Stream reasoning: A survey and outlook: A summary of ten years of research and a vision for the next decade

D Dell'Aglio, E Della Valle, F van Harmelen… - Data …, 2017 - journals.sagepub.com
Stream reasoning studies the application of inference techniques to data characterised by
being highly dynamic. It can find application in several settings, from Smart Cities to Industry …

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 …

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 …

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 …

SCREEN: stream data cleaning under speed constraints

S Song, A Zhang, J Wang, PS Yu - Proceedings of the 2015 ACM …, 2015 - dl.acm.org
Stream data are often dirty, for example, owing to unreliable sensor reading, or erroneous
extraction of stock prices. Most stream data cleaning approaches employ a smoothing filter …

Recognizing patterns in streams with imprecise timestamps

H Zhang, Y Diao, N Immerman - Proceedings of the VLDB Endowment, 2010 - dl.acm.org
Large-scale event systems are becoming increasingly popular in a variety of domains. Event
pattern evaluation plays a key role in monitoring applications in these domains. Existing …

Multimodal event processing: A neural-symbolic paradigm for the internet of multimedia things

E Curry, D Salwala, P Dhingra… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
With the Internet of Multimedia Things (IoMT) becoming a reality, new approaches are
needed to process real-time multimodal event streams. Existing approaches to event …

Tpstream: low-latency and high-throughput temporal pattern matching on event streams

M Körber, N Glombiewski, A Morgen… - Distributed and Parallel …, 2021 - Springer
Sequential pattern matching to detect a user-defined sequence of conditions on event
streams is a key feature in modern event processing systems. However, the sequential …

E-cube: multi-dimensional event sequence analysis using hierarchical pattern query sharing

M Liu, E Rundensteiner, K Greenfield, C Gupta… - Proceedings of the …, 2011 - dl.acm.org
Many modern applications, including online financial feeds, tag-based mass transit systems
and RFID-based supply chain management systems transmit real-time data streams. There …

Active complex event processing over event streams

D Wang, EA Rundensteiner, RT Ellison III - Proceedings of the VLDB …, 2011 - dl.acm.org
State-of-the-art Complex Event Processing technology (CEP), while effective for pattern
query execution, is limited in its capability of reacting to opportunities and risks detected by …