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Home Page for the Information Technology (IT) Discipline

"Capacity Model Management"


Table of Contents

Introduction: Introduction: Introduction to Capacity Model Management
Framework: Using This Artifact as a "Capacity Model Management Framework"
Glossary of Related Terms: The "Capacity Model Management Glossary"
Capabilities: Capacity Model Management as an Enterprise Capability
Ownership: Clearly Defined Capacity Model Management Ownership is Critical for Success
Verbs and Actions: Understanding Why Verbs and Actions are Important to Capacity Model Management
Roles: Key Verb and Action Driven Roles For Capacity Model Management
Taxonomy: Understanding Capacity Model Management Classifications or Categorizations
Life Cycle (Lifecycle): Data Lifecycle Phases for Capacity Model Management
Metrics: Capacity Model Management Metrics
Services: Capacity Model Management as a Set of Services (a.k.a. Capacity Model Management Services)
Principles & Best Practices: Common Principles and Best Practices for Capacity Model Management
Further Reading and Reference Material for Capacity Model Management


Introduction: Introduction to Capacity Model Management

This document represents an aggregated, ordered and contextualized view of the material we've been able to compile and publish that is related to the topic of "Capacity Model Management." The goal is to make this page a landing and launch point for all things related to this topic. As our content becomes more complete and more accurate, this page should become a very useful and powerful knowledge base for this topic and all parties interested in it.

You'll find that the content for this document is consistent with that of other discipline related documents. This is intentional. The consistency is based on a knowledge pattern that helps individuals learn more about different topics, quicker and more efficiently. We hope you find the material useful and easy to learn.

It's important to realize that content in this document and any related sub-documents are constantly evolving. Therefore, we recommend you check for updates, regularly, to keep up with the latest material.

The Foundation always welcomes your feedback and suggestions for improvement, as we're always looking for ways to improve our solutions and offerings to the general community.

All solutions published by the Foundation are subject to the terms and conditions of the Foundation's Master Agreement.


Framework: Using This Artifact as a "Capacity Model Management Framework"

This document or artifact, along with everything in it, is intended to act as a "Framework" that addresses various aspects of Capacity Model Management.

The readers will notice that most sections in the Table of Contents (TOC) use a format where the TOC entry is prefixed with a topic name, followed by a short descriptive title (i.e. "TOPIC_NAME: TOPIC_RELATED_SECTION_TITLE"). This is intentional and represents a format by which the Foundation may achieve things like the identification of appropriate topic areas, the segregation of distinct topic areas from each other, the appropriate ordering of topic areas, and achieve the maintenance of consistency, both, within and across different IT Disciplines.

To elaborate, this artifact is intended to:

  1. Organize different areas of the discipline known as Capacity Model Management into clear and compartmentalized areas that allow the Foundation to more effectively and productively collect, document and publish information that pertains to this discipline.
  2. Decompose each area of Capacity Model Management into smaller and, therefore, more digestible units for more efficient learning and understanding.
  3. Document common industry wisdom about each area, piece or subcomponent of Capacity Model Management
  4. Act as a set of Capacity Model Management related best practices and guidelines that have been collected, documented, and published for the benefit of IT Professionals, regardless of their specific industry, line of business, or area of expertise.
  5. Act as a consistent and repeatable pattern for documenting, publishing and learning, both, within this Discipline and across "all" Disciplines.

From the Foundation's perspective, if done correctly, all of the above will allow the Foundation to properly decompose, document and publish content related to each sub-area or sub-topic for each IT Discipline, including this specific discipline (i.e. "Capacity Model Management").

From the reader's perspective, if done correctly, all of the above will allow him or her to easily find and learn about specific areas of interest associated with this and all other IT Disciplines in a manner where the reader may effectively consume and digest material in small atomic segments that act as repeatable and more effective learning units.

As this artifact evolves and progresses, the reader will see it address key areas of the professional IT Discipline "Capacity Model Management" that range from its detailed definition through closely related terms, phrases and their definitions, to its detailed specification of Capacity Model Management Capabilities, and all the way through to defining, delivering, operating and supporting Capacity Model Management Services.

As mentioned previously, this document will continue to evolve and the Foundation recommends the reader check back, regularly, to stay abreast of modifications and new developments. It is also important to understand that the structure of this artifact may change to meet the needs of such evolution.


Glossary of Related Terms: The "Capacity Model Management Glossary"

IT Glossary

Language between IT professionals and the businesses we serve is often a significant barrier to success, as we often spend countless hours trying to interpret each other's meanings. This is often also true between IT professionals who are taught to use certain terms and definitions as part of the organizations and industries they serve. It's when you start to jump from organization to organization, from enterprise to enterprise, and from industry to industry that you realize how much time and effort is wasted on just getting language and meanings correct. For these reasons, the Foundation puts a great deal of focus on terms and phrases, as well as their corresponding definitions. We highly recommend you spend time learning and understanding all of the related terms and phrases, along with their meanings, for all areas of "Capacity Model Management."

