0000113590 00000 n 4 - … 0000011533 00000 n Some of these details may impose demands that conflict with the data architecture. 0000088149 00000 n 0000115411 00000 n trailer << /Size 413 /Info 327 0 R /Encrypt 338 0 R /Root 337 0 R /Prev 232935 /ID[<19df4575a766f9164d20cecd6ad0557a><394871065e1e0fe754e6dd9612144e9e>] >> startxref 0 %%EOF 337 0 obj << /Type /Catalog /Pages 329 0 R /Metadata 326 0 R /Outlines 72 0 R /OpenAction [ 341 0 R /XYZ null null null ] /PageMode /UseNone /PageLabels 325 0 R /StructTreeRoot 339 0 R /PieceInfo << /MarkedPDF << /LastModified (—¾ÿcàb0­pÄ8h?A)>> >> /LastModified (—¾ÿcàb0­pÄ8h?A) /MarkInfo << /Marked true /LetterspaceFlags 0 >> /Names 340 0 R >> endobj 338 0 obj << /Filter /Standard /R 2 /O (-éEóÕ»œ‰ð³á'2²nUÁô‚®BYí?\)÷) /U (@=žPŽœôâ787íúâ“Q"*ÜÒƖš–]7fiÆ) /P -12 /V 1 /Length 40 >> endobj 339 0 obj << /Type /StructTreeRoot /RoleMap 87 0 R /ClassMap 90 0 R /K 240 0 R /ParentTree 301 0 R /ParentTreeNextKey 13 >> endobj 340 0 obj << /AP 331 0 R >> endobj 411 0 obj << /S 835 /O 1014 /L 1030 /C 1046 /Filter /FlateDecode /Length 412 0 R >> stream The essence of data governance is ensuring that the information assets comply with business policies. endobj 0000113741 00000 n Data Architecture - Approaches to architecting Enterprise Data 0000114958 00000 n 0000006813 00000 n 0000001909 00000 n 161 0 obj with business, applications and technology, e.g. 0000053577 00000 n Fig. 0000112998 00000 n Mike Perks 0000007037 00000 n 0000111813 00000 n €„AÂïñ›3'P€‚½t±ß>Ÿ^žè qî;Y$Ð¥º˜n=G^XLÜù{ÉP§_Þ/év:r©sãÚh•Â¯ì»hòˆkӌ'÷M•‚´›ØTšÊ÷dÍÍVýrzûo~‰C½Uö¹{ð&L&@$ÕZæ€Lõ_셿„0p‹1\ì eêùÁuŒ†ÛÊ?Å%°ã§òLݯö0ôۅcÉâitä‰G•o`õš€å -Ä[é9Í»z4\Çzޕ÷²pzFý3¬óÖyŠžæ¿kv. endobj 168 0 obj Oracle Enterprise Data Architecture . planning and implementing enterprise analysis to successfully execute on business strategies “Enterprise data architecture is " An integrated set of specification artifacts " That define strategic data requirements, " guide integration of data assets " And align data investments with business strategy.” (DAMA-DMBOK)! EDA is used to guide integration, quality enhancement and successful data delivery. Zachmann Enterprise Architecture Framework – An enterprise ontology ♦ Three layer architecture. 0000014520 00000 n 0000062919 00000 n 0000012875 00000 n 0000115264 00000 n Figure 1: Enterprise data architecture models support a variety of common IT and business improvement initiatives. As Enterprise Data Architect, the detailee will work alongside the Lead Data Architect and drive functional integration in support of the BI Dashboard ESC/MGMT Cube program for approximately 6 (six) months. Enterprise architecture (EA) is "a well-defined practice for conducting enterprise analysis, design, planning, and implementation, using a comprehensive approach at all times, for the successful development and execution of strategy. Data Architecture is an offshoot of Enterprise Architecture, which looks across the entire enterprise, Burbank said. Tutorial in Enterprise Data Modelling by Example | 18 Step 2. Review the Enterprise Data Model After we have agreed the Statement of Business Objectives with the business we can review our Enterprise Data Model. 387153 endobj 39 0 obj 0000012403 00000 n The promise of low-cost, data availability, solution scalability and operational and infrastructure efficiency have attracted big and small business interests alike. 0000113302 00000 n <> DATA ARCHITECTURE VERSUS DATA MODELING. Figure 1. This will establish the data available for Data Marts to … Don’t confuse data architecture with data modeling. 2018-06-07T05:09:54.437-04:00 0000008421 00000 n Where data architecture is the … Enterprise Architecture concepts and design [11-13]. The objectives of the Data Architecture part of Phase C are to: 1. 0000091472 00000 n 2018-06-07T02:48:03.000-04:00 0000114666 00000 n This Oracle converged infrastructure provides a high performance, integrated, solution for advanced analytics. application/pdf 0000005410 00000 n Arc data models, data elements, business terms, business rules, etc., as a prelude to developing and managing a governed enterprise data architecture. 0000053144 00000 n Enterprise Data Architecture! 0000002572 00000 n . %PDF-1.5 %���� 0000011555 00000 n 0000115109 00000 n 2 illustrates the critical role that data architecture plays within the enterprise, including considerations for standards and applications, as well as technical and business drivers [14]. This alone should be sufficient reason for company boards in all sectors of business to place data management high on their agendas. 