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A Visual Tool to
Data Warehouse
Implementation
COMPUTERWORLD & Atre Associates
Data Warehouse/
Data Mart Navigator
12
step s Management
to y
o
Ho ns te rs d
w i d
th ca ons in s
eO n ?
LA th
P e
e
w
p3
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rm
latfo
re P
dwa
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areho
ee
p
tm
ea
a
ca c n s
n ce
be s s
Tran
s
a ti o n ,
Transp
or
tation, Pop
step 7
ulation
ata
for the d
rt ?
da ta ma
q ui
Data A c
s iti o n
5
sing
ean
& Cl
step
6
Presented by:
Developed by:
COMPUTERWORLD
The Newsweekly for IT Leaders
Atre Associates, Inc.
Leading Data Warehouse/Data Mart Consultants
Special Advertising Supplement
ep
H o w d o I:
• E xt r a ct
• S cr u b
st
th e d a
opul
t a.
a te th
or d
e d ata
ata m
warehous
e
a r t.
f o rm
p
e o si
w t h e tor
y
o
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po the sin
es
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ry
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ad
at
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po
si
to
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do
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step 4
it h
9
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p8
a
d o f w h c an
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H o c k o wh o
it
w
t r a at,
?
ho
w h a n d s e d re
it
es
a
c
a c u il d r m i n
e
s
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a
e
B
l
• C
•
e t e s vi
il e
• Reco nc
• D s e r’ d a t a
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z
i
u
r
s
• Sum m a
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c
th
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m
e
ou
ate
ct
us s s e o r t h
• Aggre g
tr u
v a ri o
ns
hou
d a t a fr o m
Co
w a re
Information &
Data M
odel
ing
Que
step
Building an Infor
mation
p i n g,
w
•
pe
i
I:
oty
rm
H o w d o t a p r ot
te
en
t?
De
• I m p l e m m en ?
s?
volve ons ool
user in pplicati rting t
po
op a
in g
• D e v e l y a n d re
ort
er
Rep
• Use q u
Pro t o ty
Ik
I
he con
i n s e ta r n e c
t d g c o o r d g e t d t t he
ata nn ata ata sou
How
rc e
ac ecti mar
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ce
t?
Mi
w a r d o I b u il d
s s on
eho
the data
dd
use o
• Tr
le w
r d a ta m
a
are
art?
• Tr nsform th
ans p
e d a t a.
Con
o rt
• P
n
ste
do
tme ed
nt
m
or
tf
la
pla
ion tra r
i
in
on tform ne DB s.
Inv
es bas MS
o
sm
M
w
• How do I use
m
a da odel
data
ter
De
the
d?
express relati ta mode
ons
lt
uld ouse
s
sho rt be h platform
tween the da hips be- o
ta?
re
e
he ma rdwar ave?
• Resolve acce
W ta
ss a
da ha dy h
roper- usa
ge issues. nd
or hich alrea sts, inte
o
g
• W o we ine c ff trainin
• Determine
the
d erm sta
and physic logica
et and ns.
al des l
• D ility atio
are
o
f
t
h
e
ab sider e hardw
data wa ign
n
house or d reco rmin eturn on
ata m
ete on R
I).
art.
• D ased ent (RO
b stm
e
Inv
step 10
ste
p2
er
rv rn
se etu
R
on OI)
(R
Data Min
ing
step 1
Determine U
sers' N
eeds
• Does the comp
any ne
Det
ed a
warehouse... o
erm
data
r even
ine
a dat
• What are the b
• W
a ma
DB
usines
rt?
s obj
h
MS
• Where do I ge
ec
t the d
alre ich da
Se
ata fr tives?
• Perform cost/
ady
tab
• D
om?
rve
benef
a
e
h
t
i
t
analysis, proj
rP
abi ermin ave? se se
ect
l
i
rve
estimation an
con ty an e co
r
d risk
s
s
d
• D
s
assessment.
ete idera staf t, int
f
e
rm
t
aer
op
g
in
How do I find pa
tterns
On
in
the data?
lin
e
An
• How can thos
•H
e patt
al
erns
yt
o
used for reve
•H w
ic
be
nue g
c
al
ow a
row
• How can too
n
t
Pr
h
of ca u
ls be
?
oc
s
u
d
s
further ident
• H im n th ers
ify the ed to
ow ens e a
data
warehouse
re c io ne na
or
p
a
n
c l
data mart?
dim res n u s b es
• e en se e
st
ep
11
stem
Sy
ackup,
t&
rity, b
men
secu sary
loy
s
vide
Dep
pro the nece ction
I
du
an and
a pro
mart?
wc
)
Ho overy ties for se or data
AP
rec pabili rehou ources be
(OL
ta? r
ca ta wa an res t?
ing
a
s
s
d
e
da ow c ed be
es
rowth
the umb d?