Capacity Model Management Glossary
Capacity Model Capacity Model Management Reference Architecture
Capacity Model Automation Capacity Model Management Release
Capacity Model Catalog Capacity Model Management Report
Capacity Model Catalogue Capacity Model Management Reporting
Capacity Model Configuration Capacity Model Management Roadmap
Capacity Model Configuration Item Capacity Model Management Role
Capacity Model Configuration Management Capacity Model Management Schedule
Capacity Model Cost Capacity Model Management Security
Capacity Model Data Entity Capacity Model Management Service
Capacity Model Database Capacity Model Management Service Assurance
Capacity Model Decommission Capacity Model Management Service Contract
Capacity Model Delivery Capacity Model Management Service Level Agreement (SLA)
Capacity Model Dependency Capacity Model Management Service Level Objective (SLO)
Capacity Model Deployment Capacity Model Management Service Level Requirement (SLR)
Capacity Model Document Capacity Model Management Service Level Target (SLT)
Capacity Model Document Management Capacity Model Management Service Provider
Capacity Model File Plan Capacity Model Management Service Request
Capacity Model Framework Capacity Model Management Software
Capacity Model Governance Capacity Model Management Solution
Capacity Model History Capacity Model Management Stakeholder
Capacity Model Identifier Capacity Model Management Standard
Capacity Model Inventory Capacity Model Management Strategy
Capacity Model Item Capacity Model Management Supply
Capacity Model Lifecycle Capacity Model Management Support
Capacity Model Lifecycle Management Capacity Model Management System
Capacity Model Management Capacity Model Management Theory
Capacity Model Management Application Capacity Model Management Training
Capacity Model Management Best Practice Capacity Model Management Vision
Capacity Model Management Capability Capacity Model Management Workflow
Capacity Model Management Center of Excellence Capacity Model Metadata
Capacity Model Management Certification Capacity Model Migration
Capacity Model Management Class Capacity Model Plan
Capacity Model Management Community of Practice (CoP) Capacity Model Portfolio
Capacity Model Management Course Capacity Model Portfolio Management
Capacity Model Management Data Capacity Model Processing
Capacity Model Management Data Dictionary Capacity Model Record
Capacity Model Management Database Capacity Model Records Management
Capacity Model Management Demand Capacity Model Repository
Capacity Model Management Dependency Capacity Model Reuse
Capacity Model Management Document Capacity Model Review
Capacity Model Management Documentation Capacity Model Schedule
Capacity Model Management File Plan Capacity Model Schematic (Schema)
Capacity Model Management Form Capacity Model Security
Capacity Model Management Framework Capacity Model Software
Capacity Model Management Governance Capacity Model Strategy
Capacity Model Management Lessons Learned Capacity Model Support
Capacity Model Management Metric Capacity Model Taxonomy
Capacity Model Management Operating Model Capacity Model Termination
Capacity Model Management Organization Capacity Model Tracking
Capacity Model Management Plan Capacity Model Tracking Software
Capacity Model Management Platform Capacity Model Transaction
Capacity Model Management Policy Capacity Model Unique Identifier
Capacity Model Management Portfolio Capacity Model Verification
Capacity Model Management Principle Capacity Model Version
Capacity Model Management Procedure Capacity Model Workflow
Capacity Model Management Process Centralized Capacity Model Management
Capacity Model Management Professional Decentralized Capacity Model Management
Capacity Model Management Program Enterprise Capacity Model Management
Capacity Model Management Project Federated Capacity Model Management
Capacity Model Management Reference Architecture Regional Capacity Model Management

Please refer to the IT Glossary for other terms and phrases that may be relevant to this professional discipline.

Readers may also refer to the Taxonomy of Glossaries for terms and phrases that are semantically grouped according to IT Disciplines or enterprise domains.


Capabilities: Capacity Model Management as an Enterprise Capability

A Capability, as it pertains to Information Technology (IT) or to an enterprise that an IT Organization serves, is defined to be "A manageable feature, faculty, function, process, service or discipline that represents an ability to perform something which yields an expected set of results and is capable of further advancement or development. In other words, a Capability is nothing more than "the ability to do something" or, quite simply, a Feature or Function. Therefore, when applied to an enterprise, a Capability represents a critical Enterprise Feature or Enterprise Function.

When it comes to Capabilities, there are multiple types that an enterprise needs to be aware of. Examples include but are not limited to:

As can be seen above, there are Capabilities that are associated with Resources, Organizations, and Assets such as Systems. All are important to an enterprise.