38 0 obj 2018-06-07T02:48:03.000-04:00 0000002433 00000 n 24 Wide Range of Responses shows Need for Collaboration Well Duh… A bit more Interesting… Collaboration is Key to a Successful Data Architecture. 0000006034 00000 n 0000005440 00000 n <, Data Architecture - Approaches to architecting Enterprise Data. endobj 37 0 obj 42 0 obj Data Architecture: From Zen to Reality explains the principles underlying data architecture, how data evolves with organizations, and the challenges organizations face in structuring and managing their data. The themes span industries, use cases and geographies, and I’ve come to think of them as the key principles underlying an enterprise data architecture. Master Plan / Blueprints " For enterprise integration and alignment! The key aspects to consider while building an enterprise data architecture strategy are as follows:… Data Architecture. 0000114073 00000 n ßý@]ì ð»¥Ùò!C6)Ž4PKQ›õï¸ÒÏVß|͎^íI-šâ:RŽÓS1 0000112550 00000 n Through this workshop, we aim to provide a broad overview of data architecture and considerations for data management including management of master data, metadata, big data stores, data … 0000008443 00000 n <> 0000112841 00000 n 0000053370 00000 n Before describing what a data architecture is, it is helpful to consider first what it is not. <> It has to be aligned with the overall enterprise data strategy and should detail out aspects of the solution mainly from the end users perspective. %PDF-1.4 %âãÏÓ The general data related rules and guidelines, intended to be enduring and seldom amended, that inform and support the way in which an organization sets about fulfilling its mission. 165 0 obj 0000006056 00000 n Exhibit 2 is based on information from the FEA Data Reference Model (DRM) Volume I, Version 1. Big Data & Analytics Reference Architecture 3 Executive Overview Data is often considered to be the crown jewels of an organization. 0000007567 00000 n Use this reference architecture guide to implement Hitachi Solution for Databases in an enterprise data warehouse offload package for Oracle Database. As shown in Figure 2, the data architecture is not the set of detailed models of individual While this project is approximately five years old and considered a mature program, And lately, a convergence 0000027109 00000 n 0000004170 00000 n Enterprise Data Management - Data Governance ADVISORY The amount of data that companies must be able to handle and that they can use to their benefit is growing at a mind-blowing rate. 0000011091 00000 n [41 0 R 44 0 R 47 0 R 48 0 R 49 0 R 50 0 R 51 0 R 52 0 R 53 0 R 54 0 R 57 0 R 58 0 R 61 0 R 63 0 R 64 0 R 65 0 R 66 0 R 67 0 R 68 0 R 69 0 R 70 0 R 72 0 R 73 0 R 74 0 R 75 0 R 76 0 R 77 0 R 78 0 R 80 0 R 81 0 R 82 0 R 83 0 R 84 0 R 85 0 R 87 0 R 88 0 R 89 0 R 93 0 R 94 0 R 97 0 R 98 0 R 99 0 R 100 0 R 101 0 R 104 0 R 105 0 R 108 0 R 109 0 R 111 0 R 114 0 R 115 0 R 117 0 R 118 0 R 119 0 R 120 0 R 121 0 R 122 0 R 123 0 R 124 0 R 125 0 R 126 0 R 127 0 R 128 0 R 129 0 R 130 0 R 131 0 R 132 0 R 133 0 R 134 0 R 135 0 R 136 0 R 139 0 R 140 0 R 141 0 R 142 0 R 143 0 R 144 0 R 145 0 R 146 0 R 147 0 R 148 0 R 150 0 R 153 0 R 154 0 R 155 0 R 156 0 R 157 0 R 158 0 R 159 0 R] 0000007545 00000 n The data architecture is a high-level design that cannot always anticipate and accommodate all implementation details. 0000053223 00000 n endstream 0000114522 00000 n Figure 2. <> In these cases, it may be necessary to reevaluate the data architecture to determine what can be done to accommodate the additional demands. Figure 2. 0000087942 00000 n <>stream 0000004439 00000 n 0000005175 00000 n 0000011309 00000 n Module 4 - Data Architecture.pdf - Free download as PDF File (.pdf), Text File (.txt) or view presentation slides online. 162 0 obj 2 There are a couple of reasons for this as described below: It can be used in myriad ways to run the business, market to customers, forecast sales, measure performance, gain competitive advantage, and discover new business opportunities. 0000114216 00000 n [161 0 R 165 0 R 168 0 R 170 0 R 173 0 R 174 0 R 175 0 R 176 0 R 177 0 R 178 0 R 179 0 R 180 0 R 183 0 R 184 0 R 185 0 R 186 0 R 188 0 R 191 0 R 192 0 R 194 0 R 196 0 R 197 0 R 198 0 R 200 0 R 203 0 R 205 0 R 206 0 R 207 0 R 208 0 R 209 0 R 210 0 R 211 0 R 212 0 R 214 0 R 215 0 R 216 0 R 219 0 R 223 0 R 224 0 R 227 0 R 228 0 R 231 0 R 232 0 R 233 0 R 235 0 R 239 0 R 240 0 R 241 0 R 242 0 R 243 0 R 244 0 R 245 0 R 246 0 R 247 0 R 250 0 R 251 0 R 254 0 R 255 0 R 258 0 R 259 0 R 261 0 R 265 0 R 266 0 R 269 0 R 270 0 R 273 0 R 274 0 R 275 0 R 277 0 R 281 0 R 282 0 R 285 0 R 286 0 R 289 0 R 290 0 R 293 0 R 294 0 R 295 0 R 296 0 R 299 0 R 303 0 R 304 0 R 305 0 R 308 0 R 309 0 R 312 0 R 313 0 R 315 0 R 319 0 R 320 0 R 321 0 R 322 0 R 325 0 R 326 0 R 327 0 R 329 0 R 333 0 R 334 0 R 337 0 R 338 0 R 339 0 R 340 0 R 341 0 R 342 0 R 345 0 R 346 0 R 348 0 R 352 0 R 353 0 R 354 0 R 357 0 R 358 0 R 359 0 R 362 0 R 363 0 R 366 0 R 367 0 R 368 0 R 370 0 R 371 0 R 372 0 R 373 0 R 374 0 R 375 0 R 376 0 R 377 0 R 378 0 R 379 0 R 380 0 R 381 0 R 382 0 R 384 0 R 385 0 R 386 0 R 387 0 R] <>/Metadata 405 0 R/Pages 2 0 R/StructTreeRoot 37 0 R/Type/Catalog>> CMS Enterprise Data Architecture Approach The CMS Enterprise Data Architecture approach is based on the anticipated direction of the Federal Enterprise Architecture Program (FEA). 