Posted on November 28th, 2008 by Tim Bass
Detection experts understand that the optimal detection design and architecture is generally a combination of both signature and anomaly detection engines. In event processing, signature detection involves the real-time pattern matching analysis of events. A core advantage of signature detection is that basic pattern matching models are easy to understand and develop [...]
Filed under: Advanced Event Processing, Analytics, Artificial Intelligence, Business Optimization, CEP Terminology, Complex Event Processing, Cybersecurity, Detection Theory, Event Processing, Event Processing Modelling, False Positives and Negatives, Modelling and Simulation, Performance, Process Optimization, Situation Models, Systems Engineering, Threats and Vulnerabilities | No Comments »
Posted on November 3rd, 2008 by Tim Bass
For archiving purposes, I have uploaded 24 public CEP presentations that I presented over an 18 month period at various conferences from March 14, 2006 to September 21, 2007. These presentations can be viewed here. For example, my first public CEP presentation:
View SlideShare presentation or Upload your own. (tags: event processing)
So far, I have placed [...]
Filed under: Adapters, Advanced Event Processing, Agents, Analytics, Artificial Intelligence, Asia Pacific, Blackboard Architecture, Business Activity Monitoring, Business Event Processing, Business Events, Business Optimization, Business Process Management, Business Rules, CEP News and Events, CEP Terminology, CEP Tutorials, Cloud Computing, Complex Event, Complex Event Processing, Consulting, Cybersecurity, Detection Theory, Development and Evaluation, EAI ESB & SOA, EDA, EPRAWG, EPTS, Education and Training, Event Cloud, Event Processing, Event Processing Language, Event Processing Technical Society, Event Stream Processing, Event-Driven Architecture, False Positives and Negatives, Financial Services, Fraud Detection, Intrusion Detection, Message-Oriented Middleware, Modelling and Simulation, POSETS, Predictive Business, Process Optimization, Reference Architecture, Risk Management, Scheduling, Security Event Management, Sensor Fusion, Simple Event Processing, Situation Models, Standards, Systems Engineering, TIBCO, Threats and Vulnerabilities, Use Cases | 2 Comments »
Posted on October 11th, 2008 by Tim Bass
This is a continuation of The Genesis of Complex Event Processing: Asymmetric Capabilities and CEP, Event Noise and Asymmetric Event Processing where I have been discussing the motivation behind CEP and adaptive analytics in cyberspace.
Around the same time that Professor Luckham and his team was working on CEP applications in network management and security management, [...]
Filed under: Advanced Event Processing, Agents, Analytics, Artificial Intelligence, Blackboard Architecture, CEP News and Events, CEP Terminology, CEP Tutorials, Complex Event, Complex Event Processing, Consulting, Cybersecurity, Detection Theory, Event Cloud, Event Processing, Event Stream Processing, Intrusion Detection, Security Event Management, Sensor Fusion, Systems Engineering, Use Cases | 17 Comments »
Posted on October 2nd, 2008 by Tim Bass
In The Genesis of Complex Event Processing: Asymmetric Capabilities I introduced the abstract concept of “asymmetric processing capabilities” to describe the foundations of complex event processing. If you take a few moments to review the first CEP projects from Stanford University, you will see that the application of CEP was toward solving myriad asymmetric event [...]
Filed under: Advanced Event Processing, Analytics, CEP News and Events, CEP Terminology, CEP Tutorials, Complex Event, Complex Event Processing, Cybersecurity, Detection Theory, Event Cloud, Event Processing, Event Processing Modelling, Security Event Management, Sensor Fusion, Simple Event Processing, Systems Engineering, Threats and Vulnerabilities, Use Cases | No Comments »
Posted on September 21st, 2008 by Tim Bass
Reference:
Probabilistic Complex Event Triggering by Daisy Zhe Wang, Eirinaios Michelakis, and Liviu Tancau, Computer Science Division, University of California at Berkeley, Berkeley CA 94720, USA.
Abstract. Recently, wireless sensor devices have been widely deployed in various application settings (including environmental research, control systems, etc.). Because of the inherent unreliability of sensor readings, any kind of reasoning [...]