In the case of this IT Discipline (i.e. Capacity Model Management), we use the word Capability in the context of an Enterprise Capability or an IT Capability, which are both equivalent to Enterprise Disciplines or IT Disciplines, respectively. In short, the Capability of Capacity Model Management represents the ability to deal with any and all Capacity Model Items and anything relevant that is related to or associated with any Capacity Model Items.

If you think about it, a capability is really nothing more than a "verb" or "action that represents "the ability to do something." Understanding this allows us to derive a consistent and highly repeatable set of sub-capabilities for any Noun we're dealing with. For example:

In summary, the implication is that the Enterprise Capability or Enterprise Discipline known as Capacity Model Management is the superset of all the above Sub-Capabilities, as they pertain to or are applied to the discipline-specific Noun: "Capacity Model." This now translates more specifically to:

For a more complete list of very specific Capabilities/Disciplines, refer to the Foundation's Master Inventory of IT Disciplines. It is important to note that this inventory is in a flat or non-hierarchical form, specifically because "hierarchy" is almost always a matter of personal preference or context (what hierarchy is important to one Resource or Organization may be unimportant to another's needs or requirements). Therefore, the Foundation has published its inventory of Capabilities in a non-hierarchical, flat form.

This now brings us to a very obvious problem that surrounds Capabilities, which is the fact that there are simply too many "granular" or "specific" Capabilities to document and publish in any single Capability Model. The end result is that a Capability Model may become unwieldy because of trying to incorporate so many different specific Capabilities. Also, Capability Modeling "Purists," who all have their own (and very differing) opinions about how Capability Models should or should not be represented, almost always refuse to get into the details. To address this, we recommend using a generic set of Capabilities that map to and are driven by the Systems Development Life Cycle. For example:

As you can see from the above, we now have a very limited, controlled and manageable set of Discipline-specific Capabilities for the Discipline Capacity Model Management.

As a reminder, the above Capability representations are "suggestions" for baselining or initializing your own Enterprise Capability Model (ECM). It's recommended that you take the time to work with your enterprise stakeholders to improve upon and/or customize your own ECM so that you can help meet their needs. However, with that being said, it's always a better idea to go in with a baseline that you can modify rather than building your own solution from scratch, especially if your goals are to standardize, not reinvent the wheel, and not deviate too far from what other enterprises are doing to model their own environments. This is especially true if you've never had any experience building ECMs that have gained and maintained full adoption.

Why do enterprises perform Capability Modeling? Enterprises most often build Capability Models that are associated with Capacity Model Management for the following reasons...

Capability Modeling Recommendations: Some things to consider and keep in mind when working on or creating your Capacity Model Management and Enterprise Capability Models...


Ownership: Clearly Defined Capacity Model Management Ownership is Critical for Success

IT Discipline Ownership

Here's a very simple fact... If an enterprise does not establish and enforce clearly defined Ownership (i.e. a Resources and his or her Organization are assigned as accountable ownership) for Capacity Model Management, the enterprise has automatically set itself up for failure in its implementation of that discipline. Therefore, if you and your enterprise want to implement and maintain a successful solution for Capacity Model Management, there must be a clearly defined Owner that can and will be held accountable for getting work done, providing transparency, helping with strategy setting, and coordinating implementation of Capacity Model Management as a fully functional and mature enterprise Service.

Having clearly defined Ownership should not be confused with having fully dedicated Resources that spend one hundred percent of their time working on Capacity Model Management. In fact, smaller enterprises can rarely afford to dedicate full time Resources, like larger enterprises can, to all enterprise IT Disciplines. This being the case, all IT Disciplines, including Capacity Model Management, should "always" have clearly defined Owners so that there is always a clear point of accountability and contact for any issues or work that need to be addressed.

In addition to the common best practice of having clearly assigned Ownership for Capacity Model Management, it is also considered a best practice to clearly publish and socialize Capacity Model Management Ownership details to a centralized location (often referred to as a "Service Catalog" or an "Enterprise Service Catalog"), along with Ownership details for all other IT Disciplines, so that the entire enterprise has constant access to it.

Canonical Ownership of an Enterprise Capability

Figure: How Ownership of the Capability Capacity Model Management fits into the Canonical Model for IT

The above figure helps us understand how Capability or Discipline Ownership fits into the Canonical Model for Information Technology (IT) (i.e. "Think," "Deliver," and "Operate"). Owners are assigned to individual Disciplines or Capabilities, such as Capacity Model Management, and are instantly made accountable to the enterprise for the results of all Capacity Model Management Thinking activities (i.e. Strategy, Research, Planning and Design), all Capacity Model Management Delivery activities (i.e. Construction, Deployment and Quality Assurance), and all Capacity Model Management Operations activities (i.e. Use, Maintenance and Support). Done correctly, Capacity Model Management Ownership is constant and ongoing. It's important to understand that such assigned Ownership should "never" end so that there is clear and constant accountability and transparency for all aspects of the Canonical Model to the enterprise.

