Rule based complex event processing for IoT applications: Review, classification and challenges

SS Kumar, S Agarwal - Expert Systems, 2024 - Wiley Online Library
In recent decades, data aggregation and correlation have emerged as a significant and
challenging area of research for finding useful relationships between different features of …

What the fog? edge computing revisited: Promises, applications and future challenges

J Gedeon, F Brandherm, R Egert, T Grube… - IEEE …, 2019 - ieeexplore.ieee.org
Edge computing brings computing and storage resources closer to (mobile) end users and
data sources, thus bypassing expensive and slow links to distant cloud computing …

Towards a data‐driven IoT software architecture for smart city utilities

Y Simmhan, P Ravindra, S Chaturvedi… - Software: Practice …, 2018 - Wiley Online Library
Summary The Internet of things (IoT) is emerging as the next big wave of digital presence for
billions of devices on the Internet. Smart cities are a practical manifestation of IoT, with the …

IoT data processing in the fog: Functions, streams, or batch processing?

T Pfandzelter, D Bermbach - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
When processing IoT data on a large scale, the cloud is no longer sufficient and it has been
proposed to move parts of the computation closer to the IoT devices-the so-called fog …

The synergy of complex event processing and tiny machine learning in industrial IoT

H Ren, D Anicic, TA Runkler - Proceedings of the 15th ACM International …, 2021 - dl.acm.org
Focusing on comprehensive networking, the Industrial Internet-of-Things (IIoT) facilitates
efficiency and robustness in factory operations. Various intelligent sensors play a central …

Distributed scheduling of event analytics across edge and cloud

R Ghosh, Y Simmhan - ACM Transactions on Cyber-Physical Systems, 2018 - dl.acm.org
Internet of Things (IoT) domains generate large volumes of high-velocity event streams from
sensors, which need to be analyzed with low latency to drive decisions. Complex Event …

From zero to fog: Efficient engineering of fog‐based Internet of Things applications

T Pfandzelter, J Hasenburg… - Software: Practice and …, 2021 - Wiley Online Library
Abstract In Internet of Things (IoT) data processing, cloud computing alone does not suffice
due to latency constraints, bandwidth limitations, and privacy concerns. By introducing …

Goal-driven context-aware data filtering in IoT-based systems

N Narendra, K Ponnalagu, A Ghose… - 2015 IEEE 18th …, 2015 - ieeexplore.ieee.org
One of the crucial research issues in an IoT-based system is how to manage the huge
amount of data transmitted by the potentially large number of sensors that form the system …

Big data analytics platforms for real-time applications in IoT

Y Simmhan, S Perera - Big data analytics: Methods and Applications, 2016 - Springer
Big data platforms have predominantