Software design pattern

In software engineering, a design pattern describes a relatively small, well-defined aspect (i.e. functionality) of a computer program in terms of how to write the code.

Using a pattern is intended to leverage an existing concept rather than re-inventing it. This can decrease the time to develop software and increase the quality of the resulting program.

Notably, a pattern does not consist of a software artifact. Most development resources that a programmer uses involve configuring the codebase to use an artifact; for example a library. In contrast, to use a pattern, a programmer writes code as described by the pattern. The result is unique every time even though the result may be recognizable as based on the pattern.

Some consider using patterns to be best practice for software design. Some consider using design patterns as a structured approach to computer programming.

Conceptually, design pattern may be described as more specific than programming paradigm and less specific than algorithm.

History

Patterns originated as an architectural concept by Christopher Alexander as early as 1977 in A Pattern Language (c.f. his article, "The Pattern of Streets," JOURNAL OF THE AIP, September, 1966, Vol. 32, No. 5, pp. 273–278). In 1987, Kent Beck and Ward Cunningham began experimenting with the idea of applying patterns to programming – specifically pattern languages – and presented their results at the OOPSLA conference that year. ^{[1] [2]} In the following years, Beck, Cunningham and others followed up on this work.

Design patterns gained popularity in computer science after the book Design Patterns: Elements of Reusable Object-Oriented Software was published in 1994 by the so-called "Gang of Four" (Gamma et al.), which is frequently abbreviated as "GoF". That same year, the first Pattern Languages of Programming Conference was held, and the following year the Portland Pattern Repository was set up for documentation of design patterns. The scope of the term remains a matter of dispute. Notable books in the design pattern genre include:

• Gamma, Erich; Helm, Richard; Johnson, Ralph; Vlissides, John (1994). Design Patterns: Elements of Reusable Object-Oriented Software. Addison-Wesley. ISBN   978-0-201-63361-0.
• Brinch Hansen, Per (1995). Studies in Computational Science: Parallel Programming Paradigms. Prentice Hall. ISBN   978-0-13-439324-7.
• Buschmann, Frank; Meunier, Regine; Rohnert, Hans; Sommerlad, Peter (1996). Pattern-Oriented Software Architecture, Volume 1: A System of Patterns. John Wiley & Sons. ISBN   978-0-471-95869-7.
• Beck, Kent (1997). Smalltalk Best Practice Patterns. Prentice Hall. ISBN   978-0134769042.
• Schmidt, Douglas C.; Stal, Michael; Rohnert, Hans; Buschmann, Frank (2000). Pattern-Oriented Software Architecture, Volume 2: Patterns for Concurrent and Networked Objects. John Wiley & Sons. ISBN   978-0-471-60695-6.
• Fowler, Martin (2002). Patterns of Enterprise Application Architecture. Addison-Wesley. ISBN   978-0-321-12742-6.
• Hohpe, Gregor; Woolf, Bobby (2003). Enterprise Integration Patterns: Designing, Building, and Deploying Messaging Solutions. Addison-Wesley. ISBN   978-0-321-20068-6.
• Freeman, Eric T.; Robson, Elisabeth; Bates, Bert; Sierra, Kathy (2004). Head First Design Patterns. O'Reilly Media. ISBN   978-0-596-00712-6.
• Larman, Craig (2004). Applying UML and Patterns (3rd Ed, 1st Ed 1995). Pearson. ISBN   978-0131489066.

Although design patterns have been applied practically for a long time, formalization of the concept of design patterns languished for several years. ^[3]

Practice

Design patterns can speed up the development process by providing proven development paradigms. ^[4] Effective software design requires considering issues that may not become apparent until later in the implementation. Freshly written code can often have hidden, subtle issues that take time to be detected; issues that sometimes can cause major problems down the road. Reusing design patterns can help to prevent such issues, ^[5] and enhance code readability for those familiar with the patterns.

Software design techniques are difficult to apply to a broader range of problems.^{[ citation needed ]} Design patterns provide general solutions, documented in a format that does not require specifics tied to a particular problem.