• H locat
the g
yze ary n mine ata
al
can ta be
ow
s ter e d
• H the da odated?
e
th le
f
m
o
e
om
e ltip
every
acc w can ept
mu
k
o
e
• H ing be
us ?
h
t
g
n in
ls
run othly?
Sponsored by:
Presented by:
Developed by:
Data Warehouse/Data Mart Navigator
2
1
p
ste
Determine Users' Needs
How do I find pa
tterns
in
the data?
• How can thos
ep
used for reve atterns b
nue g
e
rowt
• How can too
h
ls be
used ?
further ident
to
ify p
in the data w atterns
ar
or data mar ehouse
t?
Data Min
ing
step 10
❑ Carleton Passport
❑ Computer Associates Int'l
CA-OpenIngres Replicator, XCOM
❑ DB Star Migration Tool Suite
❑ Hyperion Analyst
❑ IBM DataPropagator
(Relational & Non-Relational)
❑ IBM/Lotus Notes Pump
❑ Informatica PowerMart
❑ Intersolv DataDirect,
SmartData
❑ NCR Teradata RDBMS
Fast Load/Multi-load
❑ Oracle Corp.
Symmetric Replication
❑ Platinum Technology
InfoPump, InfoTransport
❑ Praxis OmniReplicator
❑ Prism Solutions
❑ Sagent Technology, Inc.
Data Mart Server
❑ SAS Institute SAS System
❑ Smart Corp.
The SMART DB Workbench
❑ Sterling Software
CONNECT:Direct
❑ Sybase
Replication Server
❑ VMark Software HyperStar
❑ Other _______________
Determine Middleware Connectivity
❑ Computer Associates Int'l
CA-LDM, XCOM
❑ Cross Access Corp.
Data Delivery System
❑ Information Builders
EDA/SQL
❑
❑
❑
❑
❑
❑
NCR TOP END
NCR Teradata Database Query Mgr.
Oracle Corp. SQLNet
Sybase Enterprise Connector
Software AG SourcePoint
Other _______________
Data Warehouse/Data Mart Sequencing Chart
to
si
e
Data Acquisition
1
3
Hardware
Platform
4
Data
Modeling
5
7
Transformation,
Transportation, Population
8
Middleware
Connectivity
ep
st
s
thi
of
s
e
i
cop
al
n
itio
add
(80
0)
54
4-7
33
7.
OLAP:
❑ Axciom Market GEO
❑ Advanced Visual Systems
AVS Express
❑ Andyne Computing PaBLO
❑ Business Objects
BusinessObjects
❑ Cognos Impromptu, PowerPlay
❑ Comshare Commander
❑ Dimensional Insight
CrossTarget, DataFountain
❑ Gentia Software GentiaDB
❑ Holistic Systems Holos
❑ Hyperion Analyst, Enterprise
❑ IBM Intelligent Decision Server,
ShowCase Vista
❑ IQ Software IQ/Smart Server
❑ Kenan Technologies Acumate
❑ MapInfo MapInfo Desktop
❑ MathSoft Rainier
❑ NCR Management
Discovery Tool
as
ple
,
r
ste
po
9
Online Analytical
11
Processing (OLAP)
10
Data
Mining
❑ Integral Solutions Ltd Clementine
❑ NCR Knowledge Discovery
Workbench (KDW)
❑ Pavilion Technologies
Process Insights
❑ Pilot (The Cognizant Corp.)
Pilot Decision Support Suite
❑ SAS Institute Data Mining
❑ Silicon Graphics MineSet
❑ Other _______________
❑ NetCube Cube Tech
❑ Oracle Corp.
Express Objects, Express Analyzer
❑ Pilot (The Cognizant Corp.)
