標題: A Queuing-based Analytical Model for Complex Event Processing on Stream Platform
A Queuing-based Analytical Model for Complex Event Processing on Stream Platform
作者: 蔣誌峰
Jiang, Zhi-Feng
王蒞君
林寶樹
Wang, Li-Chun
Lin, Bao-Shuh
資訊科學與工程研究所
關鍵字: 流資料;複雜事件處理;服務質量;Streaming data;Complex event processing;Quality of service
公開日期: 2013
摘要: In recent years, streaming data are everywhere. For example, many sensors in mobile devices produce various kinds of massive data. These data are streaming type. Some important implicit information is hidden in streaming data. To process streaming data, we need a data-driven system to which the inputs are streaming data instead of queries. Complex event processing(CEP) is related to data-driven services. CEP can analyze streaming data from different resources to identify the special event and respond to the event. According to these streaming data, lots of real-time services are needed to satisfy different Quality of Service(QoS) requirements. In this thesis, we introduce a queuing model on CEP application for different QoS requirements. Based on our model, the computing resources can be more effectively and flexibly allocated for various computing environments.
In recent years, streaming data are everywhere. For example, many sensors in mobile devices produce various kinds of massive data. These data are streaming type. Some important implicit information is hidden in streaming data. To process streaming data, we need a data-driven system to which the inputs are streaming data instead of queries. Complex event processing(CEP) is related to data-driven services. CEP can analyze streaming data from different resources to identify the special event and respond to the event. According to these streaming data, lots of real-time services are needed to satisfy different Quality of Service(QoS) requirements. In this thesis, we introduce a queuing model on CEP application for different QoS requirements. Based on our model, the computing resources can be more effectively and flexibly allocated for various computing environments.
URI: http://140.113.39.130/cdrfb3/record/nctu/#GT070156077
http://hdl.handle.net/11536/75488
Appears in Collections:Thesis