@inproceedings{ea0c4f2aa64b4ccf99340a4456fe22b7,
title = "Efficiency-Aware Workload Optimizations of Heterogeneous Cloud Computing for Capacity Planning in Financial Industry",
abstract = "The broad implementation of cloud computing has brought a dramatic change to multiple industries, which derives from the development of the Internet-related technologies. This trend has enabled global enterprises to apply distributed computing techniques to reach many benefits. An effective risk management approach is required for service deliveries and a capacity planning is considered one of the convincing methods for financial industry. However, executing a capacity planning is still encountering a great challenge from bottlenecks of the Web server capacities. The unstable service demands often result in service delays, which embarrasses the competitivenesses of the enterprises. This paper addresses this issue and proposes an approach, named Efficiency-aware Cloud-based Workload Optimization (ECWO) Model, using greedy programming to predict server workloads of heterogeneous cloud computing in financial industry. The main algorithms used in the proposed model are Task Mapping Algorithm (TMA) and Efficiency-Aware Task Assignment (EATA) Algorithm. Our experimental evaluations have examined the performance of the proposed scheme.",
keywords = "Workload prediction, capacity planning, financial industry, heterogeneous clouds, mobile cloud computing",
author = "Keke Gai and Zhihua Du and Meikang Qiu and Hui Zhao",
note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 2nd IEEE International Conference on Cyber Security and Cloud Computing, CSCloud 2015 ; Conference date: 03-11-2015 Through 05-11-2015",
year = "2016",
month = jan,
day = "4",
doi = "10.1109/CSCloud.2015.73",
language = "English",
series = "Proceedings - 2nd IEEE International Conference on Cyber Security and Cloud Computing, CSCloud 2015 - IEEE International Symposium of Smart Cloud, IEEE SSC 2015",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "1--6",
editor = "Tao Zhang and Das, {Sajal K.} and Tao Zhang and Meikang Qiu",
booktitle = "Proceedings - 2nd IEEE International Conference on Cyber Security and Cloud Computing, CSCloud 2015 - IEEE International Symposium of Smart Cloud, IEEE SSC 2015",
address = "United States",
}