Not having clear Ownership for Capacity Model Management means that there is no clear understanding of who is accountable for it, who can provide understanding of what's going on within it, who can help the enterprise provide short term and long term descriptions of work being performed within the Discipline area to improve it over time for its customers, and who can help with getting work done that's associated with it. It means your or your enterprise's implementation for Capacity Model Management will be highly incomplete and erratic because no one is constantly (or even partially) watching over the Discipline and its needs for maintenance and evolution. Not having clear Capacity Model Management Ownership is a recipe for confusion and, sometimes, even chaos.

In summary, if you and your enterprise truly want to be successful with your implementation of Capacity Model Management, ensure that a clear and highly accountable owner is identified and assigned to the Discipline. Publish those ownership details, preferably in an enterprise's Service Catalog, and socialize it so everyone knows whom to go to for answers and for help with Capacity Model Management related work. In other words, if you want to implement Capacity Model Management as an enterprise Service, then you absolutely must start with clearly defined, published and socialized Ownership.


Verbs and Actions: Understanding Why Verbs and Actions are Important to Capacity Model Management

Throughout the Foundation's documentation, you will continuously run into the references of "Nouns and Verbs." These concepts are key to consistency and standardization, throughout the IT Industry, down to each and every IT Discipline. Given that we've discussed the impact of "Nouns" on the discipline of "Capacity Model Management," this section will start to discuss the importance of "Verbs" or "Actions" that can be performed with or against the key Noun or Nouns associated with this Discipline. To reiterate, Verbs or Actions allow us to clearly understand what can be performed on or with the Noun in question. As will be discussed in the next section, Verbs or Actions will also help us clearly identify whom it is (i.e. the "who" or more specifically the Roles) that performs or executes such Verbs or Actions against a Discipline and its associated Noun or Nouns. As will be discussed later, Verbs or Actions will also help identify key Attributes (i.e. Field Names) that are necessary for the very data definition of the Noun or Nouns for this Discipline and will even help identify which Verbs or Actions can be automated for this Discipline.

As a reminder, the base Noun for the discipline known as Capacity Model Management is: "Capacity Model," which is sometimes referred to as a the Noun: "Capacity Model Item."

By now, it should be becoming apparent that verbs represent a baseline for defining solid functional requirements and sub-capabilities for what would be a part of any good Capacity Model Management System or Service. What this means is that if you and/or your Organization is looking for a solution in this space (e.g. the purchasing or building of a software solution or the implementation of a Service to address the needs of Capacity Model Management), you could use discipline-related verbs to drive the foundation of what the solution should or shouldn't do, as mapped to specific stakeholders that will use or provide the solution.

Examples of the types of Verbs or Actions that are important to this Discipline include but are not limited to:

The above list represents a very small subset of all Verbs or Actions that are relevant for this Discipline. The more complete set can be found in the Roles section of this document, where readers can see the direct correlation of Verb to Noun and to, both, Generic Role and Discipline Specific Role.


Roles: Key Verb and Action Driven Roles For Capacity Model Management

An "action" or a "verb" is something that can be performed on or with a specific "noun." The reason it is important to itemize all relevant verbs is because we can now start to determine what we can or cannot do with the noun in question, where in this case the noun is "Capacity Model."