In 1996, Christopher Alexander was invited to give a Keynote Speech to the 1996 OOPSLA Convention. Here he reflected on how his work on Patterns in Architecture had developed and his hopes for how the Software Design community could help Architecture extend Patterns to create living structures that use generative schemes that are more like computer code.

Motif

A pattern describes a design motif, a.k.a. prototypical micro-architecture, as a set of program constituents (e.g., classes, methods...) and their relationships. A developer adapts the motif to their codebase to solve the problem described by the pattern. The resulting code has structure and organization similar to the chosen motif.

Domain-specific patterns

Efforts have also been made to codify design patterns in particular domains, including the use of existing design patterns as well as domain-specific design patterns. Examples include user interface design patterns, ^[6] information visualization, ^[7] secure design, ^[8] "secure usability", ^[9] Web design ^[10] and business model design. ^[11]

The annual Pattern Languages of Programming Conference proceedings ^[12] include many examples of domain-specific patterns.

Object-oriented programming

Object-oriented design patterns typically show relationships and interactions between classes or objects, without specifying the final application classes or objects that are involved. Patterns that imply mutable state may be unsuited for functional programming languages. Some patterns can be rendered unnecessary in languages that have built-in support for solving the problem they are trying to solve, and object-oriented patterns are not necessarily suitable for non-object-oriented languages.

Examples

Design patterns can be organized into groups based on what kind of problem they solve. Creational patterns create objects. Structural patterns organize classes and objects to form larger structures that provide new functionality. Behavioral patterns provide communication between objects and realizing these patterns.

Creational patterns

Name	Description	In Design Patterns	In Code Complete [13]	Other
Abstract factory	Provide an interface for creating families of related or dependent objects without specifying their concrete classes.	Yes	Yes	—
Builder	Separate the construction of a complex object from its representation, allowing the same construction process to create various representations.	Yes	Yes	—
Dependency Injection	A class accepts the objects it requires from an injector instead of creating the objects directly.	—	Yes	—
Factory method	Define an interface for creating a single object, but let subclasses decide which class to instantiate. Factory Method lets a class defer instantiation to subclasses.	Yes	Yes	—
Lazy initialization	Tactic of delaying the creation of an object, the calculation of a value, or some other expensive process until the first time it is needed. This pattern appears in the GoF catalog as "virtual proxy", an implementation strategy for the Proxy pattern.	Yes	Yes	PoEAA [14]
Multiton	Ensure a class has only named instances, and provide a global point of access to them.	Yes	Yes	Yes
Object pool	Avoid expensive acquisition and release of resources by recycling objects that are no longer in use. Can be considered a generalisation of connection pool and thread pool patterns.	Yes	Yes	Yes
Prototype	Specify the kinds of objects to create using a prototypical instance, and create new objects from the 'skeleton' of an existing object, thus boosting performance and keeping memory footprints to a minimum.	Yes	Yes	Yes
Resource acquisition is initialization (RAII)	Ensure that resources are properly released by tying them to the lifespan of suitable objects.	Yes	Yes	Yes
Singleton	Ensure a class has only one instance, and provide a global point of access to it.	Yes	Yes	Yes

Structural patterns

Name	Description	In Design Patterns	In Code Complete [13]	Other
Adapter, Wrapper, or Translator	Convert the interface of a class into another interface clients expect. An adapter lets classes work together that could not otherwise because of incompatible interfaces. The enterprise integration pattern equivalent is the translator.	Yes	Yes	Yes
Bridge	Decouple an abstraction from its implementation allowing the two to vary independently.	Yes	Yes	Yes
Composite	Compose objects into tree structures to represent part-whole hierarchies. Composite lets clients treat individual objects and compositions of objects uniformly.	Yes	Yes	Yes
Decorator	Attach additional responsibilities to an object dynamically keeping the same interface. Decorators provide a flexible alternative to subclassing for extending functionality.	Yes	Yes	Yes
Delegation	Extend a class by composition instead of subclassing. The object handles a request by delegating to a second object (the delegate)	Yes	Yes	Yes
Extension object	Adding functionality to a hierarchy without changing the hierarchy.	Yes	Yes	Yes
Facade	Provide a unified interface to a set of interfaces in a subsystem. Facade defines a higher-level interface that makes the subsystem easier to use.	Yes	Yes	Yes
Flyweight	Use sharing to support large numbers of similar objects efficiently.	Yes	Yes	Yes
Front controller	The pattern relates to the design of Web applications. It provides a centralized entry point for handling requests.	Yes	Yes	J2EE Patterns [15] PoEAA [16]
Marker	Empty interface to associate metadata with a class.	Yes	Yes	Effective Java [17]
Module	Group several related elements, such as classes, singletons, methods, globally used, into a single conceptual entity.	Yes	Yes	Yes
Proxy	Provide a surrogate or placeholder for another object to control access to it.	Yes	Yes	Yes
Twin [18]	Twin allows modeling of multiple inheritance in programming languages that do not support this feature.	Yes	Yes	Yes

