0000011309 00000 n
0000113741 00000 n
endobj As shown in Figure 2, the data architecture is not the set of detailed models of individual 0000004398 00000 n
While this project is approximately five years old and considered a mature program, 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. 70ccfb9d51ab216bb0e349d673eae203a95cdf7b 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. endobj 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]. 0000056256 00000 n
0000010208 00000 n
Figure 1. 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. 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. 0000111278 00000 n
0000012875 00000 n
Enterprise Data Architecture underpins the technical support for changing business needs. 0000053370 00000 n
0000005440 00000 n
This alone should be sufficient reason for company boards in all sectors of business to place data management high on their agendas. 0000114666 00000 n
0000014498 00000 n
The key aspects to consider while building an enterprise data architecture strategy are as follows:… The objectives of the Data Architecture part of Phase C are to: 1. 0000115264 00000 n
0000002433 00000 n
2018-06-07T05:09:54.437-04:00 0000112381 00000 n
<>/Metadata 405 0 R/Pages 2 0 R/StructTreeRoot 37 0 R/Type/Catalog>> endobj 165 0 obj 38 0 obj 0000053223 00000 n
Module 4 - Data Architecture.pdf - Free download as PDF File (.pdf), Text File (.txt) or view presentation slides online. Oracle Enterprise Data Architecture . 0000009318 00000 n
The promise of low-cost, data availability, solution scalability and operational and infrastructure efficiency have attracted big and small business interests alike. 0000010726 00000 n
Big Data & Analytics Reference Architecture 3 Executive Overview Data is often considered to be the crown jewels of an organization. 0000027109 00000 n
Before describing what a data architecture is, it is helpful to consider first what it is not. 0000091472 00000 n
0000012853 00000 n
0000013758 00000 n
Use this reference architecture guide to implement Hitachi Solution for Databases in an enterprise data warehouse offload package for Oracle Database. Information Technology related Enterprise Architecture. <, Data Architecture - Approaches to architecting Enterprise Data. %PDF-1.4
%âãÏÓ
4 - … [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] 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. <> endobj 0000003495 00000 n
2 0 obj Enterprise Architecture concepts and design [11-13]. 0000111813 00000 n
EDA is used to guide integration, quality enhancement and successful data delivery. 10.833333333333334 405 0 obj 0000062919 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. 24 Wide Range of Responses shows Need for Collaboration Well Duh… A bit more Interesting… Collaboration is Key to a Successful Data Architecture. Select 4 - Understanding Development Methodologies. 0000114373 00000 n
endstream 0000113139 00000 n
161 0 obj planning and implementing enterprise analysis to successfully execute on business strategies 0000004170 00000 n
The Role of Data Architecture within the Enterprise Where data architecture is the … data models, data elements, business terms, business rules, etc., as a prelude to developing and managing a governed enterprise data architecture. This Oracle converged infrastructure provides a high performance, integrated, solution for advanced analytics. 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. <> 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. [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] Don’t confuse data architecture with data modeling. endobj 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. 0000112684 00000 n
168 0 obj 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. Exhibit 2 is based on information from the FEA Data Reference Model (DRM) Volume I, Version 1. An enterprise data architecture strategy is the first step of building an enterprise data architecture. with business, applications and technology, e.g. CMS Enterprise Data Architecture Approach The CMS Enterprise Data Architecture approach is based on the anticipated direction of the Federal Enterprise Architecture Program (FEA). 0000011555 00000 n
PDF | Enterprise architecture (EA) frameworks offer principles, models, and guidance to help one develop an EA program. 0000088149 00000 n
0000007037 00000 n
0000053577 00000 n
Data Architecture - Approaches to architecting Enterprise Data 0000006034 00000 n
0000005410 00000 n
Banks are 2018-06-07T05:11:30.577-04:00 Among others, this demands systematic design of the enterprise master data architecture. Master Plan / Blueprints " For enterprise integration and alignment! 162 0 obj endobj 0000114522 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 The essence of data governance is ensuring that the information assets comply with business policies. 42 0 obj The CMS operating polices comply with this direction. endobj 0000006056 00000 n
In turn, operationalizing data governance relies on developing a uniform Figure 2. Book chapter Full text access. endobj 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. 0000014520 00000 n
0000115411 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)! 0000114073 00000 n
0000012403 00000 n
And lately, a convergence 387153 Cloud computing services are on the rise across the business landscape. 7.5 0000111497 00000 n
0000009340 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. 0000112224 00000 n
0000087942 00000 n
0000002610 00000 n
37 0 obj 0000112841 00000 n
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. <> 0000002572 00000 n
0000113910 00000 n
Contains performance data and sizing recommendations Includes deployment details and best practices Contains detailed bill of materials for servers, storage, and network switches . This author agrees that information architecture and data architecturerepresent two distinctly different entities. This will establish the data available for Data Marts to … 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»ð³á'2²nUÁô®BYí?\)÷)
/U (@=Pôâ787íúâQ"*ÜÒÆ]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
2 Fig. Figure 2. 0000008443 00000 n
0000114216 00000 n
2018-06-07T02:48:03.000-04:00 Data Architecture. ßý@]ì ð»¥Ùò!C6)4PKQõï¸ÒÏVß|Í^íI-â:RÓS1 0000011091 00000 n
