32
1 – Company Confidential – September 21, 2011 Smarter Analytics for Marketing Services Providers Introduction to Sybase IQ Jason Lawrence – Territory Account Manager Doug Hoover – Principle Systems Consultant Marketing Optimized: Intelligence to Action Unleash Business Analytics Across the Enterprise with Sybase® IQ

2008 WWFO PERFORMANCE - chiboug.org · 1 TPC ASE performance record ... • High query performance with minimal tuning ... application performance and scalability with Sybase IQ

Embed Size (px)

Citation preview

1 – Company Confidential – September 21, 2011

Smarter Analytics for Marketing Services 

Providers

Introduction to Sybase IQ

Jason Lawrence –

Territory Account Manager

Doug Hoover – Principle Systems Consultant

Marketing Optimized:Intelligence to Action

Unleash Business Analytics Across the Enterprise with  Sybase®

IQ

2 – Company Confidential – September 21, 2011

WHO IS SYBASE?Sybase delivers enterprise software to manage, analyze and mobilize information.

 Sybase delivers mission‐critical 

enterprise software to manage, 

analyze and mobilize information. 

Sybase is recognized globally as a 

performance leader, proven in the 

most data‐intensive industries and 

across all systems, networks and 

devices.

Over 27 years providing enterprise software ‐ 4000+ employees in 60 countries ‐ July 2010 – Became part of SAP 

Excellent financial stability ‐

2009 Best year in company history ($1.132B)‐15% of Revenues are invested back into R&D

Market Leadership ‐

9 Gartner Magic Quadrants ‐

3 Forrester Waves‐ #1 IDC Mobile device mgmt‐

#1 LinuxWorld best database‐

#1 Best Wall St data solution‐

1 TPC ASE performance record‐

1 TPC SQL Anywhere price record‐

1

Guinness World Record

3 – Company Confidential – September 21, 20113

ONE SIZE DOES NOT FIT ALL IN THE DATABASE  WORLD

Mobile and Embedded Analytics and ReportingOLTP and Decision Support

SQL Anywhere (Mobile Leader)

• Mobile database leader with 73% market share

• Mobile middleware market leader

• Leading embedded database vendor

• More than 20,000 corporate customers in 

50 countries

• Over 80% of the Fortune 100

• Largest mobile application in the world with

more than 10 million users

Adaptive Server Enterprise –

Online Transaction Processing

• Worlds first programmable RDBMS

• More than 50% of worlds stock trades

run

on Sybase ASE

• More than 55% of Wall Street

• Awarded “Most Favorite”

