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Special Fold-out Poster 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 ste in e rm latfo re P dwa H ar use 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 r e f bu . po the sin es si e t s o M ry et . ad at a Re po si to ry do w t Ho to u ta o d a eh ar go On c • ir e D w ect ivit y step 4 it h 9 g& r y in p8 a d o f w h c an w 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 n e a e B l • C • e t e s vi il e • Reco nc • D s e r’ d a t a e z i u r s • Sum m a eta e c th r 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 ne 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 The Newsweekly for IT Leaders T H E