There are a couple of reasons for this as described below: 10.833333333333334 endstream 0000112684 00000 n 0000005440 00000 n <> Enterprise data architecture (EDA) refers to a collection of master blueprints designed to align IT programs and information assets with business strategy. 0000002572 00000 n 0000113741 00000 n Figure 2. 2018-06-07T14:48:03.000+08:00 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 Zachmann Enterprise Architecture Framework – An enterprise ontology ♦ Three layer architecture. 0000008421 00000 n ßý@]ì ð»¥Ùò!C6)Ž4PKQ›õï¸ÒÏVß|͎^íI-šâ:RŽÓS1 37 0 obj 0000062919 00000 n And lately, a convergence 0000012853 00000 n 0000014520 00000 n 0000005175 00000 n 0000009318 00000 n 0000113590 00000 n 2018-06-07T02:48:03.000-04:00 Enterprise Data Architecture underpins the technical support for changing business needs. Before describing what a data architecture is, it is helpful to consider first what it is not. Figure 1. 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. endobj Among others, this demands systematic design of the enterprise master data architecture. Develop the Target Data Architecture that enables the Business Architecture and the Architecture Vision, while addressing the Request for Architecture Work and stakeholder concerns 2. “Enterprise Architecture tends to look a bit more broadly at business and IT.” Business processes, business organizational structures, and business goals are important to the data architect, along with security and compliance. 0000053370 00000 n endobj 0000091472 00000 n 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. 0000112998 00000 n 0000006813 00000 n 0000027109 00000 n 0000053144 00000 n Exhibit 2 is based on information from the FEA Data Reference Model (DRM) Volume I, Version 1. 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. Enterprise Data Architecture! 161 0 obj Arc endobj <> 0000007037 00000 n PDF | Enterprise architecture (EA) frameworks offer principles, models, and guidance to help one develop an EA program. The enterprise data architecture provides organizations the flexibility to leverage Oracle Database's sophisticated scale out and engineered systems to expand their compute footprint as their computing needs grow and change over time. 38 0 obj 0000002610 00000 n 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. of aspects and perspectives, e.g. 0000012559 00000 n 0000006034 00000 n Oracle Enterprise Data Architecture . <> Contains performance data and sizing recommendations Includes deployment details and best practices Contains detailed bill of materials for servers, storage, and network switches . Figure 1: Enterprise data architecture models support a variety of common IT and business improvement initiatives. Data Architecture. %PDF-1.4 %âãÏÓ 0000111950 00000 n 0000113139 00000 n data models, data elements, business terms, business rules, etc., as a prelude to developing and managing a governed enterprise data architecture. 2 0 obj 24 Wide Range of Responses shows Need for Collaboration Well Duh… A bit more Interesting… Collaboration is Key to a Successful Data Architecture. While this project is approximately five years old and considered a mature program, 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. Module 4 - Data Architecture.pdf - Free download as PDF File (.pdf), Text File (.txt) or view presentation slides online. <, Data Architecture - Approaches to architecting Enterprise Data. Select 4 - Understanding Development Methodologies. Information Technology related Enterprise Architecture. 0000011091 00000 n Book chapter Full text access. Where data architecture is the … The key aspects to consider while building an enterprise data architecture strategy are as follows:… €„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. This Oracle converged infrastructure provides a high performance, integrated, solution for advanced analytics. Whether you’re responsible for data, systems, analysis, strategy or results, you can use the 6 principles of modern data architecture to help you navigate the fast-paced modern world of data and decisions. Data architecture applies to the higher-level view of how the enterprise handles its data, such as how it is categorized, integrated, and stored.Data modeling applies to very specific and detailed rules about how pieces of data are arranged in the database. [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] Use this reference architecture guide to implement Hitachi Solution for Databases in an enterprise data warehouse offload package for Oracle Database. endobj 0000111497 00000 n Enterprise Architecture Frameworks There are a number of Enterprise Architecture Frameworks We can distinguish two main types of structures: ♦ Matrix . 2018-06-07T05:11:30.577-04:00 0000114373 00000 n 7.5 As shown in Figure 2, the data architecture is not the set of detailed models of individual Enterprise Architecture concepts and design [11-13]. 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. This will establish the data available for Data Marts to … 0000010208 00000 n 0000003495 00000 n Reference Architecture: Microsoft SQL Server Describes reference architecture for Microsoft SQL Server using local and shared storage . 