DocumentCode
3123413
Title
Event Stream Processing with Out-of-Order Data Arrival
Author
Li, Ming ; Liu, Mo ; Ding, Luping ; Rundensteiner, Elke A. ; Mani, Murali
Author_Institution
Worcester Polytech. Inst., Worcester
fYear
2007
fDate
22-29 June 2007
Firstpage
67
Lastpage
67
Abstract
Complex event processing has become increasingly important in modern applications, ranging from supply chain management for RFID tracking to real-time intrusion detection. The goal is to extract patterns from such event streams in order to make informed decisions in real-time. However, networking latencies and even machine failure may cause events to arrive out-of-order at the event stream processing engine. In this work, we address the problem of processing event pattern queries specified over event streams that may contain out-of-order data. First, we analyze the problems state-of-the-art event stream processing technology would experience when faced with out-of-order data arrival. We then propose a new solution of physical implementation strategies for the core stream algebra operators such as sequence scan and pattern construction, including stack- based data structures and associated purge algorithms. Optimizations for sequence scan and construction as well as state purging to minimize CPU cost and memory consumption are also introduced. Lastly, we conduct an experimental study demonstrating the effectiveness of our approach.
Keywords
algebra; data handling; distributed processing; mathematical operators; RFID tracking; core stream algebra operators; distributed computing environment; even machine failure; event pattern queries; event stream processing; out-of-order data arrival; real-time intrusion detection; supply chain management; Algebra; Data analysis; Data mining; Delay; Engines; Face; Intrusion detection; Out of order; Radiofrequency identification; Supply chain management;
fLanguage
English
Publisher
ieee
Conference_Titel
Distributed Computing Systems Workshops, 2007. ICDCSW '07. 27th International Conference on
Conference_Location
Toronto, Ont.
ISSN
1545-0678
Print_ISBN
0-7695-2838-4
Electronic_ISBN
1545-0678
Type
conf
DOI
10.1109/ICDCSW.2007.35
Filename
4279071
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