Processing flows of information: From data stream to complex event processing

G Cugola, A Margara - ACM Computing Surveys (CSUR), 2012 - dl.acm.org
A large number of distributed applications requires continuous and timely processing of
information as it flows from the periphery to the center of the system. Examples include …

A comprehensive survey on parallelization and elasticity in stream processing

H Röger, R Mayer - ACM Computing Surveys (CSUR), 2019 - dl.acm.org
Stream Processing (SP) has evolved as the leading paradigm to process and gain value
from the high volume of streaming data produced, eg, in the domain of the Internet of Things …

Complex event recognition in the big data era: a survey

N Giatrakos, E Alevizos, A Artikis, A Deligiannakis… - The VLDB Journal, 2020 - Springer
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 …

On complexity and optimization of expensive queries in complex event processing

H Zhang, Y Diao, N Immerman - Proceedings of the 2014 ACM SIGMOD …, 2014 - dl.acm.org
Pattern queries are widely used in complex event processing (CEP) systems. Existing
pattern matching techniques, however, can provide only limited performance for expensive …

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 …

Online event recognition from moving vessel trajectories

K Patroumpas, E Alevizos, A Artikis, M Vodas… - GeoInformatica, 2017 - Springer
We present a system for online monitoring of maritime activity over streaming positions from
numerous vessels sailing at sea. The system employs an online tracking module for …

Streaming the web: Reasoning over dynamic data

A Margara, J Urbani, F Van Harmelen, H Bal - Journal of Web Semantics, 2014 - Elsevier
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 …

An event calculus for event recognition

A Artikis, M Sergot, G Paliouras - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Systems for symbolic event recognition accept as input a stream of time-stamped events
from sensors and other computational devices, and seek to identify high-level composite …

Complex event processing with T-REX

G Cugola, A Margara - Journal of Systems and Software, 2012 - Elsevier
Several application domains involve detecting complex situations and reacting to them. This
asks for a Complex Event Processing (CEP) middleware specifically designed to timely …

Mining alarm clusters to improve alarm handling efficiency

K Julisch - Seventeenth Annual Computer Security Applications …, 2001 - ieeexplore.ieee.org
It is a well-known problem that intrusion detection systems overload their human operators
by triggering thousands of alarms per day. As a matter of fact, IBM Research's Zurich …