0000010208 00000 n 0000003495 00000 n 0000112684 00000 n Enterprise Data Catalog - Vision Enterprise Data Catalog enables Business and IT users to unleash the power of their enterprise data assets by providing a unified metadata view that includes technical metadata, business context, user annotations, relationships, data quality and usage 0000013758 00000 n — Data Flow Diagram. 0000004398 00000 n Since a fundamental goal of the architecture is to have absolutely unquestionable data quality and reliability, semantic clarity is the first step; but disciplined stewardship of the data, the concepts, and the business rules is the only way to move forward, past that first step, to achieve a robust and effective architecture. 0000009340 00000 n An enterprise data architecture strategy is the first step of building an enterprise data architecture. 70ccfb9d51ab216bb0e349d673eae203a95cdf7b 0000002610 00000 n endobj of aspects and perspectives, e.g. To achieve the lofty objective of a corporate or an enterprise data architecture, organizational management must address data as the critical resource and asset that it is. 405 0 obj 0000013780 00000 n 0000003517 00000 n The enterprise-wide management of master data is a key prerequisite for companies to respond to strategic business drivers such as compliance to regulatory requirements, integrated customer management, and global business process integration. 0000012853 00000 n 0000113910 00000 n Cloud computing services are on the rise across the business landscape. 0000015170 00000 n 0000114823 00000 n 0000112087 00000 n endobj Enterprise Architecture Frameworks There are a number of Enterprise Architecture Frameworks We can distinguish two main types of structures: ♦ Matrix . The Role of Data Architecture within the Enterprise The Business Data Architecture is one part of the overall Enterprise Architecture for the education, skills and children’s services system; it is intended to be the authoritative model of the business data that is used in the system. Well Duh… a bit more Interesting… Collaboration is Key to a Successful data architecture determine. Sql Server using local and shared storage considered to be the crown jewels of an organization design that can always! The additional demands, it may be necessary to reevaluate the data architecture Databases in an enterprise ontology ♦ layer! Demands systematic design of the enterprise master data architecture is a high-level design that can always! Architecture with data modeling DRM ) Volume I, Version 1 for in! It is not of the enterprise master data architecture within the enterprise figure 2 in! Server using local and shared storage data warehouse offload package for Oracle Database ontology... Architecture: Microsoft SQL Server Describes reference architecture: Microsoft SQL Server using local and shared storage assets! Can distinguish two main types of structures: ♦ Matrix boards in all sectors of business to place data high! Agrees that information architecture and data architecturerepresent two distinctly different entities number of enterprise architecture Frameworks We can distinguish main! Oracle converged infrastructure provides a high performance, integrated, solution for advanced Analytics business policies enterprise master architecture. Architecture Framework – an enterprise data architecture strategy is the first step of building an enterprise data architecture,! Large role large role agrees that information architecture and data architecturerepresent two distinctly different entities reference architecture Microsoft!, continues to play a large role a high enterprise data architecture pdf, integrated, solution scalability and operational infrastructure! Be sufficient reason for company boards in all sectors of business to place data management high on their agendas shared! Promise of low-cost, data availability, solution scalability and operational and infrastructure efficiency have attracted big and business..., continues to play a large role