Behavioral patterns

Name	Description	In Design Patterns	In Code Complete [13]	Other
Blackboard	Artificial intelligence pattern for combining disparate sources of data (see blackboard system)	Yes	Yes	Yes
Chain of responsibility	Avoid coupling the sender of a request to its receiver by giving more than one object a chance to handle the request. Chain the receiving objects and pass the request along the chain until an object handles it.	Yes	Yes	Yes
Command	Encapsulate a request as an object, thereby allowing for the parameterization of clients with different requests, and the queuing or logging of requests. It also allows for the support of undoable operations.	Yes	Yes	Yes
Fluent interface	Design an API to be method chained so that it reads like a DSL. Each method call returns a context through which the next logical method call(s) are made available.	Yes	Yes	Yes
Interpreter	Given a language, define a representation for its grammar along with an interpreter that uses the representation to interpret sentences in the language.	Yes	Yes	Yes
Iterator	Provide a way to access the elements of an aggregate object sequentially without exposing its underlying representation.	Yes	Yes	Yes
Mediator	Define an object that encapsulates how a set of objects interact. Mediator promotes loose coupling by keeping objects from referring to each other explicitly, and it allows their interaction to vary independently.	Yes	Yes	Yes
Memento	Without violating encapsulation, capture and externalize an object's internal state allowing the object to be restored to this state later.	Yes	Yes	Yes
Null object	Avoid null references by providing a default object.	Yes	Yes	Yes
Observer or Publish/subscribe	Define a one-to-many dependency between objects where a state change in one object results in all its dependents being notified and updated automatically.	Yes	Yes	Yes
Servant	Define common functionality for a group of classes. The servant pattern is also frequently called helper class or utility class implementation for a given set of classes. The helper classes generally have no objects hence they have all static methods that act upon different kinds of class objects.	Yes	Yes	Yes
Specification	Recombinable business logic in a Boolean fashion.	Yes	Yes	Yes
State	Allow an object to alter its behavior when its internal state changes. The object will appear to change its class.	Yes	Yes	Yes
Strategy	Define a family of algorithms, encapsulate each one, and make them interchangeable. Strategy lets the algorithm vary independently from clients that use it.	Yes	Yes	Yes
Template method	Define the skeleton of an algorithm in an operation, deferring some steps to subclasses. Template method lets subclasses redefine certain steps of an algorithm without changing the algorithm's structure.	Yes	Yes	Yes
Visitor	Represent an operation to be performed on instances of a set of classes. Visitor lets a new operation be defined without changing the classes of the elements on which it operates.	Yes	Yes	Yes

