A Decision Model for the Evaluation and Selection of Cloud Computing Services: A First Step Towards a More Sustainable Perspective

In this paper, we present a decision model for evaluating and selecting Cloud Computing Services. A strong focus is put on the economic, environmental and social perspectives which are subsumed under the term 'sustainable information systems management'. The model supports decision makers in comprehensively evaluating relevant cost types. We seek to formulate a realistic model by applying a combination of deductive and inductive steps to reveal the core characteristics of Cloud Computing Services and their economic, environmental and social impacts. For the construction of the pricing model and the determination of carbon emission costs, we drew on several theoretical and practical sources. The quality of the model is confirmed on the one hand by expert interviews and on the other hand by the outcomes of a simulation study including two scenarios and a statistical evaluation. The presented research results clarify the need to consider more than the economic dimension — including factors and attributes of sustainable information systems management — in evaluating and selecting Cloud Computing Services.

[1]  Ingoo Han,et al.  The IS risk analysis based on a business model , 2003, Inf. Manag..

[2]  Erol Gelenbe,et al.  Energy-Efficient Cloud Computing , 2010, Comput. J..

[3]  T. Kern.  The Gestalt of an information technology outsourcing relationship: an exploratory analysis , 1997, ICIS '97.

[4]  R. Coase.  The Nature of the Firm , 1937 .

[5]  Eric K. Clemons,et al.  Just Right Outsourcing: Understanding and Managing Risk , 2005, J. Manag. Inf. Syst..

[6]  Averill M. Law,et al.  Simulation Modeling and Analysis , 1982 .

[7]  Yi Peng,et al.  Evaluation of clustering algorithms for financial risk analysis using MCDM methods , 2014, Inf. Sci..

[8]  John Elkington,et al.  Partnerships from cannibals with forks: The triple bottom line of 21st‐century business , 1998 .

[9]  E. A. Silver,et al.  An overview of heuristic solution methods , 2004, J. Oper. Res. Soc..

[10]  Gang Kou,et al.  A cosine maximization method for the priority vector derivation in AHP , 2014, Eur. J. Oper. Res..

[11]  Bandula Jayatilaka,et al.  Information systems outsourcing: a survey and analysis of the literature , 2004, DATB.

[12]  Vanessa A. Cooper,et al.  International Conference on Information Systems ( ICIS ) 2009 IT and Eco-sustainability : Developing and Validating a Green IT Readiness Model , 2017 .

[13]  Brian Nicholson,et al.  How Green is my Outsourcer - Environmental Responsibility in Global IT Outsourcing , 2009, ICIS.

[14]  James R. Conrad,et al.  Analyzing the Risks of Information Security Investments with Monte-Carlo Simulations , 2005, WEIS.

[15]  Dirk Neumann,et al.  Market-based pricing in grids: On strategic manipulation and computational cost , 2010, Eur. J. Oper. Res..

[16]  Helmut Krcmar,et al.  Towards a Generic Value Network for Cloud Computing , 2010, GECON.

[17]  Rüdiger Zarnekow,et al.  Predictors of Green IT Adoption: Implications from an Empirical Investigation , 2010, AMCIS.

[18]  Alan R. Hevner,et al.  The Three Cycle View of Design Science , 2007, Scand. J. Inf. Syst..

[19]  Benjamin T. Hazen,et al.  Decision Support Variables for Reverse Logistics , 2010, AMCIS.

[20]  Peter Mertens,et al.  Memorandum zur gestaltungsorientierten Wirtschaftsinformatik , 2010 .

[21]  Peter Mertens,et al.  Memorandum on design-oriented information systems research , 2011, Eur. J. Inf. Syst..

[22]  Philip Selznick.  Foundations of the Theory of Organization , 1948 .

[23]  James D. McKeen,et al.  Developments in Practice XXXVII: Total Cost of Ownership , 2010, Commun. Assoc. Inf. Syst..

[24]  Nigel Melville,et al.  Information Systems Innovation for Environmental Sustainability , 2010, MIS Q..

[25]  Duncan A. Grove,et al.  Analytical Models of Probability Distributions for MPI Point-to-Point Communication Times on Distributed Memory Parallel Computers , 2005, ICA3PP.

[26]  Rüdiger Zarnekow,et al.  Sustainable Information Systems Management , 2009, Bus. Inf. Syst. Eng..

[27]  Sumit Sarkar,et al.  Contractor Accreditation: A Probabilistic Model , 1997 .