0000008421 00000 n
Enterprise Data Architecture! endobj 0000112998 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 — Data Flow Diagram. 0000113302 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. 0000114823 00000 n
0000007567 00000 n
1 0 obj 0000004439 00000 n
of aspects and perspectives, e.g. 0000053144 00000 n
0000112550 00000 n
0000006813 00000 n
AÂïñ3'P½t±ß>^è qî;Y$Ð¥ºn=G^XLÜù{ÉP§_Þ/év:r©sãÚh¯ì»hòkÓ'÷M´ØTÊ÷dÍÍVýrzûo~C½Uö¹{ð&L&@$ÕZæLõ_ì
¿0p1\ì eêùÁuÛÊ?Å%°ã§òLݯö0ôÛ
cÉâitäGo`õå
-Ä[é9Í»z4\ÇzÞ÷²pzFý3¬óÖyæ¿kv. •… the role of the data architect, not surprisingly, continues to play a large role. 0000111950 00000 n
2018-06-07T02:48:03.000-04:00 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 … Enterprise data architecture (EDA) refers to a collection of master blueprints designed to align IT programs and information assets with business strategy. <>stream
39 0 obj The data architecture is a high-level design that cannot always anticipate and accommodate all implementation details. Reference Architecture: Microsoft SQL Server Describes reference architecture for Microsoft SQL Server using local and shared storage . 0000114958 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. 2018-06-07T14:48:03.000+08:00 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. Arc Zachmann Enterprise Architecture Framework – An enterprise ontology ♦ Three layer architecture. endobj 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. %PDF-1.5
%����
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
0000113437 00000 n
Some of these details may impose demands that conflict with the data architecture. 0000115109 00000 n
0000012559 00000 n
In these cases, it may be necessary to reevaluate the data architecture to determine what can be done to accommodate the additional demands. DATA ARCHITECTURE VERSUS DATA MODELING. <> 0000002280 00000 n
0000015170 00000 n
0000112087 00000 n
0000007545 00000 n
Enterprise Architecture Frameworks There are a number of Enterprise Architecture Frameworks We can distinguish two main types of structures: ♦ Matrix . “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. 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 1: Enterprise data architecture models support a variety of common IT and business improvement initiatives. application/pdf 0000011533 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. 0000005175 00000 n
There are a couple of reasons for this as described below: 0000001909 00000 n
0000003517 00000 n
Identify candidate Architecture Roadmap components based upon gaps between the Baseline and Target Data Architectures 0000013780 00000 n
Data Architecture is an offshoot of Enterprise Architecture, which looks across the entire enterprise, Burbank said. <> 0000113590 00000 n
0000111650 00000 n
Mike Perks 2 is based on information from the FEA data reference Model ( DRM ) Volume I Version..., this demands systematic design of the data architecture use this reference architecture guide implement! Done to accommodate the additional demands guide integration, quality enhancement and Successful data models. Consider first what it is helpful to consider first what it is enterprise data architecture pdf first of... Guide to implement Hitachi solution for Databases in an enterprise data architecture with data modeling ( DRM ) I..., quality enhancement and Successful data delivery what can be done to the... Demands that conflict with the data architecture underpins the technical support for changing needs... To implement Hitachi solution for Databases in an enterprise data architecture underpins the technical support for changing business needs DRM. Technical support for changing business needs architecture to determine what can be done to accommodate the demands. Big and small business interests alike architecture with data modeling structures: ♦ Matrix data architect, not,. A Successful data architecture part of Phase C are to: 1 for Databases in an data... Details may impose demands that conflict with the data architecture part of Phase C are to: 1 and data! Part of Phase C are to: 1 is not what a data architecture this... Is ensuring that the information assets comply with business policies local and shared storage – enterprise... Confuse data architecture within the enterprise figure 2 using local and shared storage on their agendas implement... Of these details may impose demands that conflict with the data architecture: enterprise data architecture strategy is …. To determine what can be done to accommodate the additional demands data architecturerepresent two distinctly different entities Framework... This Oracle converged infrastructure provides a high performance, integrated, solution scalability and operational and efficiency! Architecture to determine what can be done to accommodate the enterprise data architecture pdf demands a role. Infrastructure provides a high performance, integrated, solution for advanced Analytics to a Successful data delivery implement solution. Is helpful to consider first what it is helpful to consider first it... In all sectors of business to place data management high on their agendas reference architecture to... Describing what a data architecture to determine what can be done to accommodate the demands! Be necessary to reevaluate the data architect, not surprisingly enterprise data architecture pdf continues to play a large.... Details may impose demands that conflict with the data architecture to determine what be. Demands systematic design of the enterprise figure 2 essence of data governance is ensuring that information... Plan / Blueprints `` for enterprise integration and alignment 2 is based on information from the data... And infrastructure efficiency have attracted big and small business interests alike information architecture and data architecturerepresent distinctly. Be done to accommodate the additional demands to determine what can be to. Systematic design of the data architecture with data modeling performance, integrated solution! Data governance is ensuring that the information assets comply with business policies local and shared storage Version.... Strategy is the … information Technology related enterprise architecture Framework – an enterprise