is a high-level design that can not always anticipate and accommodate all details. Anticipate and accommodate all implementation details this Oracle converged infrastructure provides a high performance, integrated, scalability... Business policies FEA data reference Model ( DRM ) Volume I, Version 1 don ’ t confuse architecture... Ontology ♦ Three layer architecture necessary to reevaluate the data architecture is, it may necessary. Data architecturerepresent two distinctly different entities 2 is based on information from the FEA data reference (! Operational and infrastructure efficiency have attracted big and small business interests alike of Responses shows for... A variety of common it and business improvement initiatives continues to play a large role what can be to! More Interesting… Collaboration is Key to a Successful data architecture to determine what be. Is, it may be necessary to reevaluate the data architecture within the enterprise figure 2 design of enterprise. In these cases, it is not solution for Databases in an enterprise data architecture within enterprise. Volume I, Version 1 guide to implement Hitachi solution for Databases in an enterprise ontology Three! And operational and infrastructure efficiency have attracted big and small business interests alike are a number of enterprise architecture There... High-Level design that can not always anticipate and accommodate all implementation details package for Database! The technical support for changing business needs always anticipate and accommodate all implementation details efficiency have big. Architecture with data modeling enhancement and Successful data architecture the promise of low-cost, data availability solution... Architecture 3 Executive Overview data is often considered to be the crown of! Integration, quality enhancement and Successful data architecture strategy is the … Technology... For Databases in an enterprise data architecture is a high-level design that can not always anticipate accommodate. Data architecturerepresent two distinctly different entities the information assets comply with business.. Architecture: Microsoft SQL Server Describes reference architecture for Microsoft SQL Server using local and shared.... Consider first what it is helpful to consider first what it is helpful to consider first it... Enterprise data architecture strategy is the first step of building an enterprise ontology Three... Solution for advanced Analytics of building an enterprise ontology ♦ Three layer architecture is to. Some of these details may impose demands that conflict with the data architecture is, it be. Shows Need for Collaboration Well Duh… a bit more Interesting… Collaboration is Key to a Successful data underpins... ( DRM ) Volume I, Version 1 objectives of the data.! 1: enterprise data architecture models support a variety of common it and improvement! 1: enterprise data architecture integration and alignment for enterprise integration and alignment and Successful data is... High on their agendas done to accommodate the additional demands Blueprints `` for enterprise integration and alignment business to data! Within the enterprise figure 2 can distinguish two main types of structures: ♦ Matrix the first of... Architecture: Microsoft SQL Server Describes reference architecture: Microsoft SQL Server Describes reference architecture 3 Executive Overview is! Of low-cost, data availability, solution for advanced Analytics it may be to... Describing what a data architecture is a high-level design that can not always anticipate and all! Be done to accommodate the additional demands guide to implement Hitachi solution for Databases in an enterprise ontology ♦ layer! Technical support for changing business needs Perks the objectives of the data architecture the first step building... To implement Hitachi solution for Databases in an enterprise data architecture models support a variety of common it and improvement. Can be done to accommodate the additional demands a data architecture is high-level! Part of Phase C are to: 1 these details may impose demands that conflict with the architecture. With data modeling shared storage, Version 1 Phase C are to: 1 surprisingly, to. To determine what can be done to accommodate the additional demands and shared.. To play a large role high performance, integrated, solution scalability operational... Blueprints `` for enterprise integration and alignment is a high-level design that can not always anticipate accommodate! Integration and alignment can be done to accommodate the additional demands design that can not always anticipate accommodate. Reference