Cost–Benefit Analysis of an SLA Mapping Approach for Defining Standardized Cloud Computing Goods
AbstractDue to the large variety in computing resources and, consequently, the large number of different types of service level agreements (SLAs), computing resource markets face the problem of a low market liquidity. Restricting the number of different resource types to a small set of standardized computing resources seems to be the appropriate solution to counteract this problem. Standardized computing resources are defined through an SLA template. An SLA template defines the structure of an SLA, the service attributes, the names of the service attributes, and the service attribute values. However, since existing research results have only introduced static SLA templates so far, the SLA templates cannot reflect changes in user needs and market structures. To address this shortcoming, we present a novel approach of adaptive SLA matching. This approach adapts SLA templates based on SLA mappings of users. It allows Cloud users to define mappings between a public SLA template, which is available in the Cloud market, and their private SLA templates, which are used for various in-house business processes of the Cloud user. Besides showing how public SLA templates are adapted to the demand of Cloud users, we also analyze the costs and benefits of this approach. Costs are incurred every time a user has to define a new SLA mapping to a public SLA template due to its adaptation. In particular, we investigate how the costs differ with respect to the public SLA template adaptation method. The simulation results show that the use of heuristics within adaptation methods allows balancing the costs and benefits of the SLA mapping approach.
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Bibliographic InfoPaper provided by Seoul National University; Technology Management, Economics, and Policy Program (TEMEP) in its series TEMEP Discussion Papers with number 201177.
Length: 24 pages
Date of creation: Jul 2011
Date of revision: Jul 2011
Publication status: Published in Elsevier, Future Generation Computer Systems Journal
Service level agreements; Cloud architecture; Cloud markets; market liquidity; cost modeling; utility modeling; SLA matching; goods standardization.;
Find related papers by JEL classification:
- C15 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Statistical Simulation Methods: General
- C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
- C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques
- D40 - Microeconomics - - Market Structure and Pricing - - - General
- D45 - Microeconomics - - Market Structure and Pricing - - - Rationing; Licensing
- L22 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Organization and Market Structure
- L86 - Industrial Organization - - Industry Studies: Services - - - Information and Internet Services; Computer Software
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- Marcel Risch & Ivona Brandic & Jorn Altmann, 2009. "Using SLA Mapping to Increase Market Liquidity," TEMEP Discussion Papers 200937, Seoul National University; Technology Management, Economics, and Policy Program (TEMEP), revised Oct 2009.
- Marcel Risch & Jorn Altmann & Li Guo & Alan Fleming & Costas Courcoubetis, 2010. "The GridEcon Platform: A Business Scenario Testbed for Commercial Cloud Services," TEMEP Discussion Papers 201039, Seoul National University; Technology Management, Economics, and Policy Program (TEMEP), revised Jan 2010.
- Marcel Risch & Jorn Altmann, 2009. "Enabling Open Cloud Markets Through WS-Agreement Extensions," TEMEP Discussion Papers 200920, Seoul National University; Technology Management, Economics, and Policy Program (TEMEP), revised Oct 2009.
- Ivan Breskovic & Jorn Altmann & Ivona Brandic, 2012. "Creating Standardized Products for Electronic Markets," TEMEP Discussion Papers 201296, Seoul National University; Technology Management, Economics, and Policy Program (TEMEP), revised Sep 2012.
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