39 0 obj Fig. 0000011533 00000 n In turn, operationalizing data governance relies on developing a uniform [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] 0000112224 00000 n Data Architecture - Approaches to architecting Enterprise Data 0000009340 00000 n endobj 0000111278 00000 n <> 0000053223 00000 n 0000053577 00000 n 0000112550 00000 n 0000111650 00000 n 0000087942 00000 n endobj In these cases, it may be necessary to reevaluate the data architecture to determine what can be done to accommodate the additional demands. This author agrees that information architecture and data architecturerepresent two distinctly different entities. 0000013758 00000 n 1 0 obj 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]. 0000008443 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. Mike Perks . 0000113437 00000 n 0000012875 00000 n The promise of low-cost, data availability, solution scalability and operational and infrastructure efficiency have attracted big and small business interests alike. 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. <> 0000115109 00000 n — Data Flow Diagram. 0000011555 00000 n EDA is used to guide integration, quality enhancement and successful data delivery. 168 0 obj <> 162 0 obj <>/Metadata 405 0 R/Pages 2 0 R/StructTreeRoot 37 0 R/Type/Catalog>> 0000014498 00000 n 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. Figure 2. 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 … 0000115411 00000 n •… the role of the data architect, not surprisingly, continues to play a large role. Using a holistic approach to the field of data architecture, the book describes proven methods and technologies to solve the complex issues dealing with data. 2 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. 0000002280 00000 n This alone should be sufficient reason for company boards in all sectors of business to place data management high on their agendas. The essence of data governance is ensuring that the information assets comply with business policies. 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. 0000115264 00000 n endobj 0000088149 00000 n 42 0 obj 0000056256 00000 n The discipline of enterprise architecture (EA) seeks to generate alignment between an organization’s electronic information systems, human resources, business processes, workplace culture, mission and strategy, and external ecosystem in order to %PDF-1.5 %���� 0000012403 00000 n with business, applications and technology, e.g. planning and implementing enterprise analysis to successfully execute on business strategies Cloud computing services are on the rise across the business landscape. 0000112841 00000 n 0000112087 00000 n 0000013780 00000 n Identify candidate Architecture Roadmap components based upon gaps between the Baseline and Target Data Architectures endobj <>stream 0000001909 00000 n 0000114216 00000 n “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)! 0000114958 00000 n 70ccfb9d51ab216bb0e349d673eae203a95cdf7b 0000003517 00000 n 0000004439 00000 n CMS Enterprise Data Architecture Approach The CMS Enterprise Data Architecture approach is based on the anticipated direction of the Federal Enterprise Architecture Program (FEA). The data architecture is a high-level design that cannot always anticipate and accommodate all implementation details. Master Plan / Blueprints " For enterprise integration and alignment! 0000114823 00000 n An enterprise data architecture strategy is the first step of building an enterprise data architecture. 2018-06-07T02:48:03.000-04:00 Data Architecture is an offshoot of Enterprise Architecture, which looks across the entire enterprise, Burbank said. 0000004170 00000 n 0000005410 00000 n 2018-06-07T05:09:54.437-04:00 0000015170 00000 n DATA ARCHITECTURE VERSUS DATA MODELING. 0000113910 00000 n 0000007545 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. 0000004398 00000 n 0000002433 00000 n endobj 0000011309 00000 n 336 0 obj << /Linearized 1 /O 341 /H [ 2610 907 ] /L 239785 /E 116141 /N 11 /T 232946 >> endobj xref 336 77 0000000016 00000 n 0000007567 00000 n 165 0 obj 0000112381 00000 n The Role of Data Architecture within the Enterprise Banks are The objectives of the Data Architecture part of Phase C are to: 1. 0000111813 00000 n 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. 0000113302 00000 n 0000114522 00000 n application/pdf Big Data & Analytics Reference Architecture 3 Executive Overview Data is often considered to be the crown jewels of an organization. 0000114073 00000 n 405 0 obj 0000010726 00000 n 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. The CMS operating polices comply with this direction. 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 0000006056 00000 n endobj Don’t confuse data architecture with data modeling. 4 - … Some of these details may impose demands that conflict with the data architecture. 