Architectures and Simulation: Why Fault Tolerance is not at a Maximum Level?
This paper is focused on difficulties in information technology (IT). Information technology has an important and stable place in the lives of people. A number of applications are installed on computers, mobile devices or tablets every day. There are verified methods and methodologies concerning optimal implementation. Although an appropriate interest is focused on architecture, major controversy still exists. Numerous surveys relate of problem with budgets, time, aims and quality. Even IT users prefer using MS Excel over complicated software. The high level of diversity and variety of relations are frequent issues. The software reflects the actual conditions recorded at a given moment into applications, although the real environment changes over time. The well-known object and multidimensional approach from the designing of information systems supports an active solution to this reality. Good experiences are achieved based on simulation with link to these approaches and intelligences as artificial, business, competitive, customer, swarm, and computational. This combination of objects, multidimensions, intelligences and simulations brings a higher level of fault tolerance in relation to mistakes and errors in the IT field. Simulation helps understand new conditions and changes. In simulation, all objects may be modified, new objects may be added, or certain objects may be dropped by preferences. The IT designers learn more about behavior in changed conditions, and unexpected relations are found.
Architecture, data science, information technology, intelligence, method, object, simulation
 D. P. Acharjya, S. Dehuri, S. Sanyal (Editors), Computational Intelligence for Big Data Analysis: Frontier Advances and Applications (Adaptation, Learning, and Optimization), Springer, ISBN-13: 978-3319165974, 2015.
 Architecture and Strategic Planning in Modern Organizations, [online], available from https://architecturescoe.org/moreinfo/architecture-and-strategic-planning/, 2015.
 D. Barbucha, N. T. Nguyen, J. Batubara (Editors), New Trends in Intelligent Information and Database Systems (Studies in Computational Intelligence), Springer, ISBN- 13: 978-3319162102, 2015.
 Complexity 101: behind the hype, what do we actually know?, [online], available from https://oxfamblogs.org/fp2p/complexity-101- behind-the-hype-what-do-we-actually-know/, 2013.
 E. Crawley, B. Cameron, D. Selva, System Architecture: Strategy and Product Development for Complex Systems, NY: Prentice Hall, ISBN-13 978-0133975345, 2015.
 B. Dathan, S. Ramnath, Object-Oriented Analysis, Design and Implementation: An Integrated Approach, Springer, ISBN: 978-3- 319-24278-1, 2015.
 P. Dorsey, Top 10 Reasons Why Systems Projects Fail, [online], available from http://www.ksg.harvard.edu/mM. rcbg/ethiopia/Publications/Top%2010%20Reas ons%20Why%20Systems%20Projects%20Fail. pdf, 2005.
 J. Enoch, Making science work for development, [online], available from http://www.ukcds.org.uk/blog/complexity-andinternational-development-2014-in-review, 2015.
 S. Frost, How to Cooperate As a Team Member In a Workplace, [online], available from http://smallbusiness.chron.com/cooperateteam-member-workplace-11347.html, 2016.
 Geneca Survey - Interview based study of software projects, [online], available from http://www.geneca.com/75-businessexecutives-anticipate-software-projects-fail/, 2011.
 V. Graville, Most popular data science keywords on DSC, [online], available from http://www.datasciencecentral.com/forum/topic s/most-popular-data-science-keywords-ondsc?xg_source=activity, 2015.
 M. Harchol-Balter, Performance Modeling and Design of Computer Systems, Cambridge University Press, ISBN: 9781107027503, 2013.
 L. Hosman, Top 5 Hardware Challenges in Information Technology for Development, [online], available from http://www.ictworks.org/2015/05/25/top-5- hardware-challenges-in-informationtechnology-for-development/, 2015.
 Ch. Hurlstone, Design Verification Best Practice, [online], available from http://www.med-techinnovation.com/articles/ articles/article/21/Design+Verification+Best+Pr actice, 2011.
 A. Chica, Architecture Evaluation Methods, [online], available from http://www.slideshare.net/alexandruc/architectu re-evaluation, 2013.
IBM Survey - Survey of 1,500 change management executives, [online], available from http://www-935.ibm.com/services/us/ gbs/bus/pdf/gbe03100-usen-03-makingchange-work.pdf , 2008.
 Information Technology Security Monitoring and Auditing, [online], available from http://www.forces.gc.ca/en/about-policiesstandards-defence-admin-orders-directives- 6000/6003-3.page, 2015.
