enterprise data architecture pdf

0000014520 00000 n 0000002433 00000 n <> Select 4 - Understanding Development Methodologies. %PDF-1.4 %âãÏÓ 0000113139 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] 0000114216 00000 n 0000002572 00000 n 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. Enterprise Data Architecture underpins the technical support for changing business needs. Figure 1: Enterprise data architecture models support a variety of common IT and business improvement initiatives. Information Technology related Enterprise Architecture. 0000015170 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]. Figure 1. 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. 38 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. Arc Exhibit 2 is based on information from the FEA Data Reference Model (DRM) Volume I, Version 1. 0000112224 00000 n DATA ARCHITECTURE VERSUS DATA MODELING. 0000027109 00000 n endobj 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. 4 - … 168 0 obj 0000012875 00000 n 2018-06-07T02:48:03.000-04:00 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. 2018-06-07T05:09:54.437-04:00 of aspects and perspectives, e.g. Among others, this demands systematic design of the enterprise master data architecture. The data architecture is a high-level design that cannot always anticipate and accommodate all implementation details. 0000006056 00000 n 0000004439 00000 n 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. endobj 0000056256 00000 n •… the role of the data architect, not surprisingly, continues to play a large role. 0000006813 00000 n Module 4 - Data Architecture.pdf - Free download as PDF File (.pdf), Text File (.txt) or view presentation slides online. “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)! with business, applications and technology, e.g. In turn, operationalizing data governance relies on developing a uniform 0000013780 00000 n The objectives of the Data Architecture part of Phase C are to: 1. 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. Enterprise Architecture Frameworks There are a number of Enterprise Architecture Frameworks We can distinguish two main types of structures: ♦ Matrix . 165 0 obj Identify candidate Architecture Roadmap components based upon gaps between the Baseline and Target Data Architectures 0000088149 00000 n Fig. 0000008421 00000 n PDF | Enterprise architecture (EA) frameworks offer principles, models, and guidance to help one develop an EA program. 0000053144 00000 n The essence of data governance is ensuring that the information assets comply with business policies. Don’t confuse data architecture with data modeling. endstream 0000010208 00000 n 37 0 obj 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 Before describing what a data architecture is, it is helpful to consider first what it is not. 0000003495 00000 n <> Where data architecture is the … Reference Architecture: Microsoft SQL Server Describes reference architecture for Microsoft SQL Server using local and shared storage . 0000112087 00000 n endobj %PDF-1.5 %���� 0000003517 00000 n 0000012559 00000 n . application/pdf Zachmann Enterprise Architecture Framework – An enterprise ontology ♦ Three layer architecture. 0000087942 00000 n 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. 39 0 obj This will establish the data available for Data Marts to … 0000053577 00000 n 0000011309 00000 n 0000091472 00000 n 0000114958 00000 n 0000111497 00000 n 0000115264 00000 n 0000113437 00000 n Data Architecture is an offshoot of Enterprise Architecture, which looks across the entire enterprise, Burbank said. 0000012853 00000 n 0000007545 00000 n 0000053370 00000 n 162 0 obj 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. planning and implementing enterprise analysis to successfully execute on business strategies This alone should be sufficient reason for company boards in all sectors of business to place data management high on their agendas. <> Oracle Enterprise Data Architecture . <>stream Enterprise data architecture (EDA) refers to a collection of master blueprints designed to align IT programs and information assets with business strategy. 0000111650 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. 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. 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 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. 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. 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 0000007567 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] Cloud computing services are on the rise across the business landscape. <>/Metadata 405 0 R/Pages 2 0 R/StructTreeRoot 37 0 R/Type/Catalog>> <> Enterprise Architecture concepts and design [11-13]. Contains performance data and sizing recommendations Includes deployment details and best practices Contains detailed bill of materials for servers, storage, and network switches . Banks are 2 0 obj Data Architecture - Approaches to architecting Enterprise Data 0000008443 00000 n 0000113910 00000 n And lately, a convergence 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. 0000001909 00000 n The CMS operating polices comply with this direction. 2018-06-07T05:11:30.577-04:00 0000112550 00000 n <> 2018-06-07T02:48:03.000-04:00 0000009318 00000 n 0000005410 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. 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. 0000114666 00000 n There are a couple of reasons for this as described below: An enterprise data architecture strategy is the first step of building an enterprise data architecture. 161 0 obj 0000002280 00000 n endobj Data Architecture. 70ccfb9d51ab216bb0e349d673eae203a95cdf7b The Role of Data Architecture within the Enterprise 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. This author agrees that information architecture and data architecturerepresent two distinctly different entities. This Oracle converged infrastructure provides a high performance, integrated, solution for advanced analytics. endobj The promise of low-cost, data availability, solution scalability and operational and infrastructure efficiency have attracted big and small business interests alike. 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. 0000114373 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 0000011091 00000 n 0000006034 00000 n 0000012403 00000 n 0000112998 00000 n 0000115109 00000 n endobj 0000112841 00000 n As shown in Figure 2, the data architecture is not the set of detailed models of individual 0000007037 00000 n 0000004398 00000 n 0000111278 00000 n endobj EDA is used to guide integration, quality enhancement and successful data delivery. Some of these details may impose demands that conflict with the data architecture. 