Mann Creek

Information Technologies, LLC


R Hoffman

Business and Technical Process Management
Modeling, Analysis and Simulation

In managing real world business and technical processes, it's often useful to build and analyze models of those processes (i.e. conduct process model simulations).  Generally, process model simulations will help to obtain better process understandings by identifying process uncertainties, estimating process response to future factors, providing a focal point for stakeholder communication during process change, and comparing the relative impact of competing process designs.  To give believability to these model understandings, it's important to establish the proper relationships between the real world process, the model of the real world process, the simulation of the modeled real world process and the analysis/validation of the simulation results -- if these relationships aren't carefully and correctly established, process understandings will be, to a greater or lesser extent, useless.  The overall solution delivery process is addressed here.  The real world/model/simulation relationship is summarized in the following figure1, discussed in more detail in my Notes on Systems Modeling for Simulation and demonstrated in the examples that follow.

The business/technical processes and simulation models I'm most interested in fall into two categories, functional and operational:

The examples that follow are of these two types.

A General IT Architecture Model

In general, an IT architecture should be part of the business vision projected by corporate officers.  That architecture should evolve as does the vision.  It's been my experience that IT architecture usually doesn't receive the attention it should.  Why?  Probably because most corporate (cont.)

A Business Cash Flow Model

Many years ago, while starting up a new business, I participated in a "Small Business Startup" class.  A part of that class called for business plan generation, which, of course, called for cash flow estimates based on product and resource costs, and sales forecasts.  It's common to (cont.)

Labor Resource Optimization

An important part of a manager's responsibilities is matching the resource availability with the workload. One of the "agile" tools I use is the simple chart shown at the left, drawn for the period of interest, and based on predetermined catagories and on specific individuals' work. (cont.)

A Complex Business Process with Interleaved Labor Resources

The business simulation model shown at the right was created to obtain information about the possible reorganization of three separate work teams and processes into one process under one administrative group.   The impetus for the investigation was ostensibly that there was (cont.)

My History with Modeling, Simulators and Simulations

Deterministic and stochastic modeling and analysis have been a large part of my professional life.  Deterministic, linear / non-linear structural finite element modeling and analysis came first, followed more recently by stochastic business and IT modeling and analysis.  To achieve quality results with either model type, many of the same developmental and analytical principals apply (cont.)

  (1) Averill M. Law and Kelton, W. David: "Simulation Modeling and Analysis"; Raj Jain: "The Art of Computer Systems Performance Analysis"; Bernard P. Zeigler, Praehofer, Herbert, Kim, Tag Gon: "Theory of Modeling and Simulation".

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