Queueing Petri nets with product form solution
Performance Evaluation
Predictive Application-Performance Modeling in a Computational Grid Environment
HPDC '99 Proceedings of the 8th IEEE International Symposium on High Performance Distributed Computing
QoS and Contention-Aware Multi-Resource Reservation
HPDC '00 Proceedings of the 9th IEEE International Symposium on High Performance Distributed Computing
Grid Harvest Service: A System for Long-Term, Application-Level Task Scheduling
IPDPS '03 Proceedings of the 17th International Symposium on Parallel and Distributed Processing
A framework for QoS-aware software components
WOSP '04 Proceedings of the 4th international workshop on Software and performance
The Grid 2: Blueprint for a New Computing Infrastructure
The Grid 2: Blueprint for a New Computing Infrastructure
A Framework for Resource Allocation in Grid Computing
MASCOTS '04 Proceedings of the The IEEE Computer Society's 12th Annual International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunications Systems
Resource Allocation for Autonomic Data Centers using Analytic Performance Models
ICAC '05 Proceedings of the Second International Conference on Automatic Computing
Utility-Function-Driven Resource Allocation in Autonomic Systems
ICAC '05 Proceedings of the Second International Conference on Automatic Computing
The Anatomy of the Grid: Enabling Scalable Virtual Organizations
International Journal of High Performance Computing Applications
Modeling Differentiated Services of Multi-Tier Web Applications
MASCOTS '06 Proceedings of the 14th IEEE International Symposium on Modeling, Analysis, and Simulation
Performance Modeling and Evaluation of Distributed Component-Based Systems Using Queueing Petri Nets
IEEE Transactions on Software Engineering
Should the grid middleware look to self-managing capabilities?
ISADS '07 Proceedings of the Eighth International Symposium on Autonomous Decentralized Systems
A Hybrid Reinforcement Learning Approach to Autonomic Resource Allocation
ICAC '06 Proceedings of the 2006 IEEE International Conference on Autonomic Computing
Learning Application Models for Utility Resource Planning
ICAC '06 Proceedings of the 2006 IEEE International Conference on Autonomic Computing
Globus toolkit version 4: software for service-oriented systems
NPC'05 Proceedings of the 2005 IFIP international conference on Network and Parallel Computing
Self-star Properties in Complex Information Systems
A middleware design for large-scale clusters offering multiple services
IEEE Transactions on Network and Service Management
Performance management for cluster-based web services
IEEE Journal on Selected Areas in Communications
Autonomic QoS control in enterprise Grid environments using online simulation
Journal of Systems and Software
QPME: a performance modeling tool based on queueing Petri Nets
ACM SIGMETRICS Performance Evaluation Review
Economically enhanced resource management for internet service utilities
WISE'07 Proceedings of the 8th international conference on Web information systems engineering
Overdimensioning for Consistent Performance in Grids
CCGRID '10 Proceedings of the 2010 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing
A path to achieving a self-managed Grid middleware
Future Generation Computer Systems
QPME 2.0: a tool for stochastic modeling and analysis using queueing Petri nets
From active data management to event-based systems and more
Introduction to queueing petri nets: modeling formalism, tool support and case studies
ICPE '12 Proceedings of the 3rd ACM/SPEC International Conference on Performance Engineering
Journal of Systems and Software
Stochastic modeling and analysis using QPME: queueing petri net modeling environment v2.0
PETRI NETS'12 Proceedings of the 33rd international conference on Application and Theory of Petri Nets
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As Grid Computing increasingly enters the commercial domain, performance and Quality of Service (QoS) issues are becoming a major concern. The inherent complexity, heterogeneity and dynamics of Grid computing environments pose some challenges in managing their capacity to ensure that QoS requirements are continuously met. In this paper, an approach to autonomic QoS-aware resource management in Grid computing based on online performance models is proposed. The paper presents a novel methodology for designing autonomic QoS-aware resource managers that have the capability to predict the performance of the Grid components they manage and allocate resources in such a way that service level agreements are honored. The goal is to make the Grid middleware self-configurable and adaptable to changes in the system environment and workload. The approach is subjected to an extensive experimental evaluation in the context of a real-world Grid environment and its effectiveness, practicality and performance are demonstrated.