LightShip Professional
❑ SAS Institute Application System,
EIS, Visualization
Analytical Object Server
❑ Other _______________
ROLAP (Relational OLAP):
❑ Information Advantage
DecisionSuite
❑ Informix MetaCube
❑ MicroStrategy
DSS Agent, DSS Executive,
DSS Server, DSS Architect,
DSS Web
❑ Platinum Technology
InfoBeacon
❑ Other _______________
Deployment & Systems Management
10 Mining
Prototyping,
Querying & Reporting
Advanced Queries & Reports:
❑ Andyne Computing GQL
❑ Brio Technology BrioQuery
❑ Business Objects
BusinessObjects
❑ Cognos Impromptu
❑ Computer Associates Int'l
CA-Visual Express
❑ Information Builders FOCUS
❑ IQ Software Intelligent Query
❑ Platinum Technology
Forest & Trees
❑ SAS Institute SAS System
❑ Software AG Esperant
❑ Sterling Software
Vision:Clearaccess
Vision:Clearmanage
❑ Other _______________
Online Analytical Processing (OLAP)
Data
6 & Cleansing
Metadata
Repository
5
w
DBMS
2 Platform
Determine
Users’ Needs
❑ Angoss KnowledgeSEEKER
❑ ASA DB Profile
❑ Data Mind Corp.
Data Mind Professional
❑ Epsilon Data Management EQL
❑ Group 1 Software Model Max,
Smart Marketing Suite
❑ HyperParallel //Discovery
❑ IBM Intelligent Miner
❑ Information Discovery IDIS:3
th
po
e
6
p
e
t
s
step 7
Ad hoc Queries & Reports:
❑ Borland ReportSmith
❑ Cognos Power Play
❑ Crystal Reports (Seagate)
Crystal Info, Crystal Reports
❑ Hewlett-Packard
Information Access
❑ Intersolv DataDirect Explorer
❑ NCR Management
Discovery Tool
❑ Oracle Corp. Discoverer/2000
❑ Platinum Technology
InfoReports
❑ Sybase InfoMaker
❑ Other _______________
12
Deployment &
Systems Management
❑ Computer Associates Int'l
CA-UniCenter
❑ Hewlett-Packard
Intelligent Warehouse
❑ NCR TOP END, LifeKeeper
& Teradata RDBMS Tools
❑ Tivoli
Management Environment (IBM)
❑ Other _______________
© 1997, Atre Associates, Inc. Note: Product listings are not intended to be exhaustive. Products listed are merely representative of their respective categories. The Data Warehouse Navigator is a trademark of Computerworld, Inc.
ea
a
ca c n s
n ce
be s s
p
p8
For
http://www.ncr.com
Address Cleansing:
❑ Apertus Technologies
Enterprise/Integrator,
Enterprise/Access
❑ Group 1 Software NADIS, LSF
❑ Harte-Hanks Data Technologies
Trillium Software System
❑ Postalsoft Library Products
❑ Vality Technology
Integrity Data Reengineering Tool
❑ Other _______________
Data Mining
ec
all
1
❑ Platinum Technology
PR/MVS Open Edition
Environment, DataShopper
❑ Prism Solutions
Dictionary Manager
❑ R&O Rochade Repository
❑ Other _______________
ry
r e o f t bu .
po he sin
es
s it
e
s
or
M
y.
et
ad
at
a
Re
po
sit
or
y
ste
step 4
❑ NCR Application
Transaction Modeling
❑ Oracle Corp. Designer/2000
❑ Popkin Software System Architect
❑ Powersoft/Sybase S-Designor
❑ SILVERRUN Technologies, Inc.
SILVERRUN
❑ Other _______________
Construct Metadata Repository
❑ Carleton Passport, MetaCenter
❑ Evolutionary Technologies Int'l
(ETI) Metadata Exchange Library
❑ Hewlett-Packard
Intelligent Warehouse
❑ IBM DataGuide/2
❑ Intellidex Metadata Manager
a
I k ha
o
d f w c an
o w k o h o it
I
H
…
I
he con
a c t, w o w
Ho w d o
r
t
n
t
ha d h e d?
i n g s e o a rg e ct
t r a ct
x
E
•
w
e
t
t d c o r d t d he
an es s
re
t
i
e
s
a
a
s
at
a
n
a
ou
• Cle
c c il d
a a nne ta m ta
in
How
r
a
c
ne
m
c
u
e
cc tio art
B t e r vie
• S cr u b
M
w a r d o I b u il d
?
es
n
•
e
id d
e
s
e
il
a
the data
s
• Reco n c
• D s e r’ d a t
• Tr house or
le w
te
a
data ma
u
ta
are
rt?