Actions/Verbs Example as Applied to "Capacity Model" Generic Roles Discipline-Specific Roles
Administrate Administrate Capacity Model Administrator Capacity Model Administrator
Approve Approve Capacity Model Approver Capacity Model Approver
Architect Architect Capacity Model Architector Capacity Model Architector
Archive Archive Capacity Model Archiver Capacity Model Archiver
Audit Audit Capacity Model Auditor Capacity Model Auditor
Bundle Bundle Capacity Model Bundler Capacity Model Bundler
Clone Clone Capacity Model Cloner Capacity Model Cloner
Code Code Capacity Model Coder Capacity Model Coder
Configure Configure Capacity Model Configurer Capacity Model Configurer
Copy Copy Capacity Model Copier Capacity Model Copier
Create Create Capacity Model Creator Capacity Model Creator
Decommission Decommission Capacity Model Decommissioner Capacity Model Decommissioner
Delete Delete Capacity Model Deletor Capacity Model Deletor
Deploy Deploy Capacity Model Deployer Capacity Model Deployer
Deprecate Deprecate Capacity Model Deprecator Capacity Model Deprecator
Design Design Capacity Model Designer Capacity Model Designer
Destroy Destroy Capacity Model Destroyer Capacity Model Destroyer
Develop Develop Capacity Model Developer Capacity Model Developer
Distribute Distribute Capacity Model Distributor Capacity Model Distributor
Download Download Capacity Model Downloader Capacity Model Downloader
Edit Edit Capacity Model Editor Capacity Model Editor
Educate Educate Capacity Model Educator Capacity Model Educator
Export Export Capacity Model Exporter Capacity Model Exporter
Govern Govern Capacity Model Governor Capacity Model Governor
Import Import Capacity Model Importer Capacity Model Importer
Initialize Initialize Capacity Model Initializer Capacity Model Initializer
Install Install Capacity Model Installer Capacity Model Installer
Instantiate Instantiate Capacity Model Instantiator Capacity Model Instantiator
Integrate Integrate Capacity Model Integrator Capacity Model Integrator
Manage Manage Capacity Model Manager Capacity Model Manager
Merge Merge Capacity Model Merger Capacity Model Merger
Modify Modify Capacity Model Modifier Capacity Model Modifier
Move Move Capacity Model Mover Capacity Model Mover
Own Own Capacity Model Owner Capacity Model Owner
Package Package Capacity Model Packager Capacity Model Packager
Persist Persist Capacity Model Persister Capacity Model Persister
Plan Plan Capacity Model Planner Capacity Model Planner
Purge Purge Capacity Model Purger Capacity Model Purger
Receive Receive Capacity Model Receiver Capacity Model Receiver
Record Record Capacity Model Recorder Capacity Model Recorder
Recover Recover Capacity Model Recoverer Capacity Model Recoverer
Register Register Capacity Model Registrar Capacity Model Registrar
Relocate Relocate Capacity Model Relocator Capacity Model Relocator
Reject Reject Capacity Model Rejecter Capacity Model Rejecter
Remove Remove Capacity Model Remover Capacity Model Remover
Replicate Replicate Capacity Model Replicator Capacity Model Replicator
Report Report Capacity Model Reporter Capacity Model Reporter
Request Request Capacity Model Requestor Capacity Model Requestor
Restore Restore Capacity Model Restorer Capacity Model Restorer
Review Review Capacity Model Reviewer Capacity Model Reviewer
Save Save Capacity Model Saver Capacity Model Saver
Search Search Capacity Model Searcher Capacity Model Searcher
Split Split Capacity Model Splitter Capacity Model Splitter
Sponsor Sponsor Capacity Model Sponsor Capacity Model Sponsor
Store Store Capacity Model Storer Capacity Model Storer
Strategize Strategize Capacity Model Strategizer (or Strategy Setter) Capacity Model Strategizer (or Capacity Model Strategy Setter)
Support Support Capacity Model Supporter Capacity Model Supporter
Train Train Capacity Model Trainer Capacity Model Trainer
Upgrade Upgrade Capacity Model Upgrader Capacity Model Upgrader
Upload Upload Capacity Model Uploader Capacity Model Uploader
Version Version Capacity Model Versioner Capacity Model Versioner
View View Capacity Model Viewer Capacity Model Viewer

At a minimum, the above list of Verbs can be used to help identify, track, and manage the basic "Features" required by and associated with Capacity Model Management, even if your enterprise doesn't maintain a Capability Model that lists specific Capacity Model Management Capabilities. Application designers, developers, and architects often find such Verb Lists or Feature Inventories to be invaluable.


Taxonomy: Understanding Capacity Model Management Classifications or Categorizations

A Taxonomy, in its noun form, is defined as:

...a documented and orderly set of types, classifications, categorizations and/or principles that are often achieved through mechanisms including but not limited to naming, defining and/or the grouping of attributes, and which ultimately help to describe, differentiate, identify, arrange and provide contextual relationships between the entities for which the Taxonomy exists.

From this general definition, we can derive that the definition for a Capacity Model Management Taxonomy is:

...a documented and orderly set of types, classifications, categorizations and/or principles that are often achieved through mechanisms including but not limited to naming, defining and/or the grouping of attributes, and which ultimately help to describe, differentiate, identify, arrange and provide contextual relationships between Capacity Model Items, Entities or Types.

In short, what this means all means is that a Taxonomy is nothing more than a classification or typing mechanism and that a Capacity Model Taxonomy is nothing more than a classification or typing mechanism that helps people and systems distinguish between different Capacity Model Items, Entities, Types, Records or any other Capacity Model Management element you can think of.

It's important to understand that Taxonomies can be as simple as a list of relevant terms or phrases with respective meanings or definitions or they can take on more complex forms, such as hierarchical and graphical model structures that can be homogeneous and heterogeneous in nature. More complex Taxonomies include examples such as "Visual Taxonomies" and "Audible Taxonomies" but, expect in the case of very special technologies, are typically out of scope for general Information Technology (IT) Operations.

