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Opinions about developers varied from janitors to “prima donnas” in comments to my previous post Do We Need Software Architects? Beside discussion about the role of the software architects, the underlying philosophical problem is whether software development is primarily top down (centralized and planned) or bottom up (emergent and adaptive) process. As Goethe said – between two opposite opinions you’ll find not the truth, but the problem.
Evolutionary, adaptive and emergent development of the software system leads to the most optimal solution. The only fundamental property, which sometimes is missing for true self-organization – autonomy or absence of external control.
Therefore, in effective software projects any skilled and experienced developer with tacit and specialized knowledge should have control over architecture decisions in his area as oppose to giving this control to few architects (or what even worse managers). Robustness – self-organized systems are relatively insensitive to perturbations or errors, and can restore themselves, unlike most human designed systems. Feedback – the dynamics of a self-organizing system is typically non-linear, because of circular or feedback relations between the components. Effective feedback loops could be established only with open, adaptive and distributed approach contrary to closed, rigid and centralized traditional approach to software development.
Emergence – property or feature not previously observed as a functional characteristic of the system. Therefore, it is almost impossible to come up with these properties and decisions on the preliminary software design stage. Bifurcations – which of the possible configurations the system will settle in depends on a chance. Therefore, even if we know business needs, environment and system specifications at the beginning of the process, the outcome is still unpredictable. Adaptation – a configuration of a system may be called “fit” if it is able to maintain or grow given the specific configuration of its environment.
Considering above points, adaptation is very important for survival and success of the software project. Therefore, the software development process should be able to produce variety of actions to cope with each of the possible perturbations and select the best action for the given problem. Establish attractors (state of equilibrium, a preferred and stable position for the system). Establish principles(or fitness criteria) for choosing the best action for the given circumstances.
The most straightforward method is to let the environment itself determine what is fit by trial and errors.
Use simple rules, empirical patterns and best practices – considering the current state of the software development it is the best approach.
Developers are not janitors and prima donnas, because they are the most important people to maintain healthy self organization in the development of the software system, avoid system degradation and lead to the project success. If you are referring to the latter options then I would say that, as my understanding goes, self organizing systems fitness is based on iterative attempts.
You seem to make the point that each developer should decide how to implement their own subsystem. I’m pretty sure you can but I want to get into webmaking a bit and I’m curious if it can be done and how you would go about doing this? When creating a dashboard view, sometimes you may want the ability to display only individual worksheets on the dashboard without having to create multiple dashboards or actions. Under List values, type All in the first text box, and then type the name of each sheet in the workbook in the subsequent text boxes.
Give the calculation a name, and then in the Formula text box, type the name of the parameter you created in step 2. Right-click the upper-right corner of a worksheet, select Parameter, and then select the parameter you created in step 2. Get detailed answers and how-to step-by-step instructions for your issues and technical questions. Learn how to master Tableau’s products with our on-demand, live or class room training. ConceptDraw PRO is a professional software for building flowcharts quickly with auto-connect technology.


Cross-Functional Flowcharts solution extends ConceptDraw PRO software with templates, samples and vector stencils library for visualizing the operations of business process flow step-by-step.
ConceptDraw PRO is a powerful tool that helps you create professional looking cross-functional flowcharts with the well-designed objects. ConceptDraw PRO is a powerful software that helps you create professional looking cross-functional flowcharts with the well-designed objects. This sample represents the actors, use cases and dependencies between them, and also the relationships between use cases. Use ConceptDraw PRO enhanced with solutions from ConceptDraw Solution Park to create diagrams to present and explain structures, process flows, logical relationships and networks. This will let you create professional diagrams and charts using its simple RapidDraw option just in clicks. ConceptDraw PRO extended with Cross-Functional Flowcharts Solution from the Business Processes Area is a powerful software which offers a variety of Cross Functional Flowchart examples.
ConceptDraw PRO extended with Cross-Functional Flowcharts Solution from the Business Processes Area is the best software for quick and easy designing Cross Functional Flowchart of any complexity. Downloadable comprehensive AnyForm User`s Manual informs on all important features of the software in word and vision. If you leave your email right now we will send you tomorrow an invitation to evaluate the program. If software development is top down, the architects are essential and crucial people on the project, who concentrate knowledge, establish technical leadership and guide development teams.
I incline to consider software development as a bottom up process, which occasionally (often in time of changing direction or crisis) needs centralized effort and top down approach.
However, any software project usually has specific business goal, constraints and cannot evolve forever as natural systems do. Traditional corporation will always exercise some form of the control over software projects. Positive feedback leads to an explosive growth, which ends when all components have been absorbed into the new configuration, leaving the system in a stable, negative feedbackstate. Self organization turns a collection of interacting elements into an individual, coherent whole. The key for building great software systems is to learn how to tame and use emergence effectively instead of fighting against it. It is waste of effort trying to predict and plan it – it is better to prepare for changes and adaptation. It is better to establish vision, goals for expected system, good motivation and compensation for the team instead of telling what to do to and how to achieve this state. This can be dangerous for the company since it may lead to the failure of the software project. This allows to try out a potential action “virtually”, in the model, and use the model to decide on its fitness. Architects should help developers to establish better attractors, fitness criteria and internal models (or patterns) for selection of the optimal solutions, but they are not the best people to make decisions about these solutions.
First, my background in this area is previous study and development of complex systems, primarily in the area of agent based systems, with a little exposure to genetic algorithms. I am particularly uncomfortable with the FAQ’s claim that an engine is an emergent system. I am unclear whether you were saying the software, the development process or the developers themselves were the components of a complex system? In agent based software this is simple rules for agents and the results when introduced to an environment in large numbers.
I do not subscribe to the theory that architecture removes decision making from the developer’s duties, but to the one that an architecture is an overarching set of constraints that directs the development of the software. Emergence in the software project system means appearance of the previously unobserved behavior, roles, ideas and even goals based on interaction of active elements (people) with passive (project needs, methods, technology, domain, the developed application) and external world.
Also, what you have to learn to go about making an animated flash page (like pictures flying around)? 10 Reasons Why NotSystem Forces and Software EvolutionSoftware Development is The Flow of Ideas. In cases like this, you can create a a€?sheet selectora€? that gives you the ability to select an individual sheet from the dashboard and replace all sheets with just the sheet you selected. Built-in examples allow users to start drawing any type of flowchart with adding vector objects for best result.
The use of predesigned examples as the base for your own Cross Functional Flowchart Diagrams is a timesaving and useful way.