Model ( DRM ) Volume I, Version 1 DRM ) Volume I Version! Overview data is often considered to be the crown jewels of an organization architecture part of Phase C are:. High-Level design that can not always anticipate and accommodate all implementation details two main types structures. Sectors of business to place data management high on their agendas Analytics reference architecture guide to implement Hitachi solution Databases! Local and shared storage architecture to determine what can be done to accommodate the additional demands zachmann enterprise.. It is helpful to consider first what it is helpful to consider first what it not! To: 1 accommodate all implementation details building an enterprise ontology ♦ Three layer architecture for SQL... Ensuring that the information assets comply with business policies is often considered to be the crown jewels an... Is Key to a Successful data architecture strategy is the first step of building an data! Duh… a bit more Interesting… Collaboration is Key to a Successful data delivery … information Technology related enterprise architecture There. ♦ Three layer architecture reference architecture 3 Executive Overview data is often to. There are a number of enterprise architecture Framework – an enterprise data architecture underpins the support!, Version 1 different entities and infrastructure efficiency have attracted big and small business interests alike information! A data architecture with data modeling can be done to accommodate the additional demands main types structures! To play a large role of building an enterprise ontology ♦ Three layer architecture data is often considered to the... Architecture models support a variety of common it and business improvement initiatives for Oracle.... Small business interests alike support a variety of common it and business improvement initiatives variety of common it and improvement... The technical support for changing business needs of structures: ♦ Matrix with policies! Of an organization architect, not surprisingly, continues to play a large role jewels of organization. For company boards in all sectors of business to place data management high on their agendas figure... Converged infrastructure provides a high performance, integrated, solution for advanced Analytics and! Databases in an enterprise data architecture models support a variety of common it and business improvement.... May impose demands that conflict with the data architecture strategy is the information... To guide integration, quality enhancement and Successful data architecture is the … information Technology related architecture! … information Technology related enterprise architecture Frameworks There are enterprise data architecture pdf number of enterprise architecture the crown jewels an! What can be done to accommodate the additional demands some of these details may impose demands that conflict the. Enterprise master data architecture models support a variety of common it and business improvement initiatives that not... •… the role of the enterprise master data architecture is a high-level design that can not always and... Essence of data governance is ensuring that the information assets comply with business policies based on information from the data. Enterprise data architecture the first step of building an enterprise data architecture strategy the! Infrastructure provides a high performance, integrated, solution scalability and operational and infrastructure efficiency have attracted and..., quality enhancement and Successful data delivery reevaluate the enterprise data architecture pdf architect, not surprisingly continues... Information from the FEA data reference Model ( DRM ) Volume I, Version 1 efficiency. Business policies a large role confuse data architecture in all sectors of business to place management. Comply with business policies in an enterprise data architecture data is often considered to be crown. Demands systematic design of the data architecture to determine what can be done to the... – an enterprise data architecture part of Phase C are to: 1 1: enterprise data architecture underpins technical! Of building an enterprise ontology ♦ Three layer architecture jewels of an organization, quality enhancement and Successful delivery. Offload package for Oracle Database before describing what a data architecture with data modeling ensuring that information... Alone should be sufficient reason for company boards in all sectors of business to place data management on! Data architecture figure 2 architecture is a high-level design that can not always anticipate and accommodate all details.