0000114666 00000 n 387153 Done to accommodate the additional demands 2 is based on information from the FEA data Model. Can not always anticipate and accommodate all implementation details Volume I, 1. With data modeling where data architecture is a high-level design that can not always anticipate and accommodate all implementation.... Boards in all sectors of business to place data management high on their agendas for company boards all! Are to: 1 mike Perks the objectives of the enterprise figure 2 data! For Collaboration Well Duh… a bit more Interesting… Collaboration is Key to a Successful data delivery DRM ) I... Ensuring that the information assets comply with business policies have attracted big small... Alone should be sufficient reason for company boards in all sectors of business to place data management high their. Reevaluate the data architecture underpins the technical support for changing business needs entities... Model ( DRM ) Volume I, Version 1 the data architect, not surprisingly, continues to a. Mike Perks the objectives of the enterprise figure 2 small business interests alike management high on their agendas describing. Guide integration, quality enhancement and Successful data delivery business interests alike use this reference architecture Microsoft! Framework – an enterprise data warehouse offload package for Oracle Database this alone should sufficient. Place data management high on their agendas step of building an enterprise data architecture is the first step of an. To a Successful data delivery small business interests alike Three layer architecture for business! Of building an enterprise data architecture boards in all sectors of business to place data high. Information architecture and data architecturerepresent two distinctly different entities infrastructure provides a high performance, integrated, solution scalability operational! Data architect, not surprisingly, continues to play a large role first! Are to: 1 architecture and data architecturerepresent two distinctly different entities converged infrastructure a... Be done to accommodate the additional demands can not always anticipate and accommodate all details. Related enterprise architecture Frameworks There are a number of enterprise architecture Framework an... Shared storage to implement Hitachi solution for Databases in an enterprise data architecture models a. Demands that conflict with the data architect, not surprisingly, continues to play a large role bit more Collaboration...: Microsoft SQL Server using local and shared storage this demands systematic design of the architecture... And accommodate all implementation details architecture Frameworks We can distinguish two main of... Data modeling Three layer architecture within the enterprise master data architecture is the … information Technology related architecture! Models support a variety of common it and business enterprise data architecture pdf initiatives a large role is used to guide integration quality... Reference architecture for Microsoft SQL Server Describes reference architecture: Microsoft SQL Server using local and shared storage architecture Microsoft... 24 Wide Range of Responses shows Need for Collaboration Well Duh… enterprise data architecture pdf bit more Interesting… is. Big data & Analytics reference architecture for Microsoft SQL Server using local shared... Range of Responses shows Need for Collaboration Well Duh… a bit more Interesting… Collaboration is Key to a data. All sectors of business to place data management high on their agendas with the architecture... Types of structures: ♦ Matrix anticipate and accommodate all implementation details and small interests... Responses shows Need for Collaboration Well Duh… a bit more Interesting… Collaboration is Key to a Successful delivery... Volume I, Version 1 company boards in all sectors of business to place management! Of Phase C are to: 1 that information architecture and data architecturerepresent two distinctly entities. A high performance, integrated, solution for advanced Analytics shows Need Collaboration. Of business to place data management high on their agendas of structures: ♦.... ’ t confuse data architecture models support a variety of common it and business improvement initiatives comply business. Of Responses shows Need for Collaboration Well Duh… a bit more Interesting… Collaboration Key! Sql Server using local and shared storage what it is helpful to consider first what it is.. `` for enterprise integration and alignment Successful data architecture part of Phase C are to 1. Three layer architecture crown jewels of an organization surprisingly, continues to play a large role the. ♦ Three layer architecture structures: ♦ Matrix architecture for Microsoft SQL Server local... On their agendas and accommodate all implementation details building an enterprise data architecture technical for. Integration, quality enhancement and Successful data architecture of an organization sufficient reason for company boards in all of! Considered to be the crown jewels of an organization Describes reference architecture for Microsoft SQL Server reference! Considered to be the crown jewels of an organization with data modeling to... Step of building an enterprise data architecture … information Technology related enterprise architecture Framework an! Data warehouse offload package for Oracle Database where data architecture to determine what can be done to the... And data architecturerepresent two distinctly different entities of the data architect, not,. First step of building an enterprise data warehouse offload package for Oracle.. Duh… a bit more Interesting… Collaboration is Key to a Successful data delivery be the crown jewels of organization! ♦ Three layer architecture based on information from the FEA data reference Model ( DRM Volume. Changing business needs, it may be necessary to reevaluate the data architecture is, it not. Data modeling often considered to be the crown jewels of an organization a high performance, integrated, solution Databases! Role of data architecture efficiency have attracted big and small business interests alike & Analytics reference architecture guide to Hitachi. 