Filed under: Advanced Event Processing, Analytics, CEP News and Events, CEP Terminology, CEP Tutorials, Complex Event, Complex Event Processing, Detection Theory, Event Cloud, Event Processing, Event Processing Language, Event Stream Processing, Modelling and Simulation, Sensor Fusion, Systems Engineering, Use Cases | No Comments »
Posted on September 8th, 2008 by Tim Bass
Today I will discuss a general approach to model air traffic control (ATC) using our CEP/EP reference architecture which is an application of the mature JDL multisensor data fusion model.
ATC is an excellent working example of complex event processing. Radar and GPS provide the basic sensory information to accurately track and trace the position of each aircraft in [...]
Filed under: Advanced Event Processing, Agents, Analytics, Business Optimization, Business Process Management, CEP Terminology, CEP Tutorials, Complex Event, Complex Event Processing, Detection Theory, Event Processing, Key Indicators, Modelling and Simulation, Process Optimization, Reference Architecture, Risk Management, Scheduling, Sensor Fusion, Situation Models, Systems Engineering, Threats and Vulnerabilities, Use Cases | 2 Comments »
Posted on September 7th, 2008 by Tim Bass
The other day I was thinking that I should write about specific situation models and by coincident Marc Adler pens CEP and Shoplifting. In Marc’s post, Marc begins to model shoplifting as if shoplifting is “market data,” with Level 1 to Level 4 shoplifting “quotes” - the natural approach for a brilliant guy from Citi. In [...]
Filed under: Advanced Event Processing, Analytics, Artificial Intelligence, CEP News and Events, CEP Terminology, CEP Tutorials, Complex Event, Complex Event Processing, Detection Theory, Event Processing, Event Processing Modelling, Modelling and Simulation, Risk Management, Sensor Fusion, Situation Models, Systems Engineering, Use Cases | 11 Comments »
Posted on September 4th, 2008 by Tim Bass
Interestingly, CEP is Not BPM, BAM, BRE, BRMS or SOA stimulated many great comments and the rebuttal Smart Order Routing and CEP - Made for Each Other. James Taylor responded with Business rules, decisions and events. I followed up with CEP is Not Low Latency Messaging, EAI or ESB and James replied in turn with Still More on Event Processing. It’s [...]
Filed under: Analytics, CEP Terminology, CEP Tutorials, Complex Event, Complex Event Processing, Detection Theory, EAI ESB & SOA, Event Processing, Event Processing Language, Event Stream Processing, Message-Oriented Middleware, Use Cases | 2 Comments »
Posted on August 27th, 2008 by Tim Bass
A post in Technology content of current CEP products? reminds me of why I rarely, if ever, agree with anything that comes out of Aleri’s marketing team. To fair to Jeff, it is not only Aleri but others, who continually misdefine business process management (BPM) as CEP.
Jeff uses the example, “Smart Order Routing” as an example of [...]
Filed under: Analytics, Business Activity Monitoring, Business Event Processing, Business Events, Business Process Management, Business Rules, CEP Terminology, Complex Event, Complex Event Processing, Cyber-Trading Technologies, Cybersecurity, Detection Theory, EAI ESB & SOA, EDA, EPTS, Event Processing, Event-Driven Architecture, Financial Services, Fraud Detection, Simple Event Processing, Situation Models, TIBCO, Threats and Vulnerabilities, Use Cases | 24 Comments »
Posted on August 16th, 2008 by Tim Bass
Sometimes we read some opinions about CEP where folks opine that ”complex event processing” is really about processing “complex events” and not about “complex” “event processing”. The truth be told, processing “complex events” requires “complex” “event processing” so there is really no difference between the two ways of expressing CEP.
You can not process complex events in some [...]
Filed under: Advanced Event Processing, Analytics, CEP Terminology, CEP Tutorials, Complex Event, Complex Event Processing, Detection Theory, Event Processing, Event Processing Modelling, Event Stream Processing, False Positives and Negatives, Modelling and Simulation, Simple Event Processing, Situation Models | 14 Comments »