The Foundation directs readers to its ever-evolving Inventory of Taxonomies for Standard Taxonomy suggestions. Specifically, readers may want to start with the Taxonomy of Taxonomies, which helps make it clear that the IT Industry is composed of many hundreds if not thousands of Taxonomies, Classifications, Categorizations or Types.


Life Cycle (Lifecycle): Data Lifecycle Phases for Capacity Model Management

Data Lifecycle (or Life Cycle) for any and all data is the period from the "inception" of data through to its ultimately being "purged" from existence. This is no different for Capacity Model Management related data.

Like the data associated with any other professional IT Discipline, Capacity Model Management related data adheres to the following common Data Lifecycle Phases:

Data Lifecycle Phases

Figure: Capacity Model Management Lifecycle Phases

  1. Inception: Data is in it's raw idea-like form and is not ready for consumption by the general population because it has not been documented or registered, anywhere, in a formal manner.
  2. Creation and Registration: Data is formally put into existence for day-to-day use by appropriate stakeholders.
  3. Iterative Maintenance: Data is in a mode of constant use and is updated and modified, as needed, to meet the needs of daily use by various stakeholders.
  4. Decommission and Deletion: Data is prepared for deletion and eventually deleted from daily operational use but still exists for administrative or organizational purposes, such as historical auditing. It can be restored to any one of its relevant last states and, therefore, can be brought back into existence for day-to-day use.
  5. Purged From Existence: Data is completely removed from an environment with no means to restore or reconstruct it, without recreating it from scratch and with no guarantees that it will match it's previous state.

The above Life Cycle Phases represent the high level transitions that occur from the inception of Capacity Model Items or Entities all the way through to their complete elimination from existence. A more detailed breakdown of these transitions or phases represents what are referred to as "Capacity Model Management States."


Metrics: Capacity Model Management Metrics

As with any professional Discipline, the place to start with when dealing with Capacity Model Management specific metrics is with standard metrics categorizations. Standard Metrics Categorizations, or what are commonly referred to as "SMCs," include but are not limited to...

Capacity Model Management Quantitative Metrics: Quantitative metrics for Capacity Model Management often revolve around the "counting" of key constructs that are associated with the Discipline. For example, the number of Capacity Model Items or Entities that have been Created, Edited or Modified, Copied or Cloned, Destroyed, Archived, Restored, etc. (Note the correlations to key Capacity Model Management Verbs!). Also, the counts for things like the number of Capacity Model Management Stakeholders, such as but not limited to Paying Customers, End Users, Employees, Consultants, etc. are also very useful.

Capacity Model Management Qualitative Metrics: Qualitative metrics for Capacity Model Management often revolve around concepts such as Capacity Model Management Defects, Failures, Problems, Incidents, and/or Issues. So, for example, if we were to capture the number of Capacity Model Management Defects (i.e. their counts) over time, we could do things like see if Defect quantities are going up or down, over time, allowing us to explore that area for things like correlating Causes and Effects.

Capacity Model Management Time Metrics: When dealing with Capacity Model Management Time Metrics, there are usually two forms. The first was introduced in the previous paragraph, which has to do with capturing and measuring things like Quantitative or Qualitative Metrics, over time. In this case, we capture other metric categories, over time, with the intent to see how they change and perform, based on modifications to the Capacity Model Management Operating Environment. The second form of Time related metrics has to do with system or operational performance, such as in the case of how long it takes to process a Capacity Model Management Request, from the time it is created to the time the Requester gets a satisfactory deliverable that allows him or her to move on with his or her work.

Capacity Model Management Utilization Metrics: Utilization Metrics specifically have to do with the consumption of Capacity Model Management specific solutions or deliverables. For example, tracking the number of Capacity Model Management Service Requests, over periods of time, along with their corresponding Capacity Model Management Deliverables, allows one to measure how active Capacity Model Management Services are against other Services that may exist within the Enterprise.

Capacity Model Management Financial Metrics: As is always the case for any single Discipline, Financial Metrics for Capacity Model Management always revolve around things like revenue, expenses, and profits, both, for operators of the Service or Services and for consumers of the Service or Services. For example, if a Capacity Model Management Request is invoked by a Capacity Model Management Customer (acting as the "Requester"), it becomes important to be able to identify and understand what the cost is to that Customer who is invoking the Request, and it also becomes important to understand why that cost is what it is. In the case of Services that do not yield revenue or profits, measuring costs is a strong way to, at very least, help understand the costs associated with each Service being performed by, within, external to, and for the Enterprise and its Customers.

Note: It's important to understand that, when it comes to metrics, enterprises should take a "Crawl," "Walk," "Run" approach to collecting, working with, and understanding them. That is, you cannot get to complex metrics collection, dissection, analysis, and understanding until you start with basic metrics and slowly work your way to more complex metrics representations.