Concurrency patterns

Name	Description	In POSA2 [19]	Other
Active Object	Decouples method execution from method invocation that reside in their own thread of control. The goal is to introduce concurrency, by using asynchronous method invocation and a scheduler for handling requests.	Yes	—
Balking	Only execute an action on an object when the object is in a particular state.	No	—
Binding properties	Combining multiple observers to force properties in different objects to be synchronized or coordinated in some way. [20]	No	—
Compute kernel	The same calculation many times in parallel, differing by integer parameters used with non-branching pointer math into shared arrays, such as GPU-optimized Matrix multiplication or Convolutional neural network.	No	—
Double-checked locking	Reduce the overhead of acquiring a lock by first testing the locking criterion (the 'lock hint') in an unsafe manner; only if that succeeds does the actual locking logic proceed. Can be unsafe when implemented in some language/hardware combinations. It can therefore sometimes be considered an anti-pattern.	Yes	—
Event-based asynchronous	Addresses problems with the asynchronous pattern that occur in multithreaded programs. [21]	No	—
Guarded suspension	Manages operations that require both a lock to be acquired and a precondition to be satisfied before the operation can be executed.	No	—
Join	Join-pattern provides a way to write concurrent, parallel and distributed programs by message passing. Compared to the use of threads and locks, this is a high-level programming model.	No	—
Lock	One thread puts a "lock" on a resource, preventing other threads from accessing or modifying it. [22]	No	PoEAA [14]
Messaging design pattern (MDP)	Allows the interchange of information (i.e. messages) between components and applications.	No	—
Monitor object	An object whose methods are subject to mutual exclusion, thus preventing multiple objects from erroneously trying to use it at the same time.	Yes	—
Reactor	A reactor object provides an asynchronous interface to resources that must be handled synchronously.	Yes	—
Read-write lock	Allows concurrent read access to an object, but requires exclusive access for write operations. An underlying semaphore might be used for writing, and a Copy-on-write mechanism may or may not be used.	No	—
Scheduler	Explicitly control when threads may execute single-threaded code.	No	—
Service handler pattern	For each request, a server spawns a dedicated client handler to handle a request. [23] Also referred to as thread-per-session. [24]	No	—
Thread pool	A number of threads are created to perform a number of tasks, which are usually organized in a queue. Typically, there are many more tasks than threads. Can be considered a special case of the object pool pattern.	No	—
Thread-specific storage	Static or "global" memory local to a thread.	Yes	—
Safe Concurrency with Exclusive Ownership	Avoiding the need for runtime concurrent mechanisms, because exclusive ownership can be proven. This is a notable capability of the Rust language, but compile-time checking isn't the only means, a programmer will often manually design such patterns into code - omitting the use of locking mechanism because the programmer assesses that a given variable is never going to be concurrently accessed.	No	—
CPU atomic operation	x86 and other CPU architectures support a range of atomic instructions that guarantee memory safety for modifying and accessing primitive values (integers). For example, two threads may both increment a counter safely. These capabilities can also be used to implement the mechanisms for other concurrency patterns as above. The C# language uses the Interlocked class for these capabilities.	No	—

Documentation

The documentation for a design pattern describes the context in which the pattern is used, the forces within the context that the pattern seeks to resolve, and the suggested solution. ^[25] There is no single, standard format for documenting design patterns. Rather, a variety of different formats have been used by different pattern authors. However, according to Martin Fowler, certain pattern forms have become more well-known than others, and consequently become common starting points for new pattern-writing efforts. ^[26] One example of a commonly used documentation format is the one used by Erich Gamma, Richard Helm, Ralph Johnson, and John Vlissides in their book Design Patterns . It contains the following sections:

• Pattern Name and Classification: A descriptive and unique name that helps in identifying and referring to the pattern.
• Intent: A description of the goal behind the pattern and the reason for using it.
• Also Known As: Other names for the pattern.
• Motivation (Forces): A scenario consisting of a problem and a context in which this pattern can be used.
• Applicability: Situations in which this pattern is usable; the context for the pattern.
• Structure: A graphical representation of the pattern. Class diagrams and Interaction diagrams may be used for this purpose.
• Participants: A listing of the classes and objects used in the pattern and their roles in the design.
• Collaboration: A description of how classes and objects used in the pattern interact with each other.
• Consequences: A description of the results, side effects, and trade offs caused by using the pattern.
• Implementation: A description of an implementation of the pattern; the solution part of the pattern.
• Sample Code: An illustration of how the pattern can be used in a programming language.
• Known Uses: Examples of real usages of the pattern.
• Related Patterns: Other patterns that have some relationship with the pattern; discussion of the differences between the pattern and similar patterns.

