A Survey on Event Processing for CPS

Cyber-Physical System (CPS) is an important research area which promotes the progress of IT revolution and digital life in the 21st century. As a vital element in CPS, event plays an important role in transforming physical data into our semantic model. Therefore, the event processing scheme is of importance to guarantee the usability of the CPS. In this survey, we at first represent the notion, characteristics and research significance of the events in CPS. Then, we summarize event processing techniques under the context of CPS and its related research fields separately, with pointing out the deficiencies of existing technologies when to support CPS applications. Finally, we discuss the challenges of event processing in CPS as well as its future research directions.

[1]  Xiang Li,et al.  A Flexible Event-Condition-Action (ECA) Rule Processing Mechanism based on a Dynamically Reconfigurable Structure , 2009, ICEIS.

[2]  Ramesh C. Jain,et al.  Design and Implementation of a Middleware for Sentient Spaces , 2007, 2007 IEEE Intelligence and Security Informatics.

[3]  Shikun Zhang,et al.  Formal Definition and Detection Algorithm for Passive Event in RFID Middleware , 2009, APWeb/WAIM.

[4]  Chetan Gupta,et al.  High-performance nested CEP query processing over event streams , 2011, 2011 IEEE 27th International Conference on Data Engineering.

[5]  Nasser Yazdani,et al.  A Distributed Clustering Algorithm for Fault-Tolerant Event Region Detection in Wireless Sensor Networks , 2007, ISPA Workshops.

[6]  I.F. Akyildiz,et al.  Spatial correlation-based collaborative medium access control in wireless sensor networks , 2006, IEEE/ACM Transactions on Networking.

[7]  Edward A. Lee Cyber Physical Systems: Design Challenges , 2008, 2008 11th IEEE International Symposium on Object and Component-Oriented Real-Time Distributed Computing (ISORC).

[8]  Vihang Garg,et al.  ESTREAM: AN INTEGRATION OF EVENT AND STREAM PROCESSING , 2007 .

[9]  Yanlei Diao,et al.  SASE: Complex Event Processing over Streams (Demo) , 2007, CIDR.

[10]  Yunhao Liu,et al.  Iso-Map: Energy-Efficient Contour Mapping in Wireless Sensor Networks , 2007, 27th International Conference on Distributed Computing Systems (ICDCS '07).

[11]  Carolyn L. Talcott,et al.  Cyber-Physical Systems and Events , 2008, Software-Intensive Systems and New Computing Paradigms.

[12]  Zhang Tiancheng RFID complex event processing techniques , 2007 .

[13]  Yenumula B. Reddy,et al.  Cyber-Physical Systems: Survey , 2014 .

[14]  Yang Li,et al.  Cascadia: A System for Specifying, Detecting, and Managing RFID Events , 2008, MobiSys '08.

[15]  Johannes Gehrke,et al.  Cayuga: A General Purpose Event Monitoring System , 2007, CIDR.

[16]  Jörg Widmer,et al.  Challenges and new approaches for efficient data gathering and dissemination in pervasive wireless networks , 2006, InterSense '06.

[17]  Chetan Gupta,et al.  E-Cube: multi-dimensional event sequence analysis using hierarchical pattern query sharing , 2011, SIGMOD '11.

[18]  Yunhao Liu,et al.  Contour map matching for event detection in sensor networks , 2006, SIGMOD Conference.

[19]  Hanpin Wang,et al.  A Formal Descriptive Language and an Automated Detection Method for Complex Events in RFID , 2009, 2009 33rd Annual IEEE International Computer Software and Applications Conference.

[20]  Weixiong Zhang,et al.  Distributed stochastic search and distributed breakout: properties, comparison and applications to constraint optimization problems in sensor networks , 2005, Artif. Intell..

[21]  Frederick Reiss,et al.  HiFi: A Unified Architecture for High Fan-in Systems , 2004, VLDB.

[22]  Yizhou Sun,et al.  Multidimensional Analysis of Atypical Events in Cyber-Physical Data , 2012, 2012 IEEE 28th International Conference on Data Engineering.

[23]  Elke A. Rundensteiner,et al.  Active complex event processing , 2010, Proc. VLDB Endow..