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Self-Healing Data Exchange Process under Evolving Schemas: A New Mapping Adaptation Approach Based on Self-Optimization

Published: 10 November 2011 Publication History

Abstract

Today, more than ever, enterprises are relying on highly complex IT solutions to respond flexibly and rapidly to the constant changing business environment. Yet, the increasing complexity of IT solutions presents significant challenges. In this paper, we propose a solution to reduce the human intervention needed to maintain data exchange processes after a schema evolution (changes impacting source or target system schemas participating in a data exchange scenario). Our approach, toward reliable self-healed data exchange processes under evolving schemas, is called DEAM (Data Exchange Autonomic Manager).

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cover image Guide Proceedings
HASE '11: Proceedings of the 2011 IEEE 13th International Symposium on High-Assurance Systems Engineering
November 2011
384 pages
ISBN:9780769546155

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IEEE Computer Society

United States

Publication History

Published: 10 November 2011

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  1. autonomic computing
  2. data exchange
  3. dependability
  4. fault tolerance
  5. machine learning
  6. mapping adaptation
  7. schema mapping
  8. schema matching
  9. selfmanaged systems
  10. sufficient correctness

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