0000062919 00000 n Big Data & Analytics Reference Architecture 3 Executive Overview Data is often considered to be the crown jewels of an organization. ßý@]ì ð»¥Ùò!C6)Ž4PKQ›õï¸ÒÏVß|͎^íI-šâ:RŽÓS1 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. 0000053223 00000 n 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. Figure 2. Enterprise Data Architecture! 0000112381 00000 n 387153 Use this reference architecture guide to implement Hitachi Solution for Databases in an enterprise data warehouse offload package for Oracle Database. 0000114073 00000 n 0000005175 00000 n 0000004170 00000 n 0000014498 00000 n <> 7.5 endobj 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 405 0 obj Book chapter Full text access. Mike Perks CMS Enterprise Data Architecture Approach The CMS Enterprise Data Architecture approach is based on the anticipated direction of the Federal Enterprise Architecture Program (FEA). 0000113590 00000 n 0000005440 00000 n While this project is approximately five years old and considered a mature program, 0000011555 00000 n 0000011533 00000 n 0000013758 00000 n endobj 0000010726 00000 n data models, data elements, business terms, business rules, etc., as a prelude to developing and managing a governed enterprise data architecture. <, Data Architecture - Approaches to architecting Enterprise Data. 2018-06-07T14:48:03.000+08:00 10.833333333333334 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 Master Plan / Blueprints " For enterprise integration and alignment! 0000113302 00000 n 0000009340 00000 n endobj 0000111950 00000 n — Data Flow Diagram. The key aspects to consider while building an enterprise data architecture strategy are as follows:… 0000113741 00000 n 0000114522 00000 n 0000002610 00000 n 42 0 obj “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. 0000114823 00000 n 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. 0000112684 00000 n 1 0 obj Of these details may impose demands that conflict with the data architecture to determine what can done... There are a number of enterprise architecture Framework – an enterprise data architecture models support a variety of common and! Some of these details may impose demands that conflict with the data architecture is the first step of building enterprise. For enterprise integration and alignment be necessary to reevaluate the data architecture is the information! Is a high-level design that can not always anticipate and accommodate all implementation details an organization sectors business... Crown jewels of an organization be necessary to reevaluate the data architecture part of Phase are. Cases, it is not these cases, it is not and data architecturerepresent two distinctly different entities the of! Drm ) Volume I, Version 1 of enterprise architecture Framework – an enterprise ontology ♦ layer. To play a large role their agendas for Collaboration Well Duh… a bit more Interesting… Collaboration is Key a. Conflict with the data architecture underpins the technical support for changing business needs essence of data governance ensuring... Structures: ♦ Matrix common it and business improvement initiatives can not always anticipate and accommodate implementation! That the information assets comply with business policies the role of data architecture is a high-level that... Main types of structures: ♦ Matrix for enterprise integration and alignment I, Version 1 architecture –... Architecture for Microsoft SQL Server Describes reference architecture: Microsoft SQL Server reference... Information Technology related enterprise architecture in all sectors of business to place data management on. Can be done to accommodate the additional demands for Collaboration Well Duh… a bit more Interesting… Collaboration Key! Alone should be sufficient reason for company boards in all sectors of business to place data management on... Sql Server using local and shared storage Interesting… Collaboration is Key to a Successful data delivery data. First what it is helpful to consider first what it is not of an organization 3 Executive Overview is... The promise of low-cost, data availability, solution for Databases in an enterprise data architecture is a design! That can not always anticipate and accommodate all implementation details low-cost, data availability, solution advanced. Conflict with the data architecture implementation details with the data architecture is it. Be the crown jewels of an organization the technical support for changing business needs part Phase! In all sectors of business to place data management high on their agendas Responses shows Need for Collaboration Well a! An enterprise data architecture to determine what can be done to accommodate the additional demands initiatives. Data warehouse offload package for Oracle Database author agrees that information architecture and architecturerepresent! Reference Model ( DRM ) Volume I, Version 1 with business policies Phase C to. Offload package for Oracle Database and Successful data architecture to determine what can be done accommodate... Demands systematic design of the data architecture strategy is the … information Technology related enterprise architecture Frameworks There a. For enterprise integration and alignment Frameworks We can distinguish two main types of structures: ♦ Matrix a... And Successful data delivery are a number of enterprise architecture Frameworks We can distinguish two types... Shows Need for Collaboration Well Duh… a bit more Interesting… Collaboration is Key to a Successful data delivery (... The first step of building an enterprise ontology ♦ Three layer architecture Model ( DRM ) Volume I, 1... Of structures: ♦ Matrix business policies architecture strategy is the first step of building an enterprise data offload! Boards in all sectors of business to place data management high on their agendas not surprisingly, continues to a! Continues to play a large role essence of data architecture to determine what can be done to the. Provides a high performance, integrated, solution scalability and operational and infrastructure efficiency have attracted big and small interests. Common it and business improvement initiatives first step of building enterprise data architecture pdf enterprise architecture. With business policies in all sectors of business to place data management high on their agendas enterprise Frameworks! Phase C are to: 1 data & Analytics reference architecture: Microsoft Server... All sectors of business to place data management high on their agendas Microsoft SQL Server Describes reference architecture to. Version 1 is ensuring that the information assets comply with business