Services: Capacity Model Management as a Set of Services (a.k.a. Capacity Model Management Services)

One of the most important concepts you will learn about Capacity Model Management (or any Discipline, for that matter) is the notion of implementing the Discipline as an accountable, planned, controlled, transparent, and managed "Service."

In short, Services represent a logically "bounded" and repeatable sets of work types, activities or tasks that are performed by humans and/or machines, with the specific intent to provide outputs or deliverables, in the form of solutions for the requesting Stakeholders who are commonly considered the customers of such Services. In other words, we perform and/or provide a Service to deliver very specific solutions to very specific Stakeholders who are looking for a means to solve a certain problem they have.

Services can be performed manually (i.e. by people), automatically (i.e. by machines such as Computers), or by a combination of the two (i.e. a hybrid that is both manually and automated).

Capacity Model Management Service Components: The successful implementation of Capacity Model Management as a set of Services for your enterprise usually implies that a number of key components have been established to support it. These components are:

  1. A clearly documented and socialized Capacity Model Management Service Owner
  2. A clearly documented and socialized Capacity Model Management Service Provider, Organization or Group who is performing the Service or work
  3. A clearly documented and socialized inventory of all Capacity Model Management Service Inputs, including Capacity Model Management Service Requests and any artifacts necessary to support such Requests
  4. For every Capacity Model Management Service Input, a clearly documented and socialized inventory of Capacity Model Management Service Outputs, making it clear to consumers what they can expect to receive as a result of a successful Service Request
  5. For every Capacity Model Management Service Input, a clearly documented and socialized inventory of the work being performed by the Service Provider to achieve such Outputs or Deliverables
  6. For every Capacity Model Management Service Input, a clearly documented and socialized inventory Service Levels that can be used to set expectations and measure actuals against for said Service Outputs

Capacity Model Management Ownership: The most important thing to understand about a Capacity Model Management Service is that, in order for such a Service to be successful, there must be a clear and accountable Owner for it. That is, there needs to be a very clear and accountable named person or organization that owns and is fully responsible for the Service, all of its sub-Services and, most importantly, all of the Service's "Outcomes." Without clear ownership, Services are almost never successful. And, for those few occasions where Services are successful without clear ownership, you can assume that they're successful because the people working in those Service areas are acting as heroes, or... the those Services are just plain lucky (that kind of luck doesn't last for long).

Capacity Model Management Service Inputs: There are typically two types of inputs to any Capacity Model Management Service. The first is what is known as a "Capacity Model Management Service Request" and the second really represents any and all supporting artifacts that are necessary to support such requests, including but not limited to Data and Information in the form of Documents, either electronic or paper in form. Many would argue that the "money" to pay for the Service execution of the Request would be the third but, for now, we will assume that payment is controlled through the Data and Information provided to the Service Operators, in support of the Request.

Capacity Model Management Service Outputs: The outputs of any Service are often referred to as the Service's Deliverables. Therefore, the readers should be aware that the terms "Capacity Model Management Outputs" and "Capacity Model Management Deliverables" are synonymous and interchangeable. All work performed in any enterprise is, by default, a Service that is being performed for someone else and, therefore, all work or Services yield results. These results are the Service's Outputs or Deliverables and a good Service ensures that such Outputs are appropriately documented to the consumers of said Service. This means that for any given Capacity Model Management Service Request Type or Category there will be one or more clearly defined and documented Outputs or Deliverables, making it clear to the consumer what he, she, or they will get in response to their Request. This can be as simple as an answer to a question or as complex as the Merger of two enterprises.

Capacity Model Management Service Levels: Service Levels represent "performance agreements," contractual or otherwise, that dictate how well a Capacity Model Management Service should perform, most often keeping the Customers, Consumers, Clients or End Users of the Service in mind. Capacity Model Management Service Levels can come in many forms and are often worked out by the Customers paying for the Services and the Service Providers who sell or provide the Services. In many cases, Service Levels are also self-imposed by the Service Providers performing the Services as a means to set expectations for Service Customers. In short, Capacity Model Management Service Levels are constraints, limitations, and/or expectations that are tied directly to Capacity Model Management Service Deliverables. They represent measures for things like quality, efficiency, and cost against said Deliverables or Outputs that allow the consumer of such Services to measure what they actually get against what they expected to get.


Principles & Best Practices: Common Principles and Best Practices for Capacity Model Management

A "Principle" is defined as being: "A professed assumption, basis, tenet, doctrine, plan of action or code of conduct for activities, work or behavior." Therefore, we can deduce the definition of "a Capacity Model Management Principle" to be:

Capacity Model Management Principle: "1. A professed assumption, basis, tenet, doctrine, plan of action or code of conduct for any activities, work or behavior associated with the Discipline known as Capacity Model Management."

