A methodology for workload characterization of E-commerce sites
Proceedings of the 1st ACM conference on Electronic commerce
Workload Characterization: Motivation, Goals and Methodology
WWC '98 Proceedings of the Workload Characterization: Methodology and Case Studies
Workflow mining: a survey of issues and approaches
Data & Knowledge Engineering
Exploiting nonstationarity for performance prediction
Proceedings of the 2nd ACM SIGOPS/EuroSys European Conference on Computer Systems 2007
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
An Automatic and Scalable Testing Tool for Workflow Systems
GPC-WORKSHOPS '08 Proceedings of the 2008 The 3rd International Conference on Grid and Pervasive Computing - Workshops
Oracle real application testing
Proceedings of the 1st international workshop on Testing database systems
A Configurable Web Service Performance Testing Framework
HPCC '08 Proceedings of the 2008 10th IEEE International Conference on High Performance Computing and Communications
Mining invisible tasks from event logs
APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
Mining and modeling database user access patterns
ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
A configurable benchmark test management framework
Proceedings of the First Asia-Pacific Symposium on Internetware
Mining process models with prime invisible tasks
Data & Knowledge Engineering
On predictive modeling for optimizing transaction execution in parallel OLTP systems
Proceedings of the VLDB Endowment
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Transaction relationships are usually ignored in current OLTP workload modeling and benchmark test system implementation. In this paper, two workflow driven models for real system workloads are proposed, one using Markov process, and the other Petri-net. Algorithms are also provided to keep the consistence between high-level semantic (workflow) and low level transaction mixing ratio in OLTP performance benchmarks. The experimental results have validated our approach.