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Journal ArticleDOI

The vision of autonomic computing

Jeffrey O. Kephart, +1 more
- 01 Jan 2003 - 
- Vol. 36, Iss: 1, pp 41-50
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TLDR
A 2001 IBM manifesto noted the almost impossible difficulty of managing current and planned computing systems, which require integrating several heterogeneous environments into corporate-wide computing systems that extend into the Internet.
Abstract
A 2001 IBM manifesto observed that a looming software complexity crisis -caused by applications and environments that number into the tens of millions of lines of code - threatened to halt progress in computing. The manifesto noted the almost impossible difficulty of managing current and planned computing systems, which require integrating several heterogeneous environments into corporate-wide computing systems that extend into the Internet. Autonomic computing, perhaps the most attractive approach to solving this problem, creates systems that can manage themselves when given high-level objectives from administrators. Systems manage themselves according to an administrator's goals. New components integrate as effortlessly as a new cell establishes itself in the human body. These ideas are not science fiction, but elements of the grand challenge to create self-managing computing systems.

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Citations
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Journal ArticleDOI

Self-Optimization module for Scheduling using Case-based Reasoning

TL;DR: A learning module proposal for an autonomous parameterization of Meta-heuristics, integrated on a Multi-Agent System for the resolution of Dynamic Scheduling problems and is inspired on Autonomic Computing Self-Optimization concept, defining that systems must continuously and proactively improve their performance.
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A Review of Semantic Sensor Technologies in Internet of Things Architectures

TL;DR: The explored trends show that ontologies will play an even more essential role in interlinked IoT systems as interoperability and the generation of controlled linkable data sources should be based on semantically enriched sensory data.
Book ChapterDOI

Emerging Techniques for the Engineering of Self-Adaptive High-Integrity Software

TL;DR: This paper overviews emerging techniques for the engineering of self-adaptive high-integrity software, proposes a service-based architecture that aims to integrate these techniques, and discusses opportunities for future research.
Journal ArticleDOI

Supporting Data-Intensive Workflows in Software-Defined Federated Multi-Clouds

TL;DR: This paper introduces a framework to manage the end-to-end execution of data-intensive application workflows in dynamic software-defined resource federation, and enables the autonomic execution of workflows by elastically provisioning an appropriate set of resources that meet application requirements, and by adapting this set of Resources at runtime as the requirements change.
Book ChapterDOI

Towards Self-configuration in Autonomic Electronic Institutions

TL;DR: This paper focuses on the extension of EIs with autonomic capabilities to allow them to yield a dynamical answer to changing circumstances through the adaptation of their norms.
References
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