[28]  Robert J. Kauffman,et al.  An Interdisciplinary Perspective on IT Services Management and Service Science , 2010, J. Manag. Inf. Syst..

[29]  Michel Avital,et al.  From Green IT to Sustainable Innovation , 2010, AMCIS.

[30]  Dirk Neumann,et al.  Making money with clouds: Revenue optimization through automated policy decisions , 2009, ECIS.

[31]  Gary Klein,et al.  Rental software valuation in IT investment decisions , 2004, Decis. Support Syst..

[32]  A. Parasuraman,et al.  SERVQUAL: A multiple-item scale for measuring consumer perceptions of service quality. , 1988 .

[33]  Frank Teuteberg,et al.  Why risk management matters in IT outsourcing - A systematic literature review and elements of a research agenda , 2009, ECIS.

[34]  Tom Butler,et al.  Environmental responsibilty and green IT: An institutional perspective , 2009, ECIS.

[35]  Takuji Nishimura,et al.  Mersenne twister: a 623-dimensionally equidistributed uniform pseudo-random number generator , 1998, TOMC.

[36]  Frank Teuteberg,et al.  Design and implementation of a community platform for the evaluation and selection of cloud computing services: a market analysis , 2011, ECIS.

[37]  H. Raghav Rao,et al.  Security analysis of Internet technology components enabling globally distributed workplaces—a framework , 2008, TOIT.

[38]  Omar F. El-Gayar,et al.  Environmental Management Information Systems (EMIS) for Sustainable Development: A Conceptual Overview , 2006, Commun. Assoc. Inf. Syst..

[39]  Alan R. Hevner,et al.  Design Science in Information Systems Research , 2004, MIS Q..

[40]  Babak Akhgar,et al.  Green information technology , 2015 .

[41]  Lior Fink,et al.  Gaining Agility through IT Personnel Capabilities: The Mediating Role of IT Infrastructure Capabilities , 2007, J. Assoc. Inf. Syst..

[42]  Frank Teuteberg,et al.  Costing of Cloud Computing Services: A Total Cost of Ownership Approach , 2012, 2012 45th Hawaii International Conference on System Sciences.

[43]  Richard T. Watson,et al.  Organizational Adoption of Green IS & IT: An Institutional Perspective , 2009, ICIS.

[44]  Marc Premm,et al.  Bid price control and dynamic pricing in clouds , 2009, ECIS.

[45]  Arun Anandasivam,et al.  Cloud Services from a Consumer Perspective , 2010, AMCIS.

[46]  W. Powell,et al.  The iron cage revisited institutional isomorphism and collective rationality in organizational fields , 1983 .

[47]  T. S. Raghu,et al.  Privacy and Security Practices in the Arena of Cloud Computing - A Research in Progress , 2010, AMCIS.

[48]  Thomas L. Saaty,et al.  Multicriteria Decision Making: The Analytic Hierarchy Process: Planning, Priority Setting, Resource Allocation , 1990 .

[49]  Dave Durkee,et al.  Why cloud computing will never be free , 2010, ACM Queue.

[50]  Helmut Krcmar,et al.  THE BUSINESS PERSPECTIVE OF CLOUD COMPUTING: ACTORS, ROLES, AND VALUE NETWORKS , 2010, ECIS 2010.

[51]  Monideepa Tarafdar,et al.  Adoption of Sustainability in IT Services: Role of IT Service Providers , 2010, AMCIS.

[52]  C. Weber,et al.  The Energy and Climate Change Implications of Different Music Delivery Methods , 2010 .

[53]  Dirk Neumann,et al.  Taming Energy Costs of Large Enterprise Systems Through Adaptive Provisioning , 2009, ICIS.

[54]  Frank Teuteberg,et al.  Evaluating cloud computing services from a total cost of ownership perspective , 2013 .

[55]  Richard T. Watson,et al.  Information Systems and Environmentally Sustainable Development: Energy Informatics and New Directions for the IS Community , 2010, MIS Q..

[56]  Steve Elliot,et al.  Transdisciplinary Perspectives on Environmental Sustainability: A Resource Base and Framework for IT-Enabled Business Transformation , 2011, MIS Q..

[57]  P. Mell,et al.  SP 800-145. The NIST Definition of Cloud Computing , 2011 .

[58]  Richard S.J. Tol,et al.  The marginal damage costs of carbon-dioxide emissions’ , 2005 .