Linux Database

by

Linux World Magazine

• Performance Leader

Sybase IQ – Column Based Analytics

• 10 to 100s times faster

than traditional RDBMS

• Data compression instead of data explosion

• Unique Architecture designed for analytics

• Over 2000 customers

world wide

• Easy

to implement and maintain

• Scalable

from gigabytes to petabytes and from

10s of users to 1000s of users 

IQCPUCPUMemCPUCPUMem

IQCPUCPUCPUMemCPUMem

IQCPUCPUMemMemMemMem

IQCPUCPUCPUCPUMemMem

IQCPUMemCPUMemCPUMem

Fiber Channel

Dashboards

Database Management Requirements

Trading

Order Processing

Mobile WorkflowMobile SalesCustom Mobile App

Calendar

InBoxTimecardExpenses

4 – Company Confidential – September 21, 2011

Data ServicesData Services

Real-Time Report Server

Reporting /DashboardingReporting /

Dashboarding

ReplicationServer

Transactions Transactions Data Warehouse

SYBASE BI ARCHITECTURE & ECOSYSTEM

Mainframe

IBM DB2

Microsoft SQL Server

Oracle

Sybase ASE

Trading

Order Processing

Provisioning

Inventory

Financials

Enterprise Modeling

Analytics

PowerDesigner

5 – Company Confidential – September 21, 2011

SAP AND SYBASE ANALYTICS: DELIVERING A COMPLETE BI 

STACK THAT INTEGRATES BOTH DATA PREPARATION AND DATA USAGE 

Answers

SAP EIM SAP BI / Apps

IQ

Sybase IQ

Data Warehousing

Data preparation Data Usage

Data Modeling / Database Design Tool

Data Replication

Event Processing

Sybase IQColumn-based analytics server

IQ

Sybase PowerDesigner Leading Data Modeling Tool

Data Warehousing

Sybase Replication Server, Data movement & real-time synchronization

Sybase Aleri Streaming Platform (CEP), stream event data enabling Operational BI

+EIM

6 – Company Confidential – September 21, 2011

SYBASE IQ: THE MARKET LEADING COLUMN  BASED ANALYTICS SERVER

What Is Sybase IQ• A highly optimized analytics server/engine

designed to 

address challenging reporting and advanced analytics 

infrastructure requirements

Business Challenges Addressed• System performance bottlenecks and unacceptable 

delays in business analysis due to exploding data volumes 

and increasing data complexity

Competitive Advantage• Speed and Flexibility

10x‐100x faster query 

performance, Ad‐hoc queries, In‐DB Analytics

• Lower TCO

Compression, Data Partitioning, Commodity 

Hardware, Better Price‐Performance

• Mature & Proven

– 1900 customers, 3300+ unique 

deployments

Market Presence• Designated as a market leader in the data warehouse 

space by Gartner and Forrester

BNP ParibasReporting (3x)

Transunion Analytics (6x)

Spice TelecomDisc savings (50%)

Wellmark(Health insurance)4x

5x

3x5x

All joint IQ

&

BOBJ customers

7 – Company Confidential – September 21, 2011

REAL WORLD BENEFITS OF SYBASE IQ FOR BI SUITE

8 – Company Confidential – September 21, 2011

SYBASE IQ – HOW IT WORKS

9 – Company Confidential – September 21, 2011

SYBASE IQ: DESIGNED FOR FAST ANALYTICS

Data is stored by columns•

Each column is stored separately–

Bit‐mapped index–

Index on every column–

Indexes are compressed•

Columns can be partitioned

Optimized storage •

Normal compression of 40%‐90%–

Database smaller than input data–

Includes indexes

Fast load and query•

Large 128K+ page sizes versus 2K 

page‐size in traditional

Produces high performance even 

with less expensive and larger 

SATA disks

Engine only retrieves columnsused in the query•

Reduces system I/O dramatically–

Average 90% less than competition•

Permits better data manipulation–

Easy to alter and manage• VLDB Support

Partition data on any attribute

Unrestricted schema design•

Cost savings on warehouse design•

Can greatly reduce ETL workload 

and latency

Design based on application use–

Flat, Star, Relational, Snowflake–

Any schema•

Also allows simplified, flattened 

RCUBE‐type designs

10 – Company Confidential – September 21, 2011

THE SYBASE IQ DIFFERENCE:Column‐Based Architecture

Conventional Database

c 5

c 4

c 3

c 2

c 1 …c

9c 8

c 7

c 6

r1

r2

r3

r4

r5

SYBASE IQ

c 5

c 4

c 3

c 2

c 1 …c

9c 8

c 7

c 6

r1

r2

r3

r4

r5

Data is stored & retrieved vertically 

Each column is stored separately – the data is the index

Retrieve only columns used in the specific query; no unnecessary processing

Dramatically reduce system I/O – dramatically increase query speed and accuracy

Data is stored & retrieved horizontally

Querying without indexes and views is extremely I/O intensive

Building indexes and views is a huge time and resource drain, and views/summaries do not give complete picture

Database footprint must be dramatically expanded to make the environment efficient for querying

11 – Company Confidential – September 21, 2011

SYBASE IQ: REDUCED DISK ‘HITS’= FASTER  QUERY RESULTS

Example Query: How many MALES buy INSURANCE in OHIO?