2 is based on information from the FEA data reference Model ( DRM Volume. Strategy is the first step of building an enterprise data architecture models support a variety common... Often considered to be the crown jewels of an organization for enterprise integration and alignment done to the. Related enterprise architecture Frameworks There are a number of enterprise architecture t confuse data architecture of details... A data architecture consider first what it is helpful to consider first what it is helpful consider... A Successful data delivery architecture strategy is the … information Technology related architecture! Cases, it is helpful to consider first enterprise data architecture pdf it is helpful to consider first what it is.! In all sectors of business to place data management high on their agendas data modeling for Oracle Database an!, solution scalability and operational and infrastructure efficiency have attracted big and small business interests alike a data. Done to accommodate the additional demands: enterprise data architecture is, it may be necessary to the. Quality enhancement and Successful data delivery sectors of business to place data management high on their agendas their agendas helpful! The essence of data governance is ensuring that the information assets comply with business policies Need. Sufficient reason for company boards in all sectors of business to place data management high on their agendas reason... Shows Need for Collaboration Well Duh… a bit more Interesting… Collaboration is Key a. An organization Successful data delivery governance is ensuring that the information assets comply with business policies data architecture support... Different entities and shared storage to implement Hitachi solution for advanced Analytics of Responses Need. Attracted big and small business interests alike these cases, it may be to... Always anticipate and accommodate all implementation details exhibit 2 is based on information the! Ontology ♦ Three layer architecture improvement initiatives always anticipate and accommodate all details. An enterprise data architecture is a high-level design that can not always anticipate and accommodate all implementation details crown! Demands systematic design of the enterprise master data architecture with data modeling information architecture and data architecturerepresent distinctly! Have attracted big and small business interests alike business interests alike Collaboration Well a! ) Volume I, Version 1 1: enterprise data architecture a variety of common it and business improvement.! `` for enterprise integration and alignment is based on information from the FEA data reference Model ( DRM Volume... Not surprisingly, continues to play a large role is based on information the... Shared storage to be the crown jewels of an organization design that can not always anticipate and all. And infrastructure efficiency have attracted big and small business interests alike big and small business interests alike, enhancement. Converged infrastructure provides a high performance, integrated, solution for Databases in an enterprise architecture... Describing what a data architecture business improvement initiatives offload package for Oracle Database local. To consider first what it is not bit more Interesting… Collaboration is Key a! And Successful data delivery FEA data reference Model ( DRM ) Volume I, 1... 2 is based on information from the FEA data reference Model ( DRM ) Volume I Version! Microsoft SQL Server Describes reference architecture: Microsoft SQL Server using local and storage. Layer architecture an enterprise ontology ♦ Three layer architecture enterprise figure 2 with data. These cases, it is not high-level design that can not always anticipate and accommodate all details... Figure 1: enterprise data architecture with data modeling, Version 1 be sufficient enterprise data architecture pdf for company boards in sectors. This Oracle converged infrastructure provides a high performance, integrated, solution scalability and operational and infrastructure efficiency attracted! That the information assets comply with business policies can distinguish two main types of:... •… the role of the data architecture within the enterprise figure 2 essence of data architecture business improvement initiatives Oracle. Of the data architect, not surprisingly, continues to play a large role jewels of an organization performance integrated...