[59]  Frank Teuteberg,et al.  Supporting entrepreneurial venturing of SMEs in collaborative cloud computing environments: a dependency-driven construction of scenario maps , 2013 .

[60]  B. Wernerfelt,et al.  A Resource-Based View of the Firm , 1984 .

[61]  Asoke K. Talukder,et al.  Cloud Economics: Principles, Costs, and Benefits , 2010, Cloud Computing.

[62]  Helmut Krcmar,et al.  Competing in the Clouds: A Strategic Challenge for ITSP Ltd , 2010, Commun. Assoc. Inf. Syst..

[63]  O. Williamson.  The Economics of Organization: The Transaction Cost Approach , 1981, American Journal of Sociology.

[64]  Eric W. K. Tsang.  Transaction Cost and Resource-Based Explanations of Joint Ventures: A Comparison and Synthesis , 2000 .

[65]  Gerald Grant,et al.  Green IT: An Implementation Framework , 2009, AMCIS.

[66]  Randy H. Katz,et al.  A view of cloud computing , 2010, CACM.

[67]  Frank Teuteberg,et al.  Understanding the Cloud Computing Ecosystem: Results from a Quantitative Content Analysis , 2011, Wirtschaftsinformatik.

[68]  Suzanne Rivard,et al.  A framework for information technology outsourcing risk management , 2005, DATB.

[69]  Ravi Subramanian,et al.  An Approach to Integrating Environmental Considerations Within Managerial Decision‐Making , 2010 .

[70]  Peter Buxmann,et al.  Pricing Models of Software as a Service Providers: Usage-Dependent Versus Usage-Independent Pricing Models , 2010 .

[71]  R. Hirschheim.  Information Systems Outsourcing , 2002 .

[72]  Gang Kou,et al.  Enhancing data consistency in decision matrix: Adapting Hadamard model to mitigate judgment contradiction , 2014, Eur. J. Oper. Res..

[73]  M. C. Jensen,et al.  Harvard Business School; SSRN; National Bureau of Economic Research (NBER); European Corporate Governance Institute (ECGI); Harvard University - Accounting & Control Unit , 1976 .

[74]  Rajiv Sabherwal,et al.  Portfolios of Control in Outsourced Software Development Projects , 2003, Inf. Syst. Res..

[75]  Rhoda C. Joseph,et al.  IT Strategy and Economic Sustainability: Formulating a 21st Century Paradigm , 2009, AMCIS.

[76]  Richard T. Watson,et al.  Analyzing the Past to Prepare for the Future: Writing a Literature Review , 2002, MIS Q..

[77]  Gerard Briscoe,et al.  Community Cloud Computing , 2009, CloudCom.

[78]  Markus Lammers,et al.  Make, Buy or Share , 2004, Wirtschaftsinf..

[79]  Gary L. Chefetz,et al.  An Implementation Framework , 2003 .

[80]  María N. Moreno García,et al.  Building knowledge discovery-driven models for decision support in project management , 2004, Decis. Support Syst..

[81]  Patrick Kurp,et al.  Green computing , 2008, Commun. ACM.

[82]  Jan Recker,et al.  Enablers and Barriers to the Organizational Adoption of Sustainable Business Practices , 2010, AMCIS.

[83]  Mingdi Xin,et al.  Software-as-a-Service Model: Elaborating Client-Side Adoption Factors , 2008, ICIS.

[84]  Ashley A. Bush,et al.  A Comparison of Transaction Cost, Agency, and Knowledge-Based Predictors of IT Outsourcing Decisions: A U.S.-Japan Cross-Cultural Field Study , 2007, J. Manag. Inf. Syst..

[85]  Nikolay Borissov,et al.  Cloud Computing – A Classification, Business Models, and Research Directions , 2009, Bus. Inf. Syst. Eng..

[86]  Peter Buxmann,et al.  Pricing Strategies of Software Vendors , 2009, Bus. Inf. Syst. Eng..

[87]  Robert J. Kauffman,et al.  Risk Management of Contract Portfolios in IT Services: The Profit-at-Risk Approach , 2008, J. Manag. Inf. Syst..

[88]  Hsing Kenneth Cheng,et al.  Optimal pricing policies of web-enabled application services , 2003, Decis. Support Syst..

[89]  Qunying Huang,et al.  A Service Brokering and Recommendation Mechanism for Better Selecting Cloud Services , 2014, PloS one.