Oracle10g Database:A Spatial VLDB Case Study

Xavier R. Lopez Director, Server Technologies

Oracle Corporation

Session id: 40125

Overview Role of Spatial Database Technology Oracle Spatial & Locator Benefits of Oracle 10g in large systems What’s Coming in 10g VLDB Case Study – UK Ordnance Survey

Why Use a Spatial Database? Every Oracle DBMS is a Spatial database Integrate location & Business data in RDBMS Open Access - no proprietary types High Performance – 64 bit Integrity managed by DBMS Scaleable: Supports Terabytes of Data Scaleable: Supports 1000s of Users Easy to Program – SQL, Java, XML Security and Reliability Short & Long Transaction Management You already license it !!

5

Early Spatial Systems: Hybrids

Attributes in database Geometries in

proprietary data files Poor integration No access to spatial data

from IT

AttributesGeometriesGeometriesGeometries

GIS

IT

SQL

blobs

• Attributes in database• Geometries in database - but

in proprietary binary format• IT can access geometries via

proprietaty interfaces only• Poor integration

6

Open Spatial Databases

GIS

eBusiness

GeometriesAttributes

SQL

• Spatial is native DBMS type • Attributes and geometries

integrated in database• Supported by all GIS • Supported by eBusiness

applications• Spatial data queried using

SQL, Java

SQL

GISGIS

eBusinesseBusiness

DesignTools

XML Database

Business Intelligence

Mobile &Wireless

JDeveloperTools

3rd party GIS

Tools

ERP

Applications

Oracle Stack is Spatially Enabled

CRM

Applications

SpatialSpatial

8

Differentiating Oracle eBusiness Suite with Location Capability

Competition (SAP, Siebel, SAS)

No native location capability

Location requires 3rd party tool and integration cost

Multiple data models 3rd party proprietary

BLOBs or Long Raws Complex technical support

Oracle eBusiness Suite Integrated Location

capability No additional mapping

tools or integration needed Single data model Native Spatial format Out-of-the box feature &

support

9

Location is Integrated throughout Oracle Platform

Weather

Positioning

Sensors

Field Obs.

CRM

Business Intell

Push

Pull

TelemetryServices

Map Rendering

Wireless LBS

SpatialComponents

Clients

Application Server 10g

Oracle10g

e-BusinessApplications

Soap XML

Location Features Oracle Stack

Locator…

Spatial…

ERP

10

Location Components

Location-enabled Enterprise:Complementary Roles

CRM/ERP Business Intelligence

SQLSQL XML/SOAP

Oracle Spatial 10g

Integrating Spatial & eBusiness

Location adds significant value providing graphical view of supply chain, assets, customers, suppliers

12

A Spatially-enabled Database

Generating Map Data from Oracle Spatial Tables

Fisher Circle

85th St.

Coop Court

Road

ROAD_ID

1

2

3

SURFACE

Asphalt

Asphalt

Asphalt

NAME

Pine Cir.

2nd St.

3rd St.

LANES

4

2

2

LOCATION

14

How Spatial Data Is Stored in 10g?

Data type

Geographiccoordinates

15

Performing Location Query on Oracle 10g

Find post offices within 3km to my office?

Mai

n S

tree

t

163 Island Park Dr.

K1Y 2C3

+ Station B K1Y 2C43 km

+ Station P K1Y 2C3

SQL> SELECT P.Post_Office_Name, P.Address 2> FROM Post_Offices P, 3> Address_Master A 4> WHERE 5> A.St_Address =‘163 Island Park Dr.’ 6> and A.City = ‘Ottawa’ 7> AND MDSYS.SDO_WITHIN_DISTANCE( 8> A.Location, P.Location, 9> ‘distance=3’) = ‘TRUE’;

16

Oracle10g Spatial Capabilities

R-tree index Native Spatial Type Spatial Operators Spatial Reference System Long Transactions Parallel Index & Query Geodetic Support

Oracle10g Location Features

Locator Points, lines, polys 2D, 3D, 4D data Spatial Operators

– Within-distance– Spatial Relations

Coordinate Systems Long Transactions

Table Partitioning* Object Replication* Oracle10g Standard &

Enterprise

Spatial All Locator features Linear Referencing Spatial Aggregates Coordinate Transforms Network Data Model Topology Data Model GeoRaster Geocoder Spatial Analytic

