A Conceptual Framework for Simulating Autonomic Cloud Markets

  • Simon Caton
  • Ivan Breskovic
  • Ivona Brandic
Conference paper

DOI: 10.1007/978-3-319-03874-2_10

Volume 112 of the book series Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (LNICST)
Cite this paper as:
Caton S., Breskovic I., Brandic I. (2013) A Conceptual Framework for Simulating Autonomic Cloud Markets. In: Yousif M., Schubert L. (eds) Cloud Computing. CloudComp 2012. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 112. Springer, Cham

Abstract

One of the major challenges facing the Cloud paradigm is the emergence of suitable economic platforms for the trading of Cloud services. Today, many researchers investigate how specific Cloud market platforms can be conceived and in some cases implemented. However, such endeavours consider only specific types of actors, business models, or Cloud abstractions. We argue that market platforms for the Cloud paradigm cannot (yet) be rigidly defined, and require the ability to progress and evolve with the paradigm. In this paper, we discuss an alternative approach: autonomic markets. Autonomic markets automatically adapt to changed environmental conditions based upon a given concept of “performance”. We describe the autonomic MAPE loop in the context of electronic markets and consider the types of a knowledge produced and required for decision making. Finally, we present a conceptual framework for a market simulator, a critical tool for autonomic markets, based upon experiences using the GridSim simulation tool.

Keywords

Cloud Computing Electronic Markets Autonomic Computing Computational Economics Market Simulation 

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Copyright information

© ICST Institute for Computer Science, Social Informatics and Telecommunications Engineering 2013

Authors and Affiliations

  • Simon Caton
    • 1
  • Ivan Breskovic
    • 2
  • Ivona Brandic
    • 2
  1. 1.Karlsruhe Institute of TechnologyGermany
  2. 2.Vienna University of TechnologyAustria