@inproceedings{53a42cff06ac4b2281062340141d5b0f,
title = "Transaction profile estimation of queueing network models for IT systems using a search-based technique",
abstract = "The software and hardware systems required to deliver modern Web based services are becoming increasingly complex. Management and evolution of the systems requires periodic analysis of performance and capacity to maintain quality of service and maximise efficient use of resources. In this work we present a method that uses a repeated local search technique to improve the accuracy of modelling such systems while also reducing the complexity and time required to perform this task. The accuracy of the model derived from the search-based approach is validated by extrapolating the performance to multiple load levels which enables system capacity and performance to be planned and managed more efficiently.",
author = "Shadi Ghaith and Miao Wang and Philip Perry and John Murphy",
year = "2014",
month = jan,
day = "1",
doi = "doi.org/10.1007/978-3-319-09940-8_18",
language = "English",
isbn = "978-3-319-09939-2",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Cham",
pages = "234--239",
booktitle = "Search-Based Software Engineering - 6th International Symposium, SSBSE 2014, Proceedings",
note = "6th International Symposium on Search-Based Software Engineering, SSBSE 2014 ; Conference date: 26-08-2014 Through 29-08-2014",
}