Functions Oracle10g Enterprise Option Only

* Available on Enterprise Edition Only

Extensible Database Framework

Optimizer

Query Engine

Index Engine

Type Manager

Exten

sibility

19

Securing Spatial Information

Accesscontrol

Privacy &integrity of

data

Comprehensiveauditing

Boundary a

Infrastructure

Building a

Point c

Boundary c

Infrastructure D

Point b

Boundary b Point a

Building bInfra B

Build D Infra C

Building C

Network Security

Privacy &integrity of

communications

Authenticate

User Security

Data Security

Points of Interest

Buildings

Infrastructure

Boundaries

20

9i R1 Performance Enhancements

R-tree index creation up to 20% faster than 8i Partitioned local indexes provide additional performance

gains for queries on large datasets, and concurrent queries and updates

Spatial aggregate functions speed retrieval of large sets of SDO_GEOMETRY objects

WITHIN_DISTANCE queries run up to 40% faster with R-tree indexes

VALIDATE_GEOMETRY function runs 200% faster depending on the complexity of the geometries

21

9i R2 Performance Enhancements

R-tree indexes are created 50% faster than 9i R-tree update performance increased significantly Parallel index builds dramatically reduce R-tree

index creation for large non-point spatial datasets Spatial queries using secondary filters on geodetic

data run up to 40% faster Applications that execute WITHIN_DISTANCE

queries on linear features perform 30% faster.

22

Ten Spatial “Tips of the Trade”

1. Use R-Tree Spatial Indexes for your GIS applications!2. Ensure USER_SDO_GEOM_METADATA extents are correct (for longitude/latitude, must be (-180,180) (-

90,90)

3. Ensure tolerance is set correctly in USER_SDO_GEOM_METADATA.

4. Always Validate geometries using either: SDO_GEOM.VALIDATE_GEOMETRY_WITH_CONTEXT or SDO_GEOM.VALIDATE_LAYER_WITH_CONTEXT functionS

5. Spatial objects must use 4-digit notation for types

6. You can load spatial data through your GIS tool, Oracle SQL*Loader, or other 3rd party tools (eg. Safe FME)

7. Consider binary access only when single geometry exceeds 1M ordinates

8. Use Realistic Generalized Layers

9. Spatial objects must use 4-digit notation for types

10. Use DBMS tracing to identify performance bottlenecks

Oracle Spatial 10g Enables Critical Grid Capabilities

Integrated Data Management

Seamless Datasets Supports Complex

Workflows Easy to Manage & Program High Performance Supports Terabytes of

Data Supports 1000s of Users Fast Transactions Parallelism Bulk Load Utilities

Open/Standards-based Reliable Scalability Distributed/Replication Partitioning Version Management History Management Security Multi-platform Support

24

What the Analysts are Saying about Oracle

Spatial… “In repeated surveys, IDC has found that

Oracle is used in an 80%-90% share of Spatial Information Management oriented database installations.”

IDC, December 2002

25

The Dominant Spatial Database

National Mapping, Cadasters & Hydrographic Agencies– NIMA, USGS, US Army, Ordnance Survey (UK, IR, NI), Denmark, Sweden, The

Netherlands, Poland, Australia Transportation Management

– California, Iowa, Florida, Maine, Maryland, Minnesota, New York, Oklahoma, Pennsylvania, Alabama, Alberta, London Rail, Netherlands Transport, Australia, Austrian Rail, German Rail

Telco & Wireless LBS– AT&T, Bell South, Cingular, DoCoMo, KDDI, Intrado, JPhone, Nextel, Sprint, T-

Mobile, Telkom, Telenor, Telstra, Telus, Telia, Cellcom, Verizon, VIAG, Vodaphone, Wind

Utilities– Omaha Public Power, Reliant, US DoE, Western Power Corp, Severn Trent, Bejing

Power, Czech Telem, Copenhagen Energy, Electrable, Gaz de France, Hydro-Quebec, Equitable Resources, Nova Naturgas, Sao Paulo Electric,

Local Authorities– New York City, Chicago, Los Angeles, San Jose, San Mateo, Washington DC,

Cleveland, Detroit, Phoenix, Winnipeg, Vancouver, Edmonton, Stockholm…

26

What’s coming?

