department of
all State
governments)
• Search the
diversity of the
suppliers based
on the
requirement.
Analyze and
process the data
from both sources
(PS & BigData)
• Based on Your
Procurement
department
requirement
massage the
data to analyze
the diversity of all
the vendors.
• Summarized
payments based
on various
reporting
dimensions
Reconciliation
Dashboard
• Generate
Supplier diversity
reports
Refine
Procurement
policies
• Notify
Procurement
department for
additional
processing
• Notifications to
suppliers on
expired
certificates
18. Use Case 2: Supplier Diversity Process
Solution Details
Analytics and Reporting
• Dashboard and Reporting built on PeopleSoft vendor
Tables.
• Supplier Diversity feed from various organizations used
to categorize the PeopleSoft vendors
(Few Org: CCR, D&B, MBE, WMBE, All State Gov.)
Downstream Tasks
• Procurement Department will be notified based on
exceptions.
• Suppliers with expired certificates will be notified
Benefits
• The competitive advantage afforded your organization
through effective supplier diversity.
• Allows for better supplier diversity related purchasing
decisions.
• Promotes business opportunities for diverse businesses.
• Generates various supplier diversity expenditure reports.
20. Example of Downstream Processing of Supplier Data
Vendor Ethnicity info
can be
automatically
updated &
maintained within
PeopleSoft from a
Big Data source
23. Use Case 3: Risk Analysis using Vendor Feeds during Vendor Onboarding Process
Vendor
Onboarding
Process
• Configure
Smart
Vendor
Onboard
Process
based on
requiremen
ts
Supplier files
dumped to
Hadoop
• Dump
supplier
data from
various
sources for
Risk Analysis
Analyze and
process the
data from both
sources (PS &
BigData)
• Perform the
Risk Analysis
based on
requirements
Risk Analysis
Dashboard
• Generate Risk
Analysis
dashboard
and Reports
based .
Take
Necessary
Actions based
on the Risk
Analysis
information
• Notify
Supplier
• Notify
Procurement
department
24. Anti-Money Laundering Analysis
D&B Data Analysis
Good Faith Certificates
Business Continuity Analysis
Office Supplies Inc.
Pending Tasks: 6
Notifications: 4
Review Application Supplier Forms Risk Analysis Analytics
Downstream
Process
Performance Analysis
Use Case 3: Smart Vendor Onboarding Process Viewer--Risk Analysis Step
25. Notify Vendor on Risk Analysis Outcome
Update Internal Systems with Downstream Actions
Office Supplies Inc.
Pending Tasks: 6
Notifications: 4
Review Application Supplier Forms Risk Analysis Analytics
Downstream
Process
Use Case 3: Smart Vendor Onboarding Process Viewer--Downstream Actions based on
Risk Analysis
26. Summary
We are at an inflexion point:
Organizations which learn to
leverage big data will
far outperform those who do not.
- McKinsey report on Big Data
27. Do you have a use case to integrate your
unstructured data with PeopleSoft ?
What is Your Use Case ?
28. For more information visit the
Exhibit Hall or smarterp.com.
Kirk Chan
Vice President, Business Development
Smart ERP Solutions, Inc.
E-mail: kirk.c@smarterp.com
Ramesh Panchagnula
Co-Founder/President
Smart ERP Solutions
E-mail: ramesh.p@smarterp.com
29. This presentation and all
Alliance 2013 presentations
are available for download
from the Conference site at
www. alliance-conference.com
Presentations from previous meetings are also available