 T. S. Ireland, How To Write A Great Information Technology Strategic Plan, CreateSpace Independent Publishing Platform, ISBN-10: 1468177648, 2012.
 D. Kasabian, For better or worse, Excel is still the number one tool for planning, [online], available from http://www.tagetik.com/blog/authors/davekasabian/excel-planning, 2014.
 R. Kimball, M. Ross, The Data Warehouse Toolkit: The Definitive Guide to Dimensional Modeling, John Wiley & Sons, ISBN: 978-1- 118-53080-1, 2013.
 KPMG Survey - Survey of 100 businesses across a broad cross section of industries, [online], available from http://www.kpmg.com/ NZ/en/IssuesAndInsights/ArticlesPublications/ Pages/project-management-survey-2010.aspx, 2010.
 G. Kuk, M. Janssen, The Business Models and Information Architectures of Smart Cities, Journal of Urban Technology, 18(2), 2011, pp. 39-52.
 A. Law, Simulation Modeling and Analysis (McGraw-Hill Series in Industrial Engineering and Management), McGraw-Hill Education, ISBN-10: 0073401323, 2014.
 I. Lauder, How to Write an Information Technology (IT) Business Proposal, [online], available from https://www.linkedin.com/ pulse/20140819165132-18011256-how-towrite-an-information-technology-it-businessproposal, 2014.
 McKinsey & Company in conjunction with the University of Oxford - Study on large scale IT Projects, [online], available from http://www.mckinsey.com/businessfunctions/business-technology/ourinsights/delivering-large-scale-it-projects-ontime-on-budget-and-on-value, 2012.
 A. C. Oliver, 10 things never to do with a relational database, [online], available from http://www.infoworld.com/article/2616126/app lication-development/10-things-never-to-dowith-a-relational-database.html, 2012.
 S. O'Sullivan, Whose project is it anyway?, [online], available from http://www.3gamma.com/insights/whitepaperwhose-project-is-it-anyway/, 2015.
 S. R. Palmer, Software Development and other stuff, [online], available from http://www.step- 10.com/, 2014.
 C. Perks, T. Beveridge, Guide to enterprise IT architecture, Springer-Verlag New York, Inc., 2003.
 P. G. Ranky, An integrated architecture, methods and some tools for creating more sustainable and greener enterprises, Sustainable Systems and Technology (ISSST), 2010 IEEE International Symposium, ISBN: 978-1-4244-7094-5, 2010, pp. 1-6.
 J. F. Rischard, High noon: twenty global problems, twenty years to solve them, New York: Basic Books, ISBN 0465004415, 2002.
 E. Rosenberg, The Importance Of Excel In Business, [online], available from http://www.investopedia.com/articles/personalfinance/032415/importance-excel-business.asp, 2015.
 P. Simon, The Visual Organization: Data Visualization, Big Data, and the Quest for Better Decisions, NJ: John Wiley Sons Inc, ISBN 978-1-118-79438-8, 2014.
 Simoneau, P., 12 Challenges Facing IT Professionals (and some ways to deal with them), [online], available from http://www.globalknowledge.com/training/gene ric.asp?pageid=3601, 2016.
 F. B. Tan, Global Information Technologies: Concepts, Methodologies, Tools, and Applications (6 Volumes), IGI Global, ISBN13: 9781599049397, 2008.
 P. Thomson, Aims and objectives – what’s the difference?, [online], available from http://patthomson.net/2014/06/09/aims-andobjectives-whats-the-difference/, 2014.
 M. Walker, Integration of Enterprise Architecture and Application Portfolio Management, [online], available from https://msdn.microsoft.com/enus/library/bb896054.aspx, 2007.
 What is Architecture?, [online], available from http://iasaglobal.org/itabok/what-is-itarchitecture/, 2014.
 Ch. Willow, An Object Oriented Database for Information Management in Computer Integrated Manufacturing, Advances in Management, 2015.
 O. Wright, Working in Complexity, [online], available from http://www.collaborationforimpact.com/may- 2015-working-in-complexity/, 2015.
 A. F. Zobaa, A. Vaccaro (Authors, Editors), Computational Intelligence Applications in Smart Grids: Enabling Methodologies for Proactive and Self-Organizing Power Systems, Imperial College Press, ISBN-10: 1783265876, 2015.
Cite this paper
Milena Janakova. (2016) Architectures and Simulation: Why Fault Tolerance is not at a Maximum Level?. International Journal of Computers, 1, 96-103