Upcoming Spatial 10g Features

Network Data Model Topology Data Model GeoRaster Geocoder Spatial Analytic Functions MapViewer

28

10g: Network Data Model Network Data Model

– A data model to store network (graph) structure in the database

– Explicitly stores and maintains connectivity of the network– Attributes at link and node level

Routing Engine– Street navigation for single or multiple destinations– Provide network analysis functionality in the database

Supports network solutions (Tracing & Routing)– Transportation and Transit Solutions– Field Service, Logistics– Location based Services and Telematics

VP: Bio-Info Pathways (Life Sciences)

29

10g: Topology Data Model New data model to store persistent topology

– Easier to do data consistency checks in this model

– Example: when the road moves, the property boundary automatically moves with it

Topology Data Model and Schema– Describes how different spatial features are

related to each other– A land parcel shares the boundary with a road

10g continues to support transient topology– Topology computed on demand

Conference Center

Oracle Pkwy

30

10g: GeoRaster What is GeoRaster

– A new data type to store raster data Satellite images, remote sensing data

– An XML schema to store Metadata Data source, layer information

– Geo Referencing information How to relate a pixel in the image to a

longitude/latitude on Earth’s surface Functionality

– Open, general purpose raster data model– storage and indexing of raster data

No size limit for each raster object– querying and analyzing raster data – delivering GeoRaster to external consumers

Publish as JPEG, GIFF images

31

10g Geocoder

Generates latitude/longitude (points) from address International addressing standardization Formatted and unformatted addresses Tolerance parameters support fuzzy matching 100% Java, open and scalable Record-level and batch processes Data provided by leading data vendors

32

10g: Spatial Analytic Functions Discovery based on Spatial Patterns

– Explicitly materialize spatial relationships

Usage– Insurance risk analysis, crime analysis– Demographic analysis, customer profiling– Epidemiology, Facility placement– Insurance Risk analysis:

cluster house-holds based on high risk neighborhoods

– Indentify business prospects across a region: examine the average incomes across different

regions of the space

MapViewer in Application Server 10gIntelligent Map Rendering & Analysis Component of Oracle Application Server Customized for the CRM/ERP Apps Vector and Raster visualization XML and Java Interfaces

New Features: Improved labeling and legend support Java map client lib and JSP custom tags Image theme & Customizable Image Renderer PNG and Macromedia Flash mapping support Multi-threaded geometry loading of themes Low Memory Requirements, increased performance New Security Features (admin login; password encryption)

Complying to Open Standards

OGC (GML,OpenLS ISO TC211 W3C Consortium (XML/Web Services) J2EE

SQL/MM

Berik Davies

Principal Consultant

Oracle Spatial at UK Ordnance Survey

36

Overview

Setting the scene – who are Ordnance Survey ?

Why build a new database ? Business Requirements Business Case High level Architecture Sizing and Hardware Summary

37

The early days …

The Tower of London 1841

38

Ordnance Survey in 2003 The National

Mapping agency of Great Britain

Turnover of £100m (US$160m)

1800 staff UK Government

Agency with ‘Trading Fund’ status

39

What does Ordnance Survey do ?

We capture data – surveying !

We store and manage data

40

… and we make products and sell them

What does Ordnance Survey do ?

OS MasterMap™ Strategi®Land-Line®

41

Current Environment

Existing systems lack agility

Difficult to integrate/interoperate

Very costly to maintain

Complex bespoke developments

DDMS DCS

Editors

HSM CMS

DCQTCSAPSFEP

DMS LMS

MOSAIC

GMSDef Reg

GRACE

CFS

eDCSCSAMGDW/S

Mercury(GOS)

ROADS

FTP

RAMS

GMS2

Sls & Mktng Stats

Prod Sched Systems

42

Why build new databases? (1)

‘Old World’ Land-Line®

‘New World’ OS MasterMap™(query on same area)

(complete tile)

43

Why build new databases? (2)

44

Business Requirements

Reduce deployment costs Reduce maintenance costs Improve data integration Improve systems integration Facilitate new product opportunities Increase business agility Store and maintain once, use many

times Standards and COTS based

45

Business Case for Oracle Spatial An open repository for our geospatial data Industry standard for spatial data in

RDBMS Robustness, reliability, scalability,

availability Part of the whole Oracle product family /

stack Strategic enterprise software within

Ordnance Survey

46

High-level overview – Maia & Mercury

Maia(maintenance)

Mercury(publication)