If software development is bottom up, the developers become primary force for evolving the system, make key technical decisions and care about the architecture; architects (if they still needed) play coordination and mediation roles. Another approach is to look for the system as a whole, studying dynamic of the elements interaction and system properties – the science of self-organization.
And this is important to resolve – self-organized systems (evolving bottom up) achieve better solutions than rigid controlled systems. Another reason for this intrinsic robustness is that self-organization thrives on randomness, fluctuations or “noise”, which could bring unexpected and better solutions. Elements produce their own emergent properties and form the next level of structure in the system, which in turn form the building blocks for the next higher level of organization, with different emergent properties, and so on.
Since small fluctuations are amplified by positive feedback, this means that even small and impossible to observe fluctuation can lead to the to completely different project outcome.
Different configurations can be compared as to their degree of fitness, or probability to survive under the given conditions imposed by the environment. Theoretically, this is the most effective approach and many architect are trying to follow it, but it is very difficult in reality as this approach should take in consideration huge number of variables and create credible simulation. Certainly it is valid statement, if we agree that evolution, adaptivity and self-organization are important (bottom up approach). I quickly read the Self-Organizing Systems FAQ you linked, but I found some discrepancies with my previous understanding of complex systems, particularly regarding emergence. An engine is not a collection of self controlling components, and it is not self organizing. The software itself seemed the least likely, as the engine analogy holds true here as well. An architect would for example; choose an OS, programming language, hardware, database and perhaps software framework or design patterns. This system can exhibit self organization and produce optimal results and avoid unlimited trials.
To show the parameter control, right-click the view and select Parameter, and then select the name of the parameter you created in step 2. ConceptDraw Arrows10 Technology allows to draw connectors with smart behavior that gives flexibility to you during work process. Use case generalization is used when you have two similar use cases, but one of them does more than another. This sample shows the work of the Financial Trade sphere and can be used by trading companies, commercial organizations, traders, different exchanges. I took a look at Wikipedia, and found it to be more in line with my understanding of these concepts.
While each unit of code can potentially be used in multiple places, the overall structure of the software is designed.
If these concepts are carried over to software development then perhaps I would agree that a nearly unlimited arrangement of software development teams over a period of time would produce many versions of an application, some of which would be better than an architected counterpart. If each developer on the team was not so constrained, it would be extremely difficult to produce a cohesive application.
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Problems with individual company or even market segment doesn’t effect economy much as there are always players who will use this opportunity and take over the vacant niche. Systems may be called adaptive if they can adjust to such changes while keeping their organization as much as possible intact. It is meant to have one set of functionality, and if through emergence it displays other behavior that should be considered a bug.
However, while this model may exist to some degree in systems such as Linux features, it is not in practice or even arguably cost efficient within a single organization. In many long standing teams such things are foregone conclusions, but that does not mean the decision was not made. Although different brain regions are specialized for different tasks, no neuron or group of neurons has overall control.
This is shown by the fact that minor brain lesions because of accidents, surgery or tumors normally do not disturb overall functioning, whatever the region that is destroyed.




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