@inproceedings{70fbb7ba15a24741aa8481795ef4b5d0,
title = "Quality of service for financial modeling and prediction as a service",
abstract = "This paper describes our proposal for Quality of Service (QoS) for Financial Modeling and Prediction as a Service (FMPaaS), since a majority of papers does not focus on SaaS level. We focus on two factors for delivering successful QoS, which are performance and accuracy for FMPaaS. The design process, theories and models behind the FMPaaS service have been explained. To support our FMPaaS service, two APIs have been developed to improve on performance and accuracy. Two major experiments have been illustrated and results show that each API processing can be completed in 2.12 seconds and 100,000 simulations can be completed in an acceptable period of time. Accuracy tests have been performed while using Facebook as an example. Three points of comparisons between actual and predicted prices have been undertaken. Results support accuracy since results are between 93.72% and 99.63%.",
author = "Victor Chang and Muthu Ramachandran",
year = "2015",
month = jan,
day = "1",
language = "English",
series = "Proceedings of ESaaSA 2015 - 2nd International Workshop on Emerging Software as a Service and Analytics, In conjuction with the 5th International Conference on Cloud Computing and Services Science - CLOSER 2015",
publisher = "SciTePress",
pages = "5--15",
editor = "Victor Chang and Verena Kantere and Robert Walters and Chung-Sheng Li and Gary Wills and Muthu Ramachandran",
booktitle = "Proceedings of ESaaSA 2015 - 2nd International Workshop on Emerging Software as a Service and Analytics, In conjunction with the 5th International Conference on Cloud Computing and Services Science - CLOSER 2015",
note = "2nd International Workshop on Emerging Software as a Service and Analytics, ESaaSA 2015 - In conjuction with the 5th International Conference on Cloud Computing and Services Science - CLOSER 2015 ; Conference date: 20-05-2015 Through 22-05-2015",
}