ces
• Aggrega
• Tr nsform t
e
r
h
u
m
h e d a ta
ans p
so
e
Co
tt
iz e
r
h
s
a
t
.
c
u
m
m
o rt t h
r
nn
o
• P
• Su
v a ri
ec
opul
e d a t a.
tr u
se o
m
s
u
o
r
f
o
tivi
a te th
n
a
h
… dat
or d
ty
Co
w a re
a
ata m e data warehou
t
a
se
a r t.
for t he d
Tran
rt?
s f o rm
sing
da ta ma
n
a
e
a ti o n
& Cl
, Trans
n
o
i
t
portation
q uisi
, Population
Data A c
Information & Data Modeling
Data Modeling:
❑ Cayenne Software
Groundworks Terrain
❑ Hyperion Analyst
❑ LBMS Systems Engineer,
Process Engineer
❑ Logic Works
ERwin, BPwin
Information &
Data
M
o
delin
g
Building an Infor
matio
n
M
• How do I use
odel
a da
t
a
m
express relati
odel
on
s
h
i
p
s be to
tween the da
ta?
• Reso
l
v
e
a
c
c
e
s
s and
usage issues
.
• Determine
the
l
o
g
and physic
ical
al d
of the data esign
wa
house or d reata
m
a
rt.
Q ue
9
Disk Storage:
❑ EMC Corp.
(Disk Array with RAID)
❑ IBM (Adstar Distributed
Storage Manager)
❑ Storage Computer Corp.
❑ Storage Technology
(Iceberg)
❑ Other _______________
step
Unix-Based:
❑ Data General
❑ Hewlett-Packard
❑ IBM
❑ NCR WorldMark Series
❑ Sequent Computer Systems
❑ Siemens Pyramid
❑ Silicon Graphics
❑ Sun Microsystems
❑ Unisys
❑ Other _______________
Windows/Windows NT- & Intel-Based:
❑ DEC Alpha
❑ IBM and Compatibles
❑ NCR WorldMark Series
❑ Other _______________
do
w t
Ho a to u
t
o
d a reh
w a go
O n ec
•
r
it h
Di
ew
•
i
typ
I:
rm
r o to
Ho w d o
p
te
e n t a e n t?
De
• Imple m
m
?
s?
volve ations g tool
use r in
tin
p li c
por
o p ap
e
r
ing
d
• Devel
n
ort
ery a
Rep
• Use q u
g&
r yin
p i n g,
Determine Hardware Platform
MVS-Based or Midrange:
❑ DEC VAX
❑ IBM, AS/400
❑ Other _______________
❑ Software AG Natural,
Natural Construct
❑ Other _______________
Prototyping, Querying & Reporting
Pro t oty
Multidimensional Databases (MDD):
❑ Arbor Software Essbase
❑ Gentia Software GentiaDB
❑ Holistic Systems Holos
❑ Hyperion Enterprise
❑ Kenan Technologies
Acumate ES
❑ Pilot (The Cognizant Corp.)
Pilot Analysis Server
❑ SAS Institute System Basic
❑ Other _______________
Leading Data Warehouse/Data Mart Consultants
http://www.atre.com
Data Transformation, Transportation & Population
p3
ste re Platform
Relational Parallel Server:
❑ IBM DB2 Parallel Edition
❑ Informix Informix OnLine
Extended Parallel Server (XPS)
❑ NCR Teradata RDBMS
❑ Oracle Corp.
Parallel Server Option (PSO)
❑ Red Brick
Warehouse VPT and xPP
❑ Sybase MPP Server
❑ Tandem NonStop SQL/MP
❑ Other _______________
ste
p2
er
rv rn
se etu
R
on OI)
(R
Relational DBMS:
❑ Computer Associates Int'l
OpenIngres (Tbytes)
❑ IBM DB2 Products (Tbytes)
❑ Informix
Informix (DSA) (Tbytes)
❑ Microsoft Corp.
SQL Server (Gbytes)
❑ NCR Teradata Scalable Data
Warehouse (Tbytes)
❑ Oracle Corp.
