AWS Well-Architected Framework
AWS Well-Architected Framework
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Abstract
The conventional wisdom says that the concept of Enterprise Architecture (EA) originated from the pioneering work of
John Zachman. He is frequently referred to as the “father” of EA and many consider the Zachman Framework to be the
breakthrough that created the discipline of EA and provided the foundation for all subsequent EA frameworks and
methodologies. Is Zachman’s “A Framework for Information Systems Architecture” really the seminal publication of the
EA discipline? Is it really the first EA framework? Did it really profoundly influence modern EA methodologies? In order
to answer these questions, in this article I describe an evidence-based history of EA and trace the origins of all essential
ideas constituting the basis of the modern concept of EA.
Keywords
Enterprise Architecture, history, frameworks, Zachman Framework, Business Systems Planning
Journal of Enterprise Architecture – Volume 12, No. 1        29                         © 2016 Association of Enterprise Architects
      BSP uses relationship matrices, information                    future information systems plan, and ending with
      systems networks, flowcharts, and other                        preparing an action plan and communicating it.
      techniques to model processes, systems, and data.         Later editions of BSP (BSP 1984) used the notion of
      BSP is implemented in a step-wise manner starting         architecture to describe the relationship between
      from identifying business objectives, defining            business processes and data classes (Periasamy 1993;
      business processes and data, analyzing the                Periasamy & Feeny 1997). The BSP methodology is
      existing IT landscape and developing a desired            shown in Figure 1.
After the introduction of the BSP methodology by IBM            EARLY ENTERPRISE ARCHITECTURE
many other consulting companies and experts proposed
similar formal architecture planning methodologies              The notion of an EA framework, as a logical structure for
(Martin 1982; Method1 1979; Nolan & Mulryan 1987).              organizing the description of an enterprise, was
For instance, Nolan, Norton & Company consultancy               introduced in 1986 by the PRISM research service of
recommended the following architecture methodology              Index Systems and Hammer and Company as a result of
(Nolan & Mulryan 1987):                                         the research project sponsored by a group of companies
                                                                (including IBM) and aimed at finding optimal ways to
    1. Develop an agreed definition of architecture.
                                                                describe an architecture of distributed systems (PRISM
    2. Identify and involve architecture stakeholders.          1986).    The PRISM EA framework was the first
    3. Determine the key questions to be answered               published EA framework in the modern understanding of
        with architecture.                                      this concept (Greefhorst & Proper 2011; Harrell & Sage
    4. Build a baseline of the existing architecture.           2010; Rivera 2013); however, somewhat similar ideas
    5. Formulate the strategic architecture vision.             were presented even earlier (Wardle 1984). The PRISM
    6. Organize an effective IT department capable of           EA framework organizes an architectural description into
        managing and implementing the architecture.             16 categories according to four domains (organization,
                                                                data, application, and infrastructure) and four types
Therefore, BSP was the earliest, definitive, and most           (inventory, principles, models, and standards). The
widely known top-down planning methodology among a              PRISM EA framework is shown in Figure 2.