800 Bytes/Row

Gender

M

M

F

M

M

10M

ROWS

State

NY

TX

CT

OH

IL

VA

Row‐based

RDBMS

Insurance

Y

Y

N

Y

N

10M Rows x 800 Bytes4KB Page = 

2,000,000 I/Os

Process large amounts of unused data

Often requires full table scan or space‐intensive indexes and materialized views

M Y VA

M N OH

F Y NY

M N OH

Gender Insured State

+ +1101

1101

10M

Bits

10M Bits x 3 column16KB Page

=    234 I/OsColumn‐based Sybase IQ

0101

10M

ROWS

12 – Company Confidential – September 21, 2011

EXAMPLE (ACTUAL CUSTOMER)

Sybase IQ improves query performance 50x over Oracle

Oracle Total: 

519 minutes(31,196 seconds)

Sybase IQ Total: 

10 minutes (603 seconds)

13 – Company Confidential – September 21, 2011

PROVEN DATA COMPRESSION SAVINGS  WITH IQ

Sybase IQ Data Compression: saves money – saves time

Compression over Raw Data:   3.45x

Compression over Row‐Based (Oracle, DB2, etc.) Warehouses:   10x

14 – Company Confidential – September 21, 2011

LOAD

Conventional DBMS

Summaries Aggregates

1 – 2 TB

Indexes0.5 – 3 TB

Base table “RAW data” no indexes0.9 – 1.1 TB

2.4-6TB

Same INPUT data: “Conventional DW” is 3x-6x larger than

Sybase IQ DW

Base table: 0.2 - 0.5 TB

Indexes: 0.05 - 0.3 TB

Aggr/Summ: 0 - 0.1 TB0.25 - 0.9

TB

INPUT DATA:

1 TBSource: flat files,

ETL, replication, ODSLOAD

DATA COMPRESSION DRAMATICALLY REDUCES STORAGE AND 

MAINTENANCE

15 – Company Confidential – September 21, 2011

MPP with Virtual Data Marts (VDM) — a deeper look

SYBASE IQ 15.3 PLEXQ®

SAN FabricSAN Fabric

Full Mesh High Speed Interconnect

VDM1

VDM2

Shared

Characteristics         • VDM and works via login permission control

• VDM can isolate applications, workload, users

• DQP within VDM boundaries only

• Dynamic/scheduled resource reassignment b/w VDM

Characteristics         • VDM and works via login permission control

• VDM can isolate applications, workload, users

• DQP within VDM boundaries only

• Dynamic/scheduled resource reassignment b/w VDM

Advantages• Effective user group assignment to resources

• Effective workload isolation and partitioning• Elastic, flexible resource provisioning/utilization• Economical scalability

• Ideal for MPP AND concurrent workload

Advantages• Effective user group assignment to resources

• Effective workload isolation and partitioning• Elastic, flexible resource provisioning/utilization• Economical scalability

• Ideal for MPP AND concurrent workload

16 – Company Confidential – September 21, 2011

Scenario 1Scenario 1

Application intent: delinquency trend balance by periodExecution characteristics: distributed scans, joins; near linear speed up ~35% per node

Beta program findings

DQP Response TimesDQP Response Times

Configuration: 8 machines with 8 cores eachConfiguration: 8 machines with 8 cores each

SYBASE IQ 15.3 PLEXQ®

17 – Company Confidential – September 21, 2011

SUMMARY / RECAP  

18 – Company Confidential – September 21, 2011

SYBASE IQ: RECAP

How Sybase IQ leverages multiple approaches to scalability and performance

• Dynamic load balancing ability• Superior performance under heavy concurrent usage• Scale compute and storage separately

• Reasonable cost to scale out• Avoid being locked into a single vendor• Flexibility to adapt to technology trends

• Built from the ground up for analytic workloads• High query performance with minimal tuning• Efficient compression lowers storage requirement

Shared nothing MPP 

Non‐proprietary hardware platform

Column‐based RDBMS

19 – Company Confidential – September 21, 2011

SAP AND SYBASEA complete BI analytics stack

Operational

Packaged Applications

SAP BusinessObjects EPM, SAP BusinessObjects BAS,SAP BusinessObjects GRC

Business Intelligence Tools

Web Intelligence, Crystal, Xcelsius, Explorer

SAP BusinessObjects 

Business Intelligence 

Platform

Event Processing Event InsightSybase Event Stream 

Processing

Data Warehouse / 

Analytics

SYBASE IQ / SAP HANA

Data IntegrationData Services(Integration & 

Quality)

Master Data 

Management

Information 

Steward

20 – Company Confidential – September 21, 2011

IQ & SAP BUSINESSOBJECTS SYNERGIES

•Certified access with and without Semantic layer

•Faster query times• For ad‐hoc queries and analyses• For batch creation of reports (keeping time windows, SLAs, etc. ...)