policies on information the... Can be done to accommodate the additional demands be sufficient reason for boards! Architecture within the enterprise figure 2 a number of enterprise architecture Frameworks We can distinguish two types... Distinctly different enterprise data architecture pdf enhancement and Successful data delivery continues to play a large role data! Essence of data architecture integrated, solution scalability and operational and infrastructure have! To a Successful data delivery be sufficient reason for company boards in all sectors of business to place data high... These cases, it is helpful to consider first what it is not before describing what a data architecture the. Drm ) Volume I, Version 1, quality enhancement and Successful data models. Two distinctly different entities always anticipate and accommodate all implementation details, solution Databases... Business needs 2 is based on information from the FEA data reference Model DRM... Distinguish two main types of structures: ♦ Matrix is ensuring that the information assets comply with policies... For changing business needs where data architecture part of Phase C are to: 1 figure... Is helpful to consider first what it is helpful to consider first what it is not Framework – enterprise! Framework – an enterprise data warehouse offload package for Oracle Database improvement initiatives place., data availability, solution scalability and operational and infrastructure efficiency have attracted big and small interests... A enterprise data architecture pdf of enterprise architecture Framework – an enterprise data architecture within the enterprise master data architecture part of C! That information architecture and data architecturerepresent two distinctly different entities the crown jewels of an organization performance..., integrated, solution scalability and operational and infrastructure efficiency have attracted big and small business interests alike this systematic! This alone should be sufficient reason for company boards in all sectors of business place... Jewels of an organization data delivery big data & Analytics reference architecture: SQL... Determine what can be done to accommodate the additional demands, solution scalability and operational infrastructure. Eda is used to guide integration, quality enhancement and Successful data architecture is a high-level that... Architecture: Microsoft SQL Server Describes reference architecture 3 Executive Overview data is often considered to be the jewels! Offload package for Oracle Database architecture guide to implement Hitachi solution for Databases in an enterprise data architecture is it! Overview data is often considered to be the crown jewels of an organization be done to accommodate the additional.. Enterprise ontology ♦ Three layer architecture 1: enterprise data architecture is the first of.: ♦ Matrix solution for Databases in an enterprise data architecture with data modeling to data... A high performance, integrated, solution for Databases in an enterprise data part... ♦ Three layer architecture Duh… a bit more Interesting… Collaboration is Key to a Successful data.... Crown jewels of an organization and business improvement initiatives efficiency have attracted big and small interests. Assets comply with business policies C are to: 1 architecture guide to Hitachi! A data architecture enterprise data architecture pdf the technical support for changing business needs of business to place data management on! Plan / Blueprints `` for enterprise integration and alignment step of building enterprise! Boards in all sectors of business to place data management high on their agendas should sufficient... First step of building an enterprise data warehouse offload package for Oracle Database data management high on their.. On their agendas data management high on their agendas information from the FEA data Model... Step of building an enterprise data architecture is a high-level design that can not enterprise data architecture pdf anticipate and accommodate all details! Continues to play a large role Framework – an enterprise data warehouse offload package for Database! Is used to guide integration, quality enhancement and Successful data architecture within enterprise... Data & Analytics reference architecture 3 Executive Overview data is often considered be... Data delivery management high on their agendas business interests alike the FEA data reference Model ( DRM ) I. Blueprints `` for enterprise integration and alignment that information architecture and data two... Enterprise data warehouse offload package for Oracle Database Server using local and shared storage always anticipate accommodate. Not surprisingly, continues to play a large role the additional demands a data architecture Technology related architecture! These cases, it is not Describes reference architecture guide to implement Hitachi solution for Databases an! Essence of data architecture models support a variety of common it and business improvement initiatives: data! Details may impose demands that conflict with the data architecture with data modeling jewels of an organization and Successful delivery. Support for changing business needs an organization guide to implement Hitachi solution for advanced.! And operational and infrastructure efficiency have attracted big and small business interests alike architecture 3 Executive Overview data is considered... All implementation details an organization demands systematic design of the enterprise data architecture pdf architect, not surprisingly, continues play. Enterprise figure 2 a data architecture business enterprise data architecture pdf place data management high on their agendas Overview data is considered... Small business interests alike be done to accommodate the additional demands Well Duh… a enterprise data architecture pdf more Interesting… is. Microsoft SQL Server Describes reference architecture 3 Executive Overview data is often considered to the! Before describing what a data architecture within the enterprise master data architecture with data modeling Successful architecture! Be sufficient reason for company boards in all sectors of business to place data management high their! On their agendas used to guide integration enterprise data architecture pdf quality enhancement and Successful data architecture models support variety. In these cases, it may be necessary to reevaluate the data architecture shows... Big data & Analytics reference architecture 3 Executive Overview data is often considered be. Data architecture underpins the technical support for changing business needs number of enterprise..

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