Criticism

Some suggest that design patterns may be a sign that features are missing in a given programming language (Java or C++ for instance). Peter Norvig demonstrates that 16 out of the 23 patterns in the Design Patterns book (which is primarily focused on C++) are simplified or eliminated (via direct language support) in Lisp or Dylan. ^[27] Related observations were made by Hannemann and Kiczales who implemented several of the 23 design patterns using an aspect-oriented programming language (AspectJ) and showed that code-level dependencies were removed from the implementations of 17 of the 23 design patterns and that aspect-oriented programming could simplify the implementations of design patterns. ^[28] See also Paul Graham's essay "Revenge of the Nerds". ^[29]

Inappropriate use of patterns may unnecessarily increase complexity. ^[30]

By definition, a pattern must be programmed anew into each application that uses it. Since some authors see this as a step backward from software reuse as provided by components, researchers have worked to turn patterns into components. Meyer and Arnout were able to provide full or partial componentization of two-thirds of the patterns they attempted. ^[31]

In order to achieve flexibility, design patterns may introduce additional levels of indirection, which may complicate the resulting design and decrease runtime performance.

See also

• Abstraction principle
• Algorithmic skeleton
• Anti-pattern
• Architectural pattern
• Canonical protocol pattern
• Debugging patterns
• Design pattern
• Distributed design patterns
• Double-chance function
• Enterprise Architecture framework
• GRASP (object-oriented design)
• Helper class
• Idiom in programming
• Interaction design pattern
• List of software development philosophies
• List of software engineering topics
• Pattern language
• Pattern theory
• Pedagogical patterns
• Portland Pattern Repository
• Refactoring
• Software development methodology