Custom

erD

ata

Col

lect

ion

Oracle 10G Spatial

47

DDMS

A-P CMS

DAOS/SDIT

DCS

OSCAR

DCQTCSComment

IN93 CT93 CTSU INSU

GEOSPATIAL SYSTEMS 1 (SSADM Contex t), READ ONLYSA/2001

Tue Apr 25, 2000 16:14Comment

Orig ina l Des ign Conc eiv ed and Drawn by Bry an L ingAmended fo l lowing R&A: 27-29 Marc h 1996 Vers ion 1.0

Updated by B Todd 19/05/97 v ers ion 2.0aUpdated by J Durnford 5/8/97

Is s ued Oc t 97 V2.0Updated by K Grims haw J une 1998

Is s ued J uly 1998 v 3.0Updated by K Grims haw Feb 1999

Is s ued Apri l 1999Updated by M Hodges Marc h 2000

Is s ued Apri l 2000 v.5.0

DCQC Quarantine Area

DC Server

(Pilot)

OS96 Fast Track

NSG concession

DFRSMQCSampling

HSM

PRISM

OCE plotter

HP plotter

DC Server FEP

Archive

Royal Mail DDMS WIP

BP A-P Team

A-PImprovement

Cell

Marketing Contractor

Sales &Marketing

Stats

TSF

50K RAMS

A-P ProjectsOffice

NLIS

OS96 PCS

Landplan

PS

MID

ELS

StatutoryUndertakers

HighwaysAuthority

GI Solutions

GRACE

Sales &Marketing

Stats

(AAP/EDIT)(BUS)

BoundariesAAP Edit

CountyStreet Atlas

MIDSCALES

DMS

PS Systems

SSMI

CountyStreet Atlas

CCD

OSCARWorkflow

DCS

Geospatial Data Systems Part 1

fo r clarity, the fo llowing data flows may no t shown on th is d iag ram:(1 ) Success/Failu re files(2 ) Request files3 ) Acknowledgemen t filesThey are shown in the app ropriate lower levels o f Data Flow Diag ram

NOTE:

repaired f ailures

repaired databanks

holdings liston request

inval. A-P sect .f ile ( f ailure)

I nvalid dmu +A-P update

InvalidA-P sect or I nvalid A-P

sect or f ile (f ixed)

repaired PRISMdmu AP updat e

holdings liston request

I nval. A-P sect .f ile ( f ailure)

invalid dmu +A-P update

invalidA-P sect or

I nvalid A-Psector f ile ( f ixed)

repaired PRISM dmu+ AP update

set quarant ineor rework f lag

init iat e sweep request

Defec t fi lesAc c es s databas e output

OS96 Defec t fi le

CI TF Def ect f ile

DCQTCS Error log

CI TF updat e f ile

Paper report to Produc tion

databas e update

50K TI FF

50K TI FF & T30 data

updated 50K TIFF/T30 data

ReworkOS96DMU

AP ex trac t

FSF

book ing res pons e refbook ing fi le

uncorrectedaccess +val f ails

R/O frozen AP datafor address range c reation

Traffic Managerfor address range c reation

Traffic Managerwi th addres s range data (NTF)

NSG c s v

+ as s . s treet data(app. E)

NSG c s v

+ as s . s treet data(app. E)

NSG c s v

+ as s . s treet data(app. E)

DMU s tatus updates

DMU s tatus queries

DMU s tatus queries

OSCAR av ai lab i l i ty

inst ruct ions

progressupdates

ta i lored OSCAR data(IFF)

OSCAR information

Route Manager data(IFF&NTF)

As s et Manager data

Traffic Manager+ DRI data

Network Manager data

Route Manager data

TOPODMU

Ac c es s read only query

AP-Q2 fi le

fi lm +paperp lots

c olourpaperp lots

metadata

ras ter data

ac c es s &v al idationfa i lures

Unfin is hedOS96DMU

Metadata

Conv ertedOS96DMU

OS93 DMU

UOS96(fin is hed)

c olourpaperp lots

fi lm +paperp lots

read only forms access

Interac tive forms access

DC week ly s tats

1:10Kras ter(TIFF)

new1:10Kras terdata

(TIFF)

metadata

databas emetadata

landplanras ter

landplan c i tfdata for

SPS agents

in terac tiv e forms ac c es s

address data(asc ii )

address data(asc ii )

wri te permis s ion in fo

RMupdates tats

A-P update & FSF

metadata

MQCs ampl ing

data(read only )

holdings list

pos s ib lec orrec tiv e

ac tion

PAF + Changes ;Pos tzonKeychain

c orrupt media,data for inv es tigation

reques ts to DDMS:

(1) databank(2) quarantine ex trac t(3) quarantine databank(4) quarantine reques t

read-only dmufor c hec k ing

(quarantine c opy )

ras terimages

address data(asc ii )

OSCARupdate

inf o

hold ingsl is ts onreques t

repai red databank s

c orrec tedac c es s + v a l fai ls

A-Ps ec tor

fi le

in terac tiv eforms

ac c es s

airphotographs

reques tfor

data

repai red dmu

interac tiveforms access repai red fa i lures

uni t pos tc odec o-ord inates

address data(asc ii )

A-P datato databank

A-P ex trac ted data

new/s upers ededdmu detai ls

dmu & us erin formation

Landl ine dataCITF

LandformProfi le

(c ontour)data

+ DTM

dmus (CITF)fi l tered for OSCAR

fai led dmu (CITF)

IDS fi ledmu, A-P

& defec t update

OS96Val idation

fa i lures

dmu ,A-P &

defec t ex trac t

ex -c ontrac tor(RRUC) dmu (CITF)

(updated)

orig ina l(RRUC)

dmu(CITF)

Map header in fo

fa i led A-Pex trac ts &databank s

As s et Managerfor DoT

(Highway s Agenc y )ta i lored v ers ion

update offroz en A-P datas et

updated(RRUC)dmus (RRUC) dmus

for update

dmu

DDMS

GEOSPATIAL SYSTEMS 2 (SSADM Co n tex t), READ ONLYSA/2 0 0 1

Wed Ap r 1 9 , 2 0 00 1 4 :5 3Co mme n t

Orig in al Desig n Co n ceiv ed an d Drawn b y Bryan Lin gAmen d ed fo llo wing R&A: 27 -2 9 March 1 9 9 6 Versio n 1 .0

Up d ated by B To d d 1 9 /0 5 /9 7 v ersio n 2 .0 aUp d ated by J Du rn fo rd 5 /8 /9 7

Issu ed Oct 9 7 V2 .0Up d ated by K Grimsh aw Ju ne 1 9 9 8

Issu ed Ju ly 1 9 9 8 v 3 .0Up d ated by K Grimsh aw Feb 1 9 9 9

Issu ed Ap ril 1 9 9 9 v 4 .0Up d ated by M Hod g es March 2 0 0 0

Issu ed Ap ril 2 0 0 0 v 5 .0

Boundaries AAP EditCo mme n t

(AAP/EDIT)

DCS

APS

TPDCo mme n t

Ag e n ts FEP

PS Systems

Boundary Commiss ion

GI SolutionsData Hub

SERAD

LandplanCo mme n t

DMS

Ag e n ts FEP

Customer

SERAD

DC BoundarySec tion

Mid-Scales

GRDS

DE

GRACE

GISOLUTIONS

BoundariesViewer

Sales &Marketing Stats

SurveyComps

10KREPMAT

CUSTOMER

Sales andMarketing Stats

GI SolutionsSurveyComps

DMS

Fly ing Unit

DCS

DCS

AIS

OSCAR

AAA

DAOS/SDIT

Mid-Scales

MID

Geospatial Data Systems Part 2

Ag e n ts FEP

for clarity, the follow ing data flow s may not be show n on this diagram:(1) S uccess/Failure files(2) R equest files3) A cknow ledgement filesThey are show n in the appropriate low er levels of D ata Flow D iagram

N OT E :

Su p e rp l a n i n d e x e s

L a n d l i n e o n CD

Bo u n d a ry l i n e d a ta (NT F)(a n n u a l fro z e n s e t)

Co mp l e te AAP d a ta b a s e

Cu s to mi s e d d a ta

R/O d a ta

fo rmsa c c e s s

me ta d a ta

IDS F i l e

1 0 K ra s te r (T IF )

p o l y g o n s

ra s te rd a ta

Re a dDMUIF F

1 :1 0 Kra s te r(T IF F )

n e w1 :1 0 Kra s te rd a ta(T IF F )

d e v e l o p e dl a n d u s e

c o a s tb o u n d a ri e sn a me s (IF F )

Ra i l wa y s(n e wl y

c a p tu re d b yDE) (IF F )

b o u n d a ri e sd a ta (IF F)