Oracle (Tbytes)
❑ Red Brick
Warehouse (Tbytes)
❑ Sybase
System11 & IQ (Tbytes)
❑ Tandem
NonStop SQL (Tbytes)
❑ Other _______________
Determine U
sers' N
eeds
• Does the comp
any ne
De
ed a
warehouse... o
ter
data
r even
min
a dat
• What are the b
eD
• W
a ma
usines
BM
r
s
h
t
obje
• Where do I ge
?
i
c
h
S
cti
t th
alre
da
Se
• Perform cost/ e data fro ves?
a
t
• D
ab
d
rv
y
benef
m
ete
?
ha ase
it
er
analysis, proj
r
v
a
m
e? se
bili
ect
P
i
n
rve
estimation an
con ty an e co
rs
d
• D sid d s st,
assessment. risk
ete era taf int
pla rmin tion f tra er
in
on tform e DB s.
Inv
es base MS
tm
en d
t
w
ard
house
eH
ware
min
data
ter
De
the sed?
u ld
ou
s
sho rt be h platform
re
are
ma
he
?
W ata hardw y have
rm
d
operd
or hich alrea st, inter
tfo
o
la
• W o we ine c ff training
m
ta
d
r
s
we
ete and
s.
do
• D bility eration dware
ar
a
d
ansi ine h rn on
er
m
co
tu
op
ter
n Re OI).
g
e
o
in
• D sed
nt (R
ba stme
e
Inv
Determine DBMS Server Platform
Atre Associates, Inc.
❑ Carleton Passport
❑ Evolutionary Technologies
Int'l (ETI) Extract Tool Suite
❑ Informatica PowerMart
❑ Information Builders
EDA/Copy Manager
❑ NCR Teradata RDBMS
Fast Load/Multi-load
❑ Platinum Technology
InfoRefiner
❑ Prism Solutions Warehouse
Manager, Change Manager
❑ QDB Solutions (Prism Solutions)
Prism Quality Manager
❑ SAS Institute SAS System
step 1
tm
Other Sources:
❑ Dow Jones
❑ Image Data
❑ Internet
❑ NCR Business Discovery,
Information Discovery
❑ Newsfeeds
❑ Other _______________
st
ep
Legacy Data:
❑ Cincom Systems TOTAL
❑ Computer Associates Int'l
CA-IDMS, CA-Datacom
❑ Computer Corp. of America
MODEL-204
❑ Digital Equipment Corp.
RMS (Gbytes)
t
gemen
a
n
a
M
tems
s
y
S
,
ackup
b
nt &
,
y
t
e
i
r
secu ary
oym
l
e
p
d
o vi
cess
De
r
e
n
p
I
the roduction
n
a
d
c
p
rt?
an
)
ow very s for a or data ma
P
H
co bilitie ouse
LA
be
e
r
O
h
rces
(
a
u
e
o
r
p
?
s
g
a
n
ca a wa an re t?
at r
si
d
s
at w c
es
e
d
e
e
b
o ated b e growth
th um d?
H
•
h
e
lloc can t be
yz ry n ine ata
a
w
a
sa term e d
?
Ho e dat
•
ated
h
d
h
e t le
t
o
m
of
om n everyee ltip
c
c
a
u
a
m
w c e kept
o
e
• H ng b
us ?
thi
g
nin y?
ls
n
u
r
hl
oot
m
s
On
lin
eA
na
•H
ly
ti c
• H ow
al
ow ca
n
Pr
of
ca us
oc
d
n
e
• H ime th rs
o
n e
a
re w c sio ne na
p
a
n c l
dim res n u s b es
• H en ente ser e d
ow si
d s
the ca ons in s
OL n t ?
AP he
to y
o
Groupware:
❑ IBM/Lotus Notes
❑ Microsoft Exchange
❑ Novell Groupwise
❑ Other _______________
11
❑ IBM IMS, VSAM, SAM
❑ Information Builders FOCUS
❑ Oracle/Digital Equipment Corp.
Rdb (Gbytes)
❑ Software AG ADABAS
❑ Other _______________
Relational Data:
❑ Cincom Systems SUPRA (Tbytes)
❑ Computer Associates Int'l
OpenIngres (Tbytes)
❑ IBM DB2 Products (Tbytes)
❑ Informix
Informix (DSA) (Tbytes)
❑ NCR Teradata RDBMS (Tbytes)
❑ Oracle Corp. Oracle (Tbytes)
❑ Sybase System11 & IQ (Tbytes)
❑ Tandem NonStop SQL (Tbytes)
❑ Other _______________
®
Data Acquisition & Cleansing
ee
COMPUTERWORLD
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