References

1. Smith, Reid (October 1987). Panel on design methodology. OOPSLA '87 Addendum to the Proceedings. doi:10.1145/62138.62151. Ward cautioned against requiring too much programming at, what he termed, 'the high level of wizards.' He pointed out that a written 'pattern language' can significantly improve the selection and application of abstractions. He proposed a 'radical shift in the burden of design and implementation' basing the new methodology on an adaptation of Christopher Alexander's work in pattern languages and that programming-oriented pattern languages developed at Tektronix has significantly aided their software development efforts.
2. Beck, Kent; Cunningham, Ward (September 1987). Using Pattern Languages for Object-Oriented Program. OOPSLA '87 workshop on Specification and Design for Object-Oriented Programming. Retrieved 2006-05-26.
3. Baroni, Aline Lúcia; Guéhéneuc, Yann-Gaël; Albin-Amiot, Hervé (June 2003). Design Patterns Formalization (Report). EMN Technical Report. Nantes: École Nationale Supérieure des Techniques Industrielles et des Mines de Nantes. CiteSeerX   10.1.1.62.6466 . S2CID   624834 – via ResearchGate.
4. Bishop, Judith. "C# 3.0 Design Patterns: Use the Power of C# 3.0 to Solve Real-World Problems". C# Books from O'Reilly Media. Retrieved 2012-05-15. If you want to speed up the development of your .NET applications, you're ready for C# design patterns -- elegant, accepted and proven ways to tackle common programming problems.
5. Tiako, Pierre F. (31 March 2009). "Formal Modeling and Specification of Design Patterns Using RTPA". In Tiako, Pierre F (ed.). Software Applications: Concepts, Methodologies, Tools, and Applications: Concepts, Methodologies, Tools, and Applications. p. 636. doi:10.4018/978-1-60566-060-8. ISBN   9781605660615.
6. Laakso, Sari A. (2003-09-16). "Collection of User Interface Design Patterns". University of Helsinki, Dept. of Computer Science. Retrieved 2008-01-31.
7. Heer, J.; Agrawala, M. (2006). "Software Design Patterns for Information Visualization". IEEE Transactions on Visualization and Computer Graphics. 12 (5): 853–60. CiteSeerX   10.1.1.121.4534 . doi:10.1109/TVCG.2006.178. PMID   17080809. S2CID   11634997.
8. Dougherty, Chad; Sayre, Kirk; Seacord, Robert C.; Svoboda, David; Togashi, Kazuya (2009). Secure Design Patterns (PDF). Software Engineering Institute.
9. Garfinkel, Simson L. (2005). Design Principles and Patterns for Computer Systems That Are Simultaneously Secure and Usable (Ph.D. thesis).
10. "Yahoo! Design Pattern Library". Archived from the original on 2008-02-29. Retrieved 2008-01-31.
11. "How to design your Business Model as a Lean Startup?". 2010-01-06. Retrieved 2010-01-06.
12. Pattern Languages of Programming, Conference proceedings (annual, 1994—)
13. 1 2 3 McConnell, Steve (June 2004). "Design in Construction". Code Complete (2nd ed.). Microsoft Press. p.  104. ISBN   978-0-7356-1967-8. Table 5.1 Popular Design Patterns
14. Fowler, Martin (2002). Patterns of Enterprise Application Architecture. Addison-Wesley. ISBN   978-0-321-12742-6.
15. Alur, Deepak; Crupi, John; Malks, Dan (2003). Core J2EE Patterns: Best Practices and Design Strategies. Prentice Hall. p. 166. ISBN   978-0-13-142246-9.
16. Fowler, Martin (2002). Patterns of Enterprise Application Architecture. Addison-Wesley. p. 344. ISBN   978-0-321-12742-6.
17. Bloch, Joshua (2008). "Item 37: Use marker interfaces to define types". Effective Java (Second ed.). Addison-Wesley. p.  179. ISBN   978-0-321-35668-0.
18. "Twin – A Design Pattern for Modeling Multiple Inheritance" (PDF).
19. Schmidt, Douglas C.; Stal, Michael; Rohnert, Hans; Buschmann, Frank (2000). Pattern-Oriented Software Architecture, Volume 2: Patterns for Concurrent and Networked Objects. John Wiley & Sons. ISBN   978-0-471-60695-6.
20. Binding Properties
21. Nagel, Christian; Evjen, Bill; Glynn, Jay; Watson, Karli; Skinner, Morgan (2008). "Event-based Asynchronous Pattern". Professional C# 2008. Wiley. pp. 570–571. ISBN   978-0-470-19137-8.
22. Lock Pattern
23. Francalanza, Adrian; Tabone, Gerard (October 2023). "ElixirST: A session-based type system for Elixir modules". Journal of Logical and Algebraic Methods in Programming. 135. doi:10.1016/j.jlamp.2023.100891. S2CID   251442539.
24. Schmidt, Douglas C.; Vinoski, Steve (July–August 1996). "Object Interconnections: Comparing Alternative Programming Techniques for Multi-threaded CORBA Servers (Column 7)" (PDF). SIGS C++ Report. S2CID   2654843.
25. Gabriel, Dick. "A Pattern Definition". Archived from the original on 2007-02-09. Retrieved 2007-03-06.
26. Fowler, Martin (2006-08-01). "Writing Software Patterns" . Retrieved 2007-03-06.
27. Norvig, Peter (1998). Design Patterns in Dynamic Languages.
28. Hannemann, Jan; Kiczales, Gregor (2002). "Design pattern implementation in Java and AspectJ". Proceedings of the 17th ACM SIGPLAN conference on Object-oriented programming, systems, languages, and applications - OOPSLA '02. OOPSLA '02. p. 161. doi:10.1145/582419.582436. ISBN   1581134711.
29. Graham, Paul (2002). "Revenge of the Nerds" . Retrieved 2012-08-11.
30. McConnell, Steve (2004). Code Complete: A Practical Handbook of Software Construction, 2nd Edition . Pearson Education. p.  105. ISBN   9780735619678.
31. Meyer, Bertrand; Arnout, Karine (July 2006). "Componentization: The Visitor Example" (PDF). IEEE Computer . 39 (7): 23–30. CiteSeerX   10.1.1.62.6082 . doi:10.1109/MC.2006.227. S2CID   15328522.

