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Recent advancements in event processing
M Dayarathna, S Perera - ACM Computing Surveys (CSUR), 2018 - dl.acm.org
Event processing (EP) is a data processing technology that conducts online processing of
event information. In this survey, we summarize the latest cutting-edge work done on EP …
event information. In this survey, we summarize the latest cutting-edge work done on EP …
Issues in complex event processing: Status and prospects in the big data era
Abstract Many Big Data technologies were built to enable the processing of human
generated data, setting aside the enormous amount of data generated from Machine-to …
generated data, setting aside the enormous amount of data generated from Machine-to …
Complex event recognition in the big data era: a survey
The concept of event processing is established as a generic computational paradigm in
various application fields. Events report on state changes of a system and its environment …
various application fields. Events report on state changes of a system and its environment …
Predictive analytics for complex IoT data streams
The requirements of analyzing heterogeneous data streams and detecting complex patterns
in near real-time have raised the prospect of complex event processing (CEP) for many …
in near real-time have raised the prospect of complex event processing (CEP) for many …
On complexity and optimization of expensive queries in complex event processing
Pattern queries are widely used in complex event processing (CEP) systems. Existing
pattern matching techniques, however, can provide only limited performance for expensive …
pattern matching techniques, however, can provide only limited performance for expensive …
TESLA: a formally defined event specification language
The need for timely processing large amounts of information, flowing from the peripheral to
the center of a system, is common to different application domains, and it has justified the …
the center of a system, is common to different application domains, and it has justified the …
A survey of challenges for runtime verification from advanced application domains (beyond software)
Runtime verification is an area of formal methods that studies the dynamic analysis of
execution traces against formal specifications. Typically, the two main activities in runtime …
execution traces against formal specifications. Typically, the two main activities in runtime …
Streaming the web: Reasoning over dynamic data
In the last few years a new research area, called stream reasoning, emerged to bridge the
gap between reasoning and stream processing. While current reasoning approaches are …
gap between reasoning and stream processing. While current reasoning approaches are …
Complex event processing with T-REX
Several application domains involve detecting complex situations and reacting to them. This
asks for a Complex Event Processing (CEP) middleware specifically designed to timely …
asks for a Complex Event Processing (CEP) middleware specifically designed to timely …
Learning from the past: automated rule generation for complex event processing
Complex Event Processing (CEP) systems aim at processing large flows of events to
discover situations of interest. In CEP, the processing takes place according to user-defined …
discover situations of interest. In CEP, the processing takes place according to user-defined …