IF F f i l e s

tra n s fe r fa i l u re l i s t

IF F

DMUs fo r a g e n ts

l a n d p l a nra s te r

l a n d p l a n c i t fd a ta fo r

SPS a g e n ts

NH ma i n t. d a taNH ma i n t. d a ta

me ta d a ta

SPS i n fo rma t i o n

c o n fi rma ti o n

re q u e s t v a l i d a t i o na d mi n a re a

h o l d i n g s l i s t

d mu f i l te re d fo rb o u n d a ri e s

u n i t p o s tc o d ec o -o rd i n a te s

fa rm i n fo rma t i o n

re q u e s tfro m a g e n t

fo r d a ta

re q u e s tfo r

d a ta

u p d a te d e n c l a v e s

e n c l a v e s

L a n d l i n ed a taCIT F

L a n d fo rmPro f i l e

(c o n to u r)d a ta

+ DT M

L a n d p l a nT i l e (CIT F)

g ro u n d c o n tro li n fo

d mu (CIT F )

fa i l e d d mu (CIT F)

b o u n d a ryo rd e r

d mu(CIT F )

d mu(CIT F )

1 0 k ra s te rf i l e (T IF )

Ma p h e a d e r i n fo

Bo u n d a ry -L i n e d a ta

(NT F )(a n n u a l fro z e n s e t)

IF F a n d NT F f i l e s

L a n d p l a n T i l e(CIT F )

p l o t s ta ts

As s e t Ma n a g e r fo r Do T(Hi g h wa y s Ag e n c y )

ta i l o re d v e rs i o n

L a n d p l a n T i l e(CIT F )

OS9 3d mu (CIT F )

NHDM T i l e(CIT F )

OSCARAs s e t Ma n a g e r

d a ta

Cu s to mi s e d L a n d fo rm(CIT F )

DT M

a e ri a lp h o to g ra p h

Pl o t F i l e

L a n d l i n ed mu (CIT F )

48

Type of Data Size (GB)

Raw Data

Spatial Indexes

Transient Tables required during Spatial Index Creation / Re-Build

Non-Spatial Indexes

History (10% change per year for 5 years)

History Spatial Indexes

Database Structures (system, undo, etc.)

History Non-Spatial Indexes

Transient Tables required during Spatial Index Creation / Re-Build

Contingency at 25%

Total 995 GB

175

20

40

70

350

100

10

10

20

200

Sizing

450 million features

49

Hardware

2 x Sun Fire F6800, 12 x UltraSPARC-III 1050 MHz, 24 GB RAM

2 x Sun StorEdgeT3 disk arrays, 2 TB raw storage, RAID 5 Sun StorEdge L700 Tape system – 135 TB storage

50

Summary

The Maia database, together with Oracle® Spatial and ESRI®’s ArcGIS™ will bring Ordnance Survey’s own internal processes into the MasterMap™ era.

Expect financial and strategic gains from the move to Commercial Off-The-Shelf software.

The close relationship between Oracle and Ordnance Survey has brought significant benefit to both organsiations.

51

Contact for further information

Berik DaviesOrdnance SurveyRomsey RoadSOUTHAMPTONUnited KingdomSO16 4GU

Phone: +44 (0)23 8030 5488Fax: +44 (0)23 8079 2078E-mail: berik.davies@ordnancesurvey.co.ukWeb site: www.ordnancesurvey.co.uk

52

Next Steps…. Recommended sessions

– #40340 - Leveraging Location-Based Services for Everyday Government and Emergency Management (Mon Sept 9, 4:00pm, Marriott Golden Gate A3)

– Keynote: Craig R. Barrett, Chief Executive Officer, Intel (Tuesday, September. 9, 1:00 -1:45 PM)

– # 40058 - Oracle Mobile and Wireless Technology Overview (Thu Sept 11 8:30 AM, Moscone Room 202)

– #40340 - Leveraging Location-Based Services for Everyday Government and Emergency Management (Mon Sept 9, 4:00pm, Marriott Golden Gate A3)

– # 40081 - Using Oracle Workspace Manager to Cut Costs: Case Studies (Thur. 3:15 PM, Moscone Room 131)

Oracle Spatial 10g demos – Oracle10g Location Services, Oracle DEMOgrounds

53

Next Steps (cont.) Partner Exhibition

– #725 Autodesk– #1736 eSpatial– #2126 ESRI– #2408 Intergraph– # Plangraphics– # Skyline

Oracle Security Command Center Pavilion eSpatial PCI Geomatics PlanGraphics TARGUSInfo

For more information– http:// technet.oracle.com/products/spatial

54

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