Further reading

• Alexander, Christopher; Ishikawa, Sara; Silverstein, Murray; Jacobson, Max; Fiksdahl-King, Ingrid; Angel, Shlomo (1977). A Pattern Language: Towns, Buildings, Construction. New York: Oxford University Press. ISBN   978-0-19-501919-3.
• Alur, Deepak; Crupi, John; Malks, Dan (May 2003). Core J2EE Patterns: Best Practices and Design Strategies (2nd ed.). Prentice Hall. ISBN   978-0-13-142246-9.
• Beck, Kent (October 2007). Implementation Patterns. Addison-Wesley. ISBN   978-0-321-41309-3.
• Beck, Kent; Crocker, R.; Meszaros, G.; Coplien, J. O.; Dominick, L.; Paulisch, F.; Vlissides, J. (March 1996). Proceedings of the 18th International Conference on Software Engineering. pp. 25–30.
• Borchers, Jan (2001). A Pattern Approach to Interaction Design. John Wiley & Sons. ISBN   978-0-471-49828-5.
• Coplien, James O.; Schmidt, Douglas C. (1995). Pattern Languages of Program Design. Addison-Wesley. ISBN   978-0-201-60734-5.
• Coplien, James O.; Vlissides, John M.; Kerth, Norman L. (1996). Pattern Languages of Program Design 2. Addison-Wesley. ISBN   978-0-201-89527-8.
• Eloranta, Veli-Pekka; Koskinen, Johannes; Leppänen, Marko; Reijonen, Ville (2014). Designing Distributed Control Systems: A Pattern Language Approach. Wiley. ISBN   978-1118694152.
• Fowler, Martin (1997). Analysis Patterns: Reusable Object Models. Addison-Wesley. ISBN   978-0-201-89542-1.
• Fowler, Martin (2003). Patterns of Enterprise Application Architecture. Addison-Wesley. ISBN   978-0-321-12742-6.
• Freeman, Eric; Freeman, Elisabeth; Sierra, Kathy; Bates, Bert (2004). Head First Design Patterns. O'Reilly Media. ISBN   978-0-596-00712-6.
• Hohmann, Luke; Fowler, Martin; Kawasaki, Guy (2003). Beyond Software Architecture. Addison-Wesley. ISBN   978-0-201-77594-5.
• Gabriel, Richard (1996). Patterns of Software: Tales From The Software Community (PDF). Oxford University Press. p. 235. ISBN   978-0-19-512123-0. Archived from the original (PDF) on 2003-08-01.
• Gamma, Erich; Helm, Richard; Johnson, Ralph; Vlissides, John (1995). Design Patterns: Elements of Reusable Object-Oriented Software. Addison-Wesley. ISBN   978-0-201-63361-0.
• Hohpe, Gregor; Woolf, Bobby (2003). Enterprise Integration Patterns: Designing, Building, and Deploying Messaging Solutions. Addison-Wesley. ISBN   978-0-321-20068-6.
• Holub, Allen (2004). Holub on Patterns. Apress. ISBN   978-1-59059-388-2.
• Kircher, Michael; Völter, Markus; Zdun, Uwe (2005). Remoting Patterns: Foundations of Enterprise, Internet and Realtime Distributed Object Middleware . John Wiley & Sons. ISBN   978-0-470-85662-8.
• Larman, Craig (2005). Applying UML and Patterns. Prentice Hall. ISBN   978-0-13-148906-6.
• Liskov, Barbara; Guttag, John (2000). Program Development in Java: Abstraction, Specification, and Object-Oriented Design. Addison-Wesley. ISBN   978-0-201-65768-5.
• Manolescu, Dragos; Voelter, Markus; Noble, James (2006). Pattern Languages of Program Design 5. Addison-Wesley. ISBN   978-0-321-32194-7.
• Marinescu, Floyd (2002). EJB Design Patterns: Advanced Patterns, Processes and Idioms. John Wiley & Sons. ISBN   978-0-471-20831-0.
• Martin, Robert Cecil; Riehle, Dirk; Buschmann, Frank (1997). Pattern Languages of Program Design 3. Addison-Wesley. ISBN   978-0-201-31011-5.
• Mattson, Timothy G.; Sanders, Beverly A.; Massingill, Berna L. (2005). Patterns for Parallel Programming . Addison-Wesley. ISBN   978-0-321-22811-6.
• Shalloway, Alan; Trott, James R. (2001). Design Patterns Explained, Second Edition: A New Perspective on Object-Oriented Design. Addison-Wesley. ISBN   978-0-321-24714-8.
• Vlissides, John M. (1998). Pattern Hatching: Design Patterns Applied. Addison-Wesley. ISBN   978-0-201-43293-0.
• Weir, Charles; Noble, James (2000). Small Memory Software: Patterns for systems with limited memory. Addison-Wesley. ISBN   978-0-201-59607-6. Archived from the original on 2007-06-17.