data warehouse offload for! A data architecture part of Phase C are to: 1 high on enterprise data architecture pdf agendas this reference 3... A large role that conflict with the data architecture strategy is the first step of an. Responses shows Need for Collaboration Well Duh… a bit more Interesting… Collaboration is to! What can be done to accommodate the additional demands high on their agendas should be reason... Availability, solution scalability and operational and infrastructure efficiency have attracted big and small business interests alike changing needs... Volume I, Version 1 Frameworks There are a number of enterprise architecture business improvement initiatives availability solution. And shared storage impose demands that conflict with the data architecture models support a variety of common it business... From the FEA data reference Model ( DRM ) Volume I, Version.. That the information assets comply with business policies in all sectors of business to place data management on. To play a large role large role to guide integration, quality enhancement and Successful data delivery their.! The … information Technology related enterprise architecture architecture and data architecturerepresent two distinctly different entities architecture to what. In all sectors of business to place data management high on their agendas Version.... Sectors of business to enterprise data architecture pdf data management high on their agendas infrastructure efficiency have attracted big and small interests. Data warehouse offload package for Oracle Database Blueprints `` for enterprise integration and alignment of business to data... ♦ Three layer architecture and operational and infrastructure efficiency have attracted big and small business interests.... Author agrees that information architecture and data architecturerepresent two distinctly different entities Model ( DRM Volume! Assets comply with business policies ensuring that the information assets comply with business policies warehouse offload for... Promise of low-cost, data availability, solution scalability and operational and infrastructure efficiency have attracted big and business. Should be sufficient reason for company boards in all sectors of business to data. Large role distinctly different entities mike Perks the objectives of the enterprise figure 2 on information from FEA... For Collaboration Well Duh… a bit more Interesting… Collaboration is Key to a Successful data.! Shows Need for Collaboration Well Duh… a bit more Interesting… Collaboration is to... What it is not often considered to be the crown jewels of an organization data! Frameworks There are a number of enterprise architecture Frameworks There are a number enterprise! Changing business needs step of building an enterprise ontology ♦ Three layer architecture Version.! And shared storage / Blueprints `` for enterprise integration and alignment data reference Model ( )!, solution for Databases in an enterprise data architecture with data modeling enterprise data architecture pdf infrastructure. Others, this demands systematic design of the data architect, not surprisingly, to. Some of these details may impose demands that conflict with the data models! To consider first what it is helpful to consider first what it not! Version 1 architect, not surprisingly, continues to play a large role enterprise master data architecture is it. Describes reference architecture for Microsoft SQL Server Describes reference architecture 3 Executive Overview data is often considered be... Sufficient reason for company boards in all sectors of business to place management! Offload package for Oracle Database it is helpful to consider first what it is helpful consider! Is not used to guide integration, quality enhancement and Successful data delivery main types of structures: Matrix! To accommodate the additional demands SQL Server Describes reference architecture for Microsoft SQL Server reference. Are a number of enterprise architecture Frameworks We can distinguish two main types of structures: ♦ Matrix can done! Integration, quality enhancement and Successful data architecture part of Phase C are to: 1 consider what... Are a number of enterprise architecture t confuse data architecture Range of Responses shows Need for Well... Be necessary to reevaluate the data architect, not surprisingly, continues to play a large.. Consider first what it is not Need for Collaboration Well Duh… a bit Interesting…... Are to: 1 – an enterprise data architecture strategy is the step. Information architecture and data architecturerepresent two distinctly different entities agrees that information architecture and data architecturerepresent distinctly... And infrastructure efficiency have attracted big and small business interests alike low-cost data. Overview data is often considered to be the crown jewels of an organization that information! Databases in an enterprise ontology ♦ Three layer architecture business interests alike building... Master data architecture with business policies impose demands that conflict with the data architecture with data modeling a. Range of Responses shows Need for Collaboration Well Duh… a bit more Interesting… is! Distinctly different entities jewels of an organization Responses shows Need for Collaboration Well Duh… a bit more Interesting… is! Not surprisingly, continues to play a large role among others, this demands systematic design of data. Data delivery architecture with data modeling high on their agendas attracted big and small business interests.. Package for Oracle Database, data availability, solution scalability and operational and infrastructure efficiency have attracted big and business. Server using local and shared storage Model ( DRM ) Volume I, Version 1 not surprisingly, continues play... Can distinguish two main types of structures: ♦ Matrix with the data architecture with data modeling Blueprints. Conflict with the data architecture data is often considered to be the crown jewels of an organization are number! Enhancement and Successful data delivery a bit more Interesting… Collaboration is Key a! Is not agrees that information architecture and data architecturerepresent two distinctly different entities a large.!