Communications of the ACM - Supporting community and building social capital
An Infrastructure of Stream Data Mining, Fusion and Management for Monitored Patients
CBMS '06 Proceedings of the 19th IEEE Symposium on Computer-Based Medical Systems
Journey to Data Quality
Cayuga: a high-performance event processing engine
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
Towards a streaming SQL standard
Proceedings of the VLDB Endowment
ACM Computing Surveys (CSUR)
ZStream: a cost-based query processor for adaptively detecting composite events
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
Distributed complex event processing with query rewriting
Proceedings of the Third ACM International Conference on Distributed Event-Based Systems
Adaptive system anomaly prediction for large-scale hosting infrastructures
Proceedings of the 29th ACM SIGACT-SIGOPS symposium on Principles of distributed computing
StreamCloud: A Large Scale Data Streaming System
ICDCS '10 Proceedings of the 2010 IEEE 30th International Conference on Distributed Computing Systems
Data Stream Management
SECRET: a model for analysis of the execution semantics of stream processing systems
Proceedings of the VLDB Endowment
Complex event detection at wire speed with FPGAs
Proceedings of the VLDB Endowment
Active complex event processing: applications in real-time health care
Proceedings of the VLDB Endowment
Update rewriting and integrity constraint maintenance in a schema evolution support system: PRISM++
Proceedings of the VLDB Endowment
Towards an inexact semantic complex event processing framework
Proceedings of the 5th ACM international conference on Distributed event-based system
Event processing and real-time monitoring over streaming traffic data
W2GIS'12 Proceedings of the 11th international conference on Web and Wireless Geographical Information Systems
Knowledge-based processing of complex stock market events
Proceedings of the 15th International Conference on Extending Database Technology
Odysseus: a highly customizable framework for creating efficient event stream management systems
Proceedings of the 6th ACM International Conference on Distributed Event-Based Systems
Efficient bulk updates on multiversion B-trees
Proceedings of the VLDB Endowment
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During the last decade, complex event processing (CEP) has emerged as a technological foundation for many time-critical monitoring applications. CEP is powerful, effective, easy to use and low in costs at the same time. Common CEP applications are for example stock-market analysis, detection of fraudulent credit card use, traffic monitoring and consumption forecasting in power grids. Many application domains are still hard to target by CEP, because state of the art CEP technology is characterized by a static behavior and by a signature-based detection paradigm. In this paper, we motivate substantial improvements of CEP technology by making the behavior of the infrastructure dynamic and by switching the detection paradigm from signatures to anomalies. This leads to multiple changes in the infrastructure that raise interesting and challenging research questions. The resulting dynamic CEP infrastructure not only makes existing applications more powerful and easier to maintain but also enables novel application domains.