•DBA support for the optimization of queries no longer necessary • Self‐service BI without IT bottleneck• More flexibility for query definition

•No aggregation tables, high data compression• More (detail) data available for analysis purposes

• Clear modeling

•More sophisticated queries and reports

In combination with SAP BusinessObjects front‐ends

21 – Company Confidential – September 21, 2011

SYBASE IQ –

SUMMARY

Sybase IQ is a proven, high‐performance, and scalable analytics server that can maximize 

the performance of SAP BusinessObjects applications when analyzing large historical, 

persistent data sets. 

Optimize your SAP BusinessObjects 

application performance and scalability with Sybase IQ.

LOBLOB ITITAUDIENCE

BUSINESS 

NEEDS

KEY MESSAGE

• Just‐in‐time business decisions – near 

real‐time, ad hoc analysis and data mining

• Predictive analytics (“windshield views”) 

– enriched in‐database analytics 

• Full text search and federated analytics• More analysis for more users in less time 

– on‐demand, self‐service access

• Faster ROI –

leading best‐in‐class products 

work together out‐of‐box

• Speed and flexibility – 10‐100x faster ad 

hoc query performance

• Lowest TCO –

compression, data 

partitioning, commodity hardware, price‐

performance, resource utilization

• Less burden on IT –

fewer resources, 

faster implementations, less hardware

• Performance optimization – integration 

across the BI stack

.• Mature and proven – 1,900 customers and 3,300+ unique deployments• Market Leader position in DW – Gartner Magic Quadrant and Forrester Wave

MARKET 

PRESENCE

23 – Company Confidential – September 21, 2011

THANK YOU

24 – Company Confidential – September 21, 2011

WHAT ANALYSTS SAY

Gartner

• “During the past few years, Sybase has shown increased ability to move from offering an analytic data mart to offering an enterprise data warehouse DBMS. “

• “The company has consistently won POCs with analytic applications, sometimes with performance 100 times greater than its competitors. “

• “We believe Sybase will achieve increased market share growth in 2011 and beyond. “

Gartner, Jan 2011 MQ for DW Database Mgt Systems

Forrester• “Sybase’s mature columnar EDW platform, coupled with a fresh injection of development capital from new parent SAP, gives it a competitive advantage.”

• “Expect SAP Sybase to leverage these strengths, plus intensify its focus on in-memory and in-database analytics, to grow its share of the EDW market among large enterprises requiring robust real-time analytics solutions.”

Forrester, Jan 2011 EDW Platform Wave

25 – Company Confidential – September 21, 2011

WHAT CUSTOMERS SAY

“We are able to deliver one data 

warehouse for all of our applications at 

one‐third the storage

of conventional 

technologies, while seeing 

performance gains as advertised.”

— Kim Ross 

CIO, Nielsen Media Research

“We have seen remarkable 

improvements

in productivity, and 

big decreases in training, support, 

and hardware costs."

— Jeff Butler 

Director of Research Databases, 

Office of Research, U.S. Internal 

Revenue Service 

“The IBM and Sybase IQ 

combination offers unbeatable 

cost/performance

and gives S&H a 

competitive edge in retail 

analytics."

— Steve Ritacco

CTO, S&H Solutions

"This is an across‐the‐board upgrade 

that provides a whole new, entirely 

different, experience for users

especially power users."

—Dan Feshbach

CEO, LoanPerformance

“The customers say it is incredible.

They are blown away

by what they 

can do."

—Henri Asseily 

Chief Technology Officer and Co‐

founder, Shopzilla

“This architecture is presented as a 

model

for other divisions

and agencies for data 

warehousing.." 