number of similar BSP-like approaches used by different
companies (Adriaans & Hoogakker 1989; Davenport                 One year later in 1987 a similar framework for organizing
1994; Lederer & Gardiner 1992b; Lederer & Putnam                architectural documentation was published by an IBM
1986; Lederer & Putnam 1987; Sullivan 1985; Zachman             marketing specialist, John Zachman, in the internally
1982). All these methodologies used the notion of               reviewed IBM Systems Journal (Zachman 1987). The
architecture as a formal description of the relationship        Zachman Framework organizes an architectural
between business and IT. However, they were known               description into 15 categories according to five
and discussed under different titles: data architecture,        perspectives (planner, owner, designer, builder, and
information architecture, strategic data planning, and          subcontractor) and three interrogatives (what, how, and
other similar names (Davenport 1994; Goodhue et al.             where). Although it is claimed that the first version of
1992; Lederer & Gardiner 1992a; Martin 1989;                    this framework was created in 1984 (Zachman 2009) or
Periasamy & Feeny 1997).                                        even in 1982 (Zachman & Ruby 2004; Zachman &
Journal of Enterprise Architecture – Volume 12, No. 1      30                        © 2016 Association of Enterprise Architects
Sessions 2007), these claims are not substantiated by             publications, which used the term “Information Systems
any documents. Five years later in 1992 the extended              Architecture” (Sowa & Zachman 1992a; Sowa &
version of the Zachman Framework was published in the             Zachman 1992b; Zachman 1987; Zachman 1989). The
IBM Systems Journal (Sowa & Zachman 1992a). The                   term “Enterprise Architecture” was first consistently used
extended version of the Zachman Framework organizes               by Rigdon (1989) for describing the NIST EA model,
an architectural description into 30 categories according         although also without any specific definition of its
to five perspectives (planner, owner, designer, builder,          meaning. Later the term “Enterprise Architecture” was
and subcontractor) and six interrogatives (what, how,             first formally defined by Richardson et al. (1990) in their
where, who, when, and why).                                       MIS Quarterly article describing the application of the
                                                                  PRISM framework (in particular architecture principles,
                                                                  its most important element) in a large oil company. They
                                                                  defined EA as an architecture that “defines and
                                                                  interrelates     data,    hardware,      software,     and
                                                                  communications resources, as well as the supporting
                                                                  organization required to maintain the overall physical
                                                                  structure required by the architecture” (Richardson et al.
                                                                  1990, p.386).
                                                                  The first EA methodology called Enterprise Architecture
                                                                  Planning (EAP) was proposed by Spewak and Hill
                                                                  (1992). “EAP has its roots in IBM’s BSP” (Spewak & Hill
                                                                  1992, p.53) and prescribes essentially the following
                                                                  sequence of steps to practice EA:
Figure 2: PRISM EA framework (PRISM 1986, p.5)                        1. Understand and document the current state of
                                                                           an organization.
In 1989 the National Institute of Standards and
Technology (NIST) issued the first official guidance on               2. Develop the desired future state of an
EA (Rigdon 1989). The NIST EA model organizes an                           organization.
architectural description into five different architecture            3. Analyze the gaps between current and future
levels: business unit, information, information system,                    states.
data, and delivery system. The NIST EA model is                       4. Prepare the implementation plan.
shown in Figure 3.                                                    5. Implement the plan.
                                                                  Although Spewak and Hill (1992, p.13) claim that EAP
                                                                  “creates the top two layers of John Zachman’s
                                                                  Framework”, the Zachman Framework is seemingly
                                                                  mentioned only for marketing-related purposes and is
                                                                  not used in any real sense because the actual
                                                                  deliverables of EAP can hardly be mapped to the
                                                                  framework as claimed.        For instance, the EAP
                                                                  methodology and its deliverables are structured around
                                                                  four architecture domains (business, data, applications,
                                                                  and technology), which do not map to the three columns
                                                                  of the Zachman Framework (what – data, how –
                                                                  processes, and where – locations) and do not distinguish
                                                                  between its top two rows (ballpark and owner’s views)
                                                                  (Spewak & Hill 1992, pp.12-13). Subsequently, the EAP
                                                                  methodology served as a basis for many modern EA
                                                                  methodologies (Spewak & Tiemann 2006). The EAP
                                                                  “wedding cake” methodology is shown in Figure 4.
Figure 3: NIST EA Model (Rigdon 1989, p.138)                      At the same time, the Government Accountability Office
                                                                  (GAO) published a somewhat similar architecture
The phrase “enterprise architecture” was first used by
                                                                  development methodology recommended for federal
Zachman (1982) (Harrell & Sage 2010). However, its
                                                                  agencies (GAO 1992).
usage was seemingly accidental since this term was
mentioned only once without any clear definition.
