Run-time Models for Self-managing Systems and Applications

• Corporate Author: SpringerLink (Online service)
• Other Authors: Ardagna, Danilo. (Editor), Zhang, Li. (Editor)
• Format: Electronic
• Language: English
• Published: Basel : Springer Basel, 2010.
• Series: Autonomic Systems
• Subjects: Computer science.; Computer simulation.; Information Systems.; Computer Science.; Management of Computing and Information Systems.; Models and Principles.; Simulation and Modeling.
• Online Access: https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-3-0346-0433-8

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:

• 1 Stochastic Analysis and Optimization of Multiserver Systems
• 2 On the selection of models for runtime prediction of system resources
• 3 Estimating Model Parameters of Adaptive Software Systems in Real-Time
• 4 A Control-Theoretic Approach for the Combined Management of Quality-of-Service and Energy in Service Centers
• 5 The emergence of load balancing in distributed systems: the SelfLet approach
• 6 Run time models in adaptive service infrastructures
• 7 On the Modeling and Management of Cloud Data Analytics.