— Sam Foster, President 

FosterSoft, SEC contractor 

“Our customers benefit directly as well. The speed improves our 

ability to mine the data and produce results

for our customers 

much more quickly. That helps them market more effectively and 

generate more business.”

— Ric Elert 

Vice President of Engineering, comScore 

“Using Sybase IQ, we can deliver services we 

never thought possible, and which will benefit our 

public and private sector customers immeasurably 

for years to come."

— Alison Mackenzie, manager of the HALOGEN 

project, Mott Macdonald

26 – Company Confidential – September 21, 2011

CUSTOMER EXAMPLES

27 – Company Confidential – September 21, 2011

JOINT SAP BOBJ AND SYBASE IQ  CUSTOMERS

BNP was experiencing substantial growth in the use of their Web-based BOBJ reporting application and chose Sybase IQ to accelerate online transactions. RESULT: online customers generated twice as many reports 3x faster, freeing up OLTP resources.

Spice Telecom was able to populate a data warehouse with raw mobile and landline call data, analyzing data sets not previously possible, opening access to all departments. RESULT: achieved a 10x performance improvement with Sybase IQ.

REPORTING (3x) DISC SAVINGS (50%)TransUnion was able to process more than half a billion records each month with different data formats from different sources. RESULT: achieved enhanced data management, higher query speeds, lower costs, and a future-proofed system with Sybase IQ.

ANALYTICS (6x)

Sybase enables Business Objects users to dramatically improve their analytics 

performance with higher query speeds and faster reporting.

Wellmark chose Sybase IQ as its analytics server to decrease reporting times and claims processing, as well as centralizing data silos at the enterprise level. RESULT: reduced software costs by 200- 300% and dramatically reduced people and hardware costs.

SOFTWARE SAVINGS (300%)

28 – Company Confidential – September 21, 2011

CHALLENGESpice Telecom, a large telecommunications company in India, needed to populate a data warehouse with raw mobile and landline call data.

SOLUTIONSybase IQ, ASE, Replication Server, PowerDesigner, SQL Anywhere

RESULTS10x improvement in performance Analyzes data sets not previously possible Decreases query times from hours and days to minutes Reduces storage needs by 50% Creates new ad hoc query possibilities Opens data warehouse access to all departments

CASE STUDY: SPICE TELECOM

29 – Company Confidential – September 21, 2011

CHALLENGEWellmark is a healthcare payer, processing millions of claims annually for its members, with increasing data volumes they needed to decrease reporting times and claims processing

SOLUTIONSybase IQ, PowerDesigner

RESULTSDB2 Required 3-4X more hardware5X less people to manageSoftware expenses reduced by 200-300%Hardware 5X less costly (compression) as compared to DB2. Centralizing existing data silos at the enterprise level, using PowerDesigner for

modeling into the data warehouse

CASE STUDY: WELLMARK

30 – Company Confidential – September 21, 2011

CHALLENGESourcing data from literally thousands of source systems at thousands of differentdata suppliers meant that TransUnion was processing more than half a billion records each month. Added to that was the complexity of the data, sourced in a variety of different formats, and containing distinctly different content such as financial, legal or public record information

SOLUTIONSybase IQ, PowerDesigner

RESULTS•Enhanced data management•Higher speeds•Future-proofed system•Lower costs

CASE STUDY: TRANSUNION

31 – Company Confidential – September 21, 2011

CHALLENGEBNP experienced substantial growth in the use of their web-based BusinessObjects reporting application for their investment customers wishing to monitor their portfolios, causing a dramatic drop in performance for report generation.

SOLUTIONSybase IQ, ASE, Replication Server, PowerDesigner

RESULTS•Allows online customers to generate twice as many ad hoc queries•Provides customized financial portfolio reports •Speeds report generation by 3X•Frees OLTP database resources to accelerate online transactions•Reduces stress on the system architecture by pushing rather than polling reports•BNP Paribas can now keep up to 10 years of data online for trend reporting and advanced analytics

CASE STUDY: BNP PARIBAS

32 – Company Confidential – September 21, 2011

THANK YOU