A "Best Practice" is defined as being: "One or more Activities, Actions, Tasks or Functions that often do not conform with strict Standards and that have evolved, over time, to be considered as conventional wisdom for consistently and repeated achieving Outcomes or Results that can be measured as being equal to or above acceptable norms." Therefore, we can deduce the definition of "a Capacity Model Management Best Practice" to be:

Capacity Model Management Best Practice: "1. One or more Capacity Model Management related Activities, Actions, Tasks or Functions that often do not conform with strict standards and that have evolved, over time, to be considered as conventional wisdom for consistently and repeatedly achieving Outcomes or Results that can be measured as being equal to or above acceptable norms."

The plural form of this term would be "Capacity Model Management Best Practices."

Common Capacity Model Management related principles and best practices exist to help achieve higher than average expectations of quality and to ease in the implementation, support, operations, and future change associated with the solutions industry professionals put in place to address the needs of this Discipline and all its related stakeholders.

While this entire document is meant to represent and serve as a set of common principles and best practices for Capacity Model Management, the following list represents a summary of some very basic examples of what implementers, supporters, and operators of Capacity Model Management should constantly be working toward:

Principle or Best Practice Description
Establish and always have very clear Ownership for Capacity Model Management. Establishing, publishing and socializing clear Ownership for Capacity Model Management allows an enterprise and all its Resources, regardless of their geographic location, to assign accountability for all aspects of the Discipline. It also ensures that there's always at least one person that everyone can go to for transparency into the Discipline as well as for handling work that is associated with the Discipline.
Always use standard terminology for Capacity Model Management, in order to standardize communications between stakeholders. It is often argued that the biggest mistake you can make is to create your own words and/or your own definitions, when communicating with others. There is no place where this is more accurate than in the field of Information Technology. IT Stakeholders make up their own words and definitions far too often, or let their business constituents do so. When you make up words or definitions, or you let others do so, you're creating a grave injustice for your organization. Self invented terminology and grammar often leads to poor communications, which in turn leads to redundancy of solutions, higher complexity of environments, slower delivery times, and much higher costs. Therefore, the IF4IT always recommends that you leverage standard terminology for Capacity Model Management, whenever possible.
Centralization of Capacity Model related data. While often impossible to centralize and collocate all Capacity Model related data and information, especially in a geographically dispersed environment, Capacity Model Management related stakeholders should always strive to centralize all data and information. The goals are to eliminate data fragmentation, improve source of truth for data, reduce the number of systems needed to support stakeholders, reduce the complexity of solutions, improve usability, and to ultimately reduce the costs associated with Capacity Model Management.
Transparency of Capacity Model related data. Stakeholders should always strive to make any and all Capacity Model Management data transparent to all other appropriate stakeholders, at a minimum, and often to the entire enterprises. The exception when private user data must be protected. Many stakeholders often make the mistake of treating internal operational data as private or protected. This often creates a data silo and will often lead to internally silo-ed organizations that revolve around such data silos.
Do not let "perfection" of Capacity Model Management solutions stand in the way of "good enough solutions". Often, Capacity Model Management stakeholders "overthink" solutions, leading to the impression that best-of-breed or perfect solutions are more effective than "good enough" solutions. Experience tells us that "good enough" is, almost always, the better path to follow. We live in an age where technologies grow old in the blink of an eye. Even the implementation of something that looks perfect, today, will look antiquated, tomorrow. This is especially true if your enterprise doesn't have a long term funding plan and commitment to improvements and upgrades of the solution(s) put in place.
Follow industry Standards, Best Practices, and Guiding Principles for Capacity Model Management, whenever possible". One of the most common errors many enterprises make is to create solutions from scratch or without the guidance, assistance and/or experience of others who have created such solutions, before them. Whenever possible, the IF4IT recommends that you research existing Standards, Best Practices, and Guiding Principles to avoid the mistakes of others, while also gaining from their successes. Remember, we live in a vast world. Chances are very high that someone else has already experienced the pain you're about to create for yourself. Wise people will always look to learn from such people's experiences before they go down the road of implementing their own solutions.
Work toward and maintain a Single Source of Truth (SSoT), whenever possible. While it may be impossible to truly maintain a Single Source of Truth (SSoT) for all data items at all times, especially in the case where the same data entity or instance enters an enterprise through unique data channels, it is an accepted, industry-wide best practice to always work toward such a goal.

Further Reading and Reference Material for Capacity Model Management

The Information Technology (IT) Learning Framework. A tutorial that helps understand Information Technology and how disciplines, such as this one, fits into the bigger picture of IT Operations.

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