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Integrated Monitoring and Control for Performance Management of
Electrical and Computer Engineering, Mississippi State University, Miss. State, MS. † ... Practical applications include task ... system performance using mathematical models and model- ... filter to predict the computational nature of the incident requests ... Note: For stability reasons and infinite PS queue assump- tion, the ...

The Vision of Autonomic Computing - Computer Sciences User Pages
vision: what autonomic computing systems might look like, how ... machine that runs at peak performance 24/7. ... The autonomic system might continually monitor ..... practical methods for designing emergent system ... interesting forms of instability have been observed ... let autonomic elements or systems detect or predict.

Performance characterization of black boxes with self - mescal
present two important issues : saturation and stability, that are key to system capacity ... While simulation techniques are developed in order to predict performance, and to ... section 4 a practical software infrastructure, self-regulated load injection with CLIF .... approach to autonomic computing consists in relying on a uniform ...

PlantCare: An Investigation in Practical Ubiquitous - Washington
Recent efforts such as IBM's autonomic computing [1] initiative are beginning to ... the practical challenges posed by ubiquitous computing systems might be .... distributed services running on hardware platforms with widely varying performance. .... to monitor, record, and issue care instructions, recharging the motes and the ...

Autonomic Performance and Power Control for Co-located Web
virtualized computing environments needs to be autonomic: self-configuring and .... as system stability. This is due to the fact ... trol loop as follows: 1) Monitor(M): The performance and power monitors peri- .... The prediction accuracy of the system model has a signifi- cant impact on the ...... Towards practical page coloring-.

Autonomic Computing applied to Network Security: A Survey
approach called Autonomic Computing (AC) has gained attention from ... that allow them to monitor, control and regulate themselves, and recover from ... or external environment disturbs the stability of the system, it shall always act ... From a practical standpoint, of ... performance degradations and perform functions for self-.

PhD thesis - Universidad Politécnica de Madrid
3.3.5 Application performance prediction and autonomic computing . . . . . . . . 45 .... Determining model stability and monitoring data set size . ..... Chapter 7 focuses on formally defining a practical methodology to create a global model.

Predicting Performance Properties for Open Systems with KAMI
Pervasive computing applications are another typical case. ... For example, it is possible to predict certain performance ... can be detected by a monitoring component and detected changes may gener- ... Ideally, KAMI could trigger self- repairing strategies, according to an autonomic .... more, it is also related with stability.

PDF(847K) - Wiley Online Library
Jan 20, 2014 ... KEY WORDS: autonomic computing; self-healing systems; survey; .... a framework was introduced for evaluating the performance of a ... the development and maintenance of autonomic computing frameworks; a prediction made by IBM ... monitoring techniques that search for faults, engage in root- cause ...

A Resource Prediction Model for Virtualization Servers - CiteSeerX
6.6 Computing the Distribution Vector of the System . ... those discussions we have developped our practical use cases, for which our proposed ... monitoring, virtual infrastructure monitoring, prediction and performance modelling. ..... transition diagram is important for the stability of Markov Chain prediction system. It can.

A Comparison of Autonomic Decision Making - [email protected]
Apr 1, 2011 ... Autonomic computing is a very promising research area ... practice;. • the proposal of a set of reference problems for compar- .... monitoring and tuning itself according to performance anal- ysis. .... some properties may be enforced, among which stability and ... on the prediction of the future system reactions.

Autonomic Computing Research Challenges - ICSE
May 18, 2005 ... According to, autonomic computing is … Acknowledgment: ... Taxonomy of Autonomic Computing Research at IBM. ▫ Autonomic ...

A Control Theory Foundation for Self-Managing Computing Systems
properties such as stability, short settling times, and accurate ... IBM's Autonomic Computing, HP's Adaptive Infrastructure, ... contains components for monitoring, analysis, planning, and ex- .... real world system produces an unbounded output, in practice, .... utilities in some way so as to reduce their performance impact.

Using Simple PID Controllers to Prevent and Mitigate Faults in
developed as part of autonomic computing to predict fail- ures before ... A performance optimization study to tune the parame- ters of the ..... limit, and (2) the gain margin Ku for loop stability. In this .... Practical resource monitoring for robust.

The Use of Optimal Filters to Track Parameters of Performance Models
Autonomic computer systems react to changes in the system, including failures, load ... performance monitoring to provide a tracking model, ... ŷ = prediction of observation y based on old xˆ and the model .... In practice, we may use only some of these. The first ..... often simple. No problems were experienced with stability or.

Autonomic management of virtualized resources in cloud computing
Jan 1, 2011 ... 1.2.1 Application-centric Performance Management . ... 3.7 Application of Capacity Prediction in Online Admission Control . ... 5.2.1 The Xen Virtual Machine Monitor . ..... environment, no centralized management is practical. ..... work [37] enhanced traditional control theory with Kalman filters for stability.

Autonomic Computing Revolutionizing the way of - IJARCSSE
Keywords— Autonomic Computing, Self Management, Self Monitoring, Self Adjustment, Nervous .... to autonomously measure the performance or usage of resources and then tune the ... practical implementation of autonomic network service configuration. .... Stability, high availability, high security system, fewer system.

A Self-healing Component Sandbox for Untrustworthy Third Party
may potentially put in risk application stability. .... We have introduced autonomic computing principles to our sandboxing architecture, allowing ...... components; performance monitoring; prediction of events; and system rejuvenation. .... Gama, K., Donsez, D.: A Practical Approach for Finding Stale References in a Dynamic.

Distributed Hierarchical Control versus an Economic Model for
Apr 14, 2015 ... based on resource monitoring with market mechanisms ... puting. We introduce several performance measures and .... antee system stability and to predict transient behavior [20], .... in the implementation of autonomic computing has been slow. ... organization, a definition that could hint to practical design.

Autonomic Execution of Web Service Compositions - Department of
ture completely removes the need for the manual monitoring and reconfiguration of the system, which in practice is a difficult and time-consuming operation. ... ture of the system and present an extensive performance evaluation of its autonomic .... of computers, as navigators and dispatchers can be physi- cally located on ...

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