Run-time Models for Self-managing Systems and Applications

• Corporate Author: SpringerLink (Online service)
• Other Authors: Ardagna, Danilo (Editor), Zhang, Li (Editor)
• Format: Electronic eBook
• Language: English
• Published: Basel : Springer Basel, 2010.
• Series: Autonomic Systems
• Subjects: Computer science.; Computers.; Computer simulation.; Management information systems.; Computer engineering.; Computer Science.; Computer Engineering.; Management of Computing and Information Systems.; Models and Principles.; Simulation and Modeling.

This edited volume focuses on the adoption of run-time models for the design and management of autonomic systems. Traditionally, performance models have a central role in the design of computer systems. Models are used at design-time to support the capacity planning of the physical infrastructure an...

Table of Contents:

• Stochastic Analysis and Optimization of Multiserver Systems
• On the Selection of Models for Runtime Prediction of System Resources
• Estimating Model Parameters of Adaptive Software Systems in Real-Time
• A Control-Theoretic Approach for the Combined Management of Quality-of-Service and Energy in Service Centers
• The Emergence of Load Balancing in Distributed Systems: the SelfLet Approach
• Run Time Models in Adaptive Service Infrastructure
• On the Modeling and Management of Cloud Data Analytics.