Moreover, it was not used later in subsequent
Journal of Enterprise Architecture – Volume 12, No. 1        31                         © 2016 Association of Enterprise Architects
This methodology is made up of eight steps:                      MODERN ENTERPRISE ARCHITECTURE
    1. Mission and strategy identification                       In 1996 the Congress had enacted the Clinger-Cohen
    2. Function identification and analysis                      Act obliging the Federal Government and all its
    3. Information needs identification and analysis             departments to develop consistent architectures
    4. Data needs identification and analysis                    compatible with the NIST EA model in order to improve
                                                                 the usage of information systems (OMB 1997). As a
    5. Applications identification and analysis
                                                                 response, in 1999 the Federal CIO Council initiated the
    6. Logical system definition                                 Federal Enterprise Architecture (FEA) program and
    7. Alternative architecture identification and               published the corresponding FEA Framework (FEAF)
       analysis                                                  (FEA 2001; FEAF 1999). FEAF is based on the EAP
    8. Target architecture selection                             methodology and aligned with the NIST EA model
                                                                 (FEAF 1999; Thomas et al. 2000; Zachman & Sessions
                                                                 2007). Therefore, FEAF prescribes following the same
                                                                 sequence of steps to practice EA, but recommends
                                                                 describing business, data, applications, and technology
                                                                 architectures in a segmented manner. Similarly to EAP,
                                                                 it is claimed that FEAF is based on the Zachman
                                                                 Framework; however, the Zachman Framework is again
                                                                 “used” only as a symbol without any far-reaching
                                                                 consequences (FEAF 1999, pp.20-23).
Journal of Enterprise Architecture – Volume 12, No. 1       32                        © 2016 Association of Enterprise Architects
and Reconnaissance (C4ISR) framework (C4ISR 1997;                          the current state, description of the desired
Levis & Wagenhals 2000; Sowell 2000) and officially                        state, and development of the action plan
withdrawn in 2000 (Bhagwat 2009; DoDAF 2007a;                              (prototype of EA methodologies).
DoDAF 2009; Goikoetxea 2007; Schekkerman 2004).                    The comparison between BSP, early EA, and modern
C4ISR, in its turn, was later replaced with the                    EA is summarized in Table 1.
Department of Defense Architecture Framework
(DoDAF) (DoDAF 2007a; DoDAF 2007b; DoDAF 2007c)                    Therefore, the concepts and methodologies of EA are far
in 2003 (Bhagwat 2009; DoDAF 2009; Schekkerman                     from new and essentially emerged from BSP in the
2004). After TAFIM had been replaced, its materials                1960s long before the publication of the Zachman
were explicitly given to The Open Group and provided a             Framework (Zachman 1987). All of the foundational
                                   ®
basis for the creation of the TOGAF standard initiated in          ideas constituting the modern concept of EA are thus
1995 (Bhagwat 2009; Perks & Beveridge 2003; TOGAF                  almost 50 years old. In fact, all early and modern EA
2011).     Unsurprisingly, the TOGAF standard also                 methodologies are based on the ideas pioneered by
recommends describing the typical four domains in EA               BSP (Armour et al. 1999; Bernard 2012; Bittler &
(business, data, applications, and technology) and                 Kreizman 2005; Boar 1999; Covington & Jahangir 2009;
recommends the Architecture Development Method                     FEAF 1999; IBM 2006; Longépé 2003; Niemann 2006;
(ADM) with one Preliminary phase and eight cyclic                  Schekkerman 2008; Spewak & Hill 1992; TAFIM 1996b;
phases including describing current and future states,             Theuerkorn 2004; TOGAF 2011; van’t Wout et al. 2010).
analyzing gaps, preparing transition plans, and                    For instance, the modern concept of EA embodied in the
implementing them (TOGAF 2011). The TOGAF ADM is                   TOGAF standard is essentially nothing more than a
shown in Figure 6.                                                 modernized, revamped, and rebranded version of the
                                                                   BSP methodology introduced in the 1960s since the
Presently TOGAF (2011) is the most cited and widely                differences between them are largely stylistic and
discussed publication in EA literature (Simon et al.               inessential with the only notable exception that the
2013). It embodies the modern understanding of EA and              TOGAF framework is iterative in nature and more
is even considered as a de facto industry standard in EA           technical than BSP (see Table 1).
