Knowledge-infused and consistent Complex Event Processing over real-time and persistent streams

Q Zhou, Y Simmhan, V Prasanna - Future Generation Computer Systems, 2017 - Elsevier
Emerging applications in Internet of Things (IoT) and Cyber–Physical Systems (CPS)
present novel challenges to Big Data platforms for performing online analytics. Ubiquitous …

Issues in complex event processing: Status and prospects in the big data era

I Flouris, N Giatrakos, A Deligiannakis… - Journal of Systems and …, 2017 - Elsevier
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 …

A visual programming framework for distributed Internet of Things centric complex event processing

MO Gökalp, A Koçyiğit, PE Eren - Computers & Electrical Engineering, 2019 - Elsevier
Abstract Complex Event Processing (CEP) is a promising approach for real-time processing
of big-data streams originating from Internet of Things (IoT) devices. Even though scalability …

Load shedding for complex event processing: Input-based and state-based techniques

B Zhao, NQV Hung, M Weidlich - 2020 IEEE 36th International …, 2020 - ieeexplore.ieee.org
Complex event processing (CEP) systems that evaluate queries over streams of events may
face unpredictable input rates and query selectivities. During short peak times, exhaustive …

Eires: Efficient integration of remote data in event stream processing

B Zhao, H Van Der Aa, TT Nguyen… - Proceedings of the …, 2021 - dl.acm.org
To support reactive and predictive applications, complex event processing (CEP) systems
detect patterns in event streams based on predefined queries. To determine the events that …

Complex event processing

A Buchmann, B Koldehofe - 2009 - degruyter.com
Complex Event Processing (CEP) has evolved into the paradigm of choice for the
development of monitoring and reactive applications. It also has a strong impact on future …

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 …

Streaming MASSIF: cascading reasoning for efficient processing of iot data streams

P Bonte, R Tommasini, E Della Valle, F De Turck… - Sensors, 2018 - mdpi.com
In the Internet of Things (IoT), multiple sensors and devices are generating heterogeneous
streams of data. To perform meaningful analysis over multiple of these streams, stream …

A formal framework for complex event processing

A Grez, C Riveros, M Ugarte - 22nd International Conference on …, 2019 - drops.dagstuhl.de
Abstract Complex Event Processing (CEP) has emerged as the unifying field for
technologies that require processing and correlating distributed data sources in real-time …

Predictive analytics for complex IoT data streams

A Akbar, A Khan, F Carrez… - IEEE Internet of Things …, 2017 - ieeexplore.ieee.org
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 …