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.
Year
DOI
Venue
2014
10.1007/978-3-319-09940-8_18
Lecture Notes in Computer Science
Keywords
Field
DocType
software engineering,programming
Information technology,Computer science,Queueing network models,Capacity management,Quality of service,Real-time computing,Software,Local search (optimization),Web application,Database transaction
Conference
Volume
ISSN
Citations 
8636
0302-9743
1
PageRank 
References 
Authors
0.35
6
4
Name
Order
Citations
PageRank
Shadi Ghaith1383.55
Miao Wang210718.49
Philip Perry335329.95
John Murphy459752.43