practice by some authors (Brown & Obitz 2011; Dietz &
Hoogervorst 2011; Gosselt 2012; Lankhorst et al. 2010;             At the same time, PRISM (1986), the very first
Sarno & Herdiyanti 2010; Sobczak 2013).                            architecture framework, seemingly had a significant
                                                                   influence on the modern concept of EA. For instance,
CONCLUSION                                                         the organization of architecture according to four
This analysis describes the history of EA and the origin           domains      (organization,  data,    application,   and
of the most discussed EA frameworks: Zachman, FEAF,                infrastructure) initially proposed by the PRISM
and the TOGAF standard (Simon et al. 2013). It clearly             framework was largely adopted by the most prominent
shows that the concept of EA has a long history                    early and modern EA standards and methodologies
beginning in the 1960s when the BSP methodology was                (Bernard 2012; Covington & Jahangir 2009; FEAF 1999;
initiated by IBM.       The fundamental ideas of BSP               Rigdon 1989; Spewak & Hill 1992; TAFIM 1996b;
permeate the entire history of early and modern EA.                TOGAF 2011; van’t Wout et al. 2010). Initially proposed
Specifically:                                                      by King (1978) in its rudimentary form, the idea of using
                                                                   architecture principles as the most fundamental and
      1. BSP suggested that the information systems
                                                                   stable element of EA was elaborated by the PRISM
         planning for the whole organization is carried out
                                                                   framework to its modern form which is currently
         by a dedicated group of experts (prototype of
                                                                   embraced by prominent EA methodologies (Boar 1999;
         Enterprise Architects).
                                                                   Schekkerman 2008; TOGAF 2011; van’t Wout et al.
      2. BSP introduced the notion of architecture for             2010). The PRISM framework also pioneered the idea
         describing the relationship between business              of using architecture standards as the essential
         and IT (prototype of EA).                                 component of EA presently adopted by prominent EA
      3. BSP recommended to describe business, data,               methodologies (Bernard 2012; Spewak & Hill 1992;
         and information systems domains (prototype of             TOGAF 2011; van’t Wout et al. 2010). Additionally, the
         EA domains).                                              PRISM framework explicitly suggested that EA should
      4. BSP proposed various techniques to model                  describe both current and desired states of an
         processes, systems, and data in a formal way              enterprise. This idea is now closely associated with the
         (prototype of EA diagrams).                               very notion of EA (Bernard 2012; FEA 2001).
      5. BSP advocated a formal step-wise process for
         architecture planning including the analysis of
Journal of Enterprise Architecture – Volume 12, No. 1         33                         © 2016 Association of Enterprise Architects
 Aspect                      BSP                                   Early EA                               Modern EA
Definitive source BSP (1975) Spewak and Hill (1992) TOGAF (2011)
 Domains                     Organization, processes, data, and Business, data, applications, and         Business, data, applications, and
                             information systems                technology                                technology
 Modeling                    Relationship matrices, information    Lists, relationship matrices, and      Catalogs, matrices, and diagrams
                             systems networks, and flowcharts      diagrams
 Methodology                 Describe current and desired          Describe current and future states, Describe baseline and target
                             states, prepare an action plan, and   prepare an implementation plan,     states, prepare a transition plan,
                             implement it                          and implement it                    implement the plan, and repeat
                                                                                                       the process
 Difference from the         N/A                                   Pays more attention to technical       Iterative in nature
 predecessor                                                       aspects
The Zachman Framework (Zachman 1987), which is                             1989; Spewak & Hill 1992; TAFIM 1996b; TOGAF 2011)
widely considered to be the seminal EA innovation, does                    which structure an architectural documentation
not seem to have played a significant role in the                          according to the four domains (business, data,
formation of the concept of EA because this framework                      applications, and technology).       The documentary
did not introduce any ideas that were subsequently                         evidence cited strongly suggests that the Zachman
adopted by the early or modern concepts of EA. For                         Framework, even if referred to, as in the cases of EAP
instance, the organization of architecture according to                    and FEAF, did not significantly influence any EA
different perspectives (planner, owner, designer, builder,                 frameworks and methodologies in any real sense. The
and subcontractor) and interrogatives (what, how, and                      actual role of the Zachman Framework as the source of
where) recommended by the Zachman Framework was                            the basic concepts of EA seems to be overstated in the
not adopted by the most prominent early and modern EA                      conventional wisdom. This is not to say that the
standards and methodologies (FEAF 1999; Rigdon                             Zachman Framework did not add any value to the
Journal of Enterprise Architecture – Volume 12, No. 1                 34                               © 2016 Association of Enterprise Architects
discipline, only that its concepts did not find their way            R.S. Bittler, G. Kreizman: Gartner Enterprise Architecture
into the bulk of the community’s thinking on the subject.            Process: Evolution 2005, G00130849, Gartner, Stamford, CT,
                                                                     pp.1-12 (2005).
Based on the available documentary evidence, I
conclude that the widespread belief that the concept of              S.C. Blumenthal: Management Information Systems: A
EA originated with the Zachman Framework is                          Framework for Planning and Development, Englewood Cliffs,
                                                                     NJ: Prentice Hall (1969).
unwarranted. A comparison between the conventional
wisdom about EA and what the historical evidence                     B.H. Boar,: Constructing Blueprints for Enterprise IT
shows about the actual origins of EA is summarized in                Architectures, New York, NY: Wiley (1999).
Table 2.The evidence-based comparison shows that all                 A. Brown, T. Obitz: Enterprise Architecture is Maturing:
the fundamental ideas of EA belong to the BSP                        Findings from the Infosys Enterprise Architecture Survey 2007,
methodology, some ideas belong to the PRISM                          Infosys, Bangalore, India, pp.1-38 (2011).
framework, and none of them come from the Zachman
                                                                     BSP: Business Systems Planning: Information Systems
Framework. The modern concept of EA is conceptually
                                                                     Planning Guide (1st Edition), GE20-0527-1, IBM Corporation,
rooted in the BSP methodology initiated by IBM in the                White Plains, NY (1975).
1960s and is significantly shaped by the novel ideas
introduced by the PRISM framework.                                   BSP: Business Systems Planning: Information Systems
                                                                     Planning Guide (4th Edition), GE20-0527-4, IBM Corporation,
Despite my best efforts to find and analyze all early                Atlanta, GA (1984).
information systems planning publications that might
have influenced the modern concept of EA, the analysis               T.F. Buss, A. Shillabeer: IT and Enterprise Architecture in US
                                                                     Public Sector Reform: Issues and Recommendations, in
provided in this article may not be exhaustive since
                                                                     Enterprise Architecture for Connected E-Government:
many early publications have apparently never been                   Practices and Innovations, P. Saha (Ed.), Hershey, PA:
digitized and cannot be obtained for analysis now.                   Information Science Reference, pp.412-440 (2012).
Nevertheless, even this potentially incomplete analysis
clearly demonstrates that the concept of EA has a long               C4ISR Architecture Framework, Version 2.0, Department of
                                                                     Defense, Arlington County, VA (1997).
history and provides a more objective discussion of its
origins than the conventional wisdom. Finally, I would               W.M. Carlson: Business Information Analysis and Integration
be very grateful if any readers of this article could                Technique (BIAIT): The New Horizon, Data Base (10:4), pp.3-9
provide me with any additional relevant information that             (1979).
can help further clarify the real history of EA.                     R. Covington, H. Jahangir: The Oracle Enterprise Architecture
                                                                     Framework, Oracle, Redwood Shores, CA (2009).
ABOUT THE AUTHOR
                                                                     T.H. Davenport: Saving IT’s Soul: Human-Centered
Svyatoslav Kotusev is a researcher at RMIT University,               Information Management, Harvard Business Review (72:2),
Melbourne, Australia. He has spent the last two years                pp.119-131 (1994).
studying EA practices in organizations. Prior to his
academic career he held various software development                 J.L. Dietz, J.A. Hoogervorst: A Critical Investigation of TOGAF
                                                     ®
and architecture positions in industry. He is a TOGAF 9              – Based on the Enterprise Engineering Theory and Practice, in
                                                                     Advances in Enterprise Engineering V, A. Albani, J.L. Dietz, J.
Foundation certified architect.      Svyatoslav can be               Verelst (Eds.), Berlin: Springer, pp.76-90 (2011).
reached at kotusev@kotusev.com.
                                                                     DoDAF: The DoDAF Architecture Framework, Version 1.5
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