TY - GEN
T1 - Dynamic prediction on an e-health application based on varying scalability parameters
AU - Giogourtsoglou, Avraam
AU - Themistocleous, Marinos
AU - Kyriazis, Dimosthenis
N1 - Publisher Copyright:
© Proceedings of the 12th European, Mediterranean and Middle Eastern Conference on Information Systems, EMCIS 2015. All rights reserved.
PY - 2015
Y1 - 2015
N2 - This paper focuses on the creation of a model for dynamic resource prediction. This is achieved by analysing the behaviour of a service, which is installed in cloud computing infrastructures. As a result, we aim to create a service performance prediction model. Based on this model, we expect that the performance of a service can be predicted, when the values of parameters that influence it are changing. Thus, specifying the desired performance of a service and the changes depending on the parameters, one can increase or decrease the resources used. We used a representative case study of an e-health application that has been developed in PINCLOUD project.
AB - This paper focuses on the creation of a model for dynamic resource prediction. This is achieved by analysing the behaviour of a service, which is installed in cloud computing infrastructures. As a result, we aim to create a service performance prediction model. Based on this model, we expect that the performance of a service can be predicted, when the values of parameters that influence it are changing. Thus, specifying the desired performance of a service and the changes depending on the parameters, one can increase or decrease the resources used. We used a representative case study of an e-health application that has been developed in PINCLOUD project.
KW - Cloud computing
KW - Cloud services
KW - Performance
KW - Prediction
KW - Prediction model
KW - Resource elasticity
UR - https://www.scopus.com/pages/publications/85084023823
M3 - Conference contribution
AN - SCOPUS:85084023823
T3 - Proceedings of the 12th European, Mediterranean and Middle Eastern Conference on Information Systems, EMCIS 2015
BT - Proceedings of the 12th European, Mediterranean and Middle Eastern Conference on Information Systems, EMCIS 2015
A2 - Lambrinoudakis, Kostantinos
A2 - Morabito, Vincenzo
A2 - Themistocleous, Marinos
PB - European and Mediterranean Conference on Information Systems
T2 - 12th European, Mediterranean and Middle Eastern Conference on Information Systems, EMCIS 2015
Y2 - 1 June 2015 through 2 June 2015
ER -