Capacity planning and performance modeling: from mainframes to client-server systems
Capacity planning and performance modeling: from mainframes to client-server systems
Queueing Petri nets with product form solution
Performance Evaluation
Trace-Based Load Characterization for Generating Performance Software Models
IEEE Transactions on Software Engineering
The Operational Analysis of Queueing Network Models
ACM Computing Surveys (CSUR)
QPN-Tool for the Specification ans Analysis of Hierarchically Combined Queueing Petri Nets
MMB '95 Proceedings of the 8th International Conference on Modelling Techniques and Tools for Computer Performance Evaluation: Quantitative Evaluation of Computing and Communication Systems
Parameter estimation for performance models of distributed application systems
CASCON '95 Proceedings of the 1995 conference of the Centre for Advanced Studies on Collaborative research
Automatic generation of layered queuing software performance models from commonly available traces
Proceedings of the 5th international workshop on Software and performance
Bandwidth and Latency Model for DHT Based Peer-to-Peer Networks under Variable Churn
ICW '05 Proceedings of the 2005 Systems Communications
Performance modelling of distributed e-business applications using Queuing Petri Nets
ISPASS '03 Proceedings of the 2003 IEEE International Symposium on Performance Analysis of Systems and Software
Efficient Performance Models in Component-Based Software Engineering
EUROMICRO '06 Proceedings of the 32nd EUROMICRO Conference on Software Engineering and Advanced Applications
Dynamic estimation of CPU demand of web traffic
valuetools '06 Proceedings of the 1st international conference on Performance evaluation methodolgies and tools
Performance Modeling and Evaluation of Distributed Component-Based Systems Using Queueing Petri Nets
IEEE Transactions on Software Engineering
CPU demand for web serving: Measurement analysis and dynamic estimation
Performance Evaluation
Performance Model Estimation and Tracking Using Optimal Filters
IEEE Transactions on Software Engineering
The Palladio component model for model-driven performance prediction
Journal of Systems and Software
Autonomic QoS control in enterprise Grid environments using online simulation
Journal of Systems and Software
Automated extraction of palladio component models from running enterprise Java applications
Proceedings of the Fourth International ICST Conference on Performance Evaluation Methodologies and Tools
Resource demand modeling for multi-tier services
Proceedings of the first joint WOSP/SIPEW international conference on Performance engineering
Towards Self-Aware Performance and Resource Management in Modern Service-Oriented Systems
SCC '10 Proceedings of the 2010 IEEE International Conference on Services Computing
Engineering of self-aware IT systems and services: state-of-the-art and research challenges
EPEW'11 Proceedings of the 8th European conference on Computer Performance Engineering
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
Proceedings of the 4th ACM/SPEC International Conference on Performance Engineering
Proceedings of the 2013 ACM SIGPLAN international conference on Object oriented programming systems languages & applications
A framework for high performance simulation of transactional data grid platforms
Proceedings of the 6th International ICST Conference on Simulation Tools and Techniques
Performance modeling and analysis of message-oriented event-driven systems
Software and Systems Modeling (SoSyM)
Modelling Search Engines Performance Using Coloured Petri Nets
Fundamenta Informaticae - Application and Theory of Petri Nets and Concurrency, 2012
Hi-index | 0.00 |
Enterprise data fabrics are gaining increasing attention in many industry domains including financial services, telecommunications, transportation and health care. Providing a distributed, operational data platform sitting between application infrastructures and back-end data sources, enterprise data fabrics are designed for high performance and scalability. However, given the dynamics of modern applications, system sizing and capacity planning need to be done continuously during operation to ensure adequate quality-of-service and efficient resource utilization. While most products are shipped with performance monitoring and analysis tools, such tools are typically focused on low-level profiling and they lack support for performance prediction and capacity planning. In this paper, we present a novel case study of a representative enterprise data fabric, the Gem-Fire EDF, presenting a simulation-based tool that we have developed for automated performance prediction and capacity planning. The tool, called Jewel, automates resource demand estimation, performance model generation, performance model analysis and results processing. We present an experimental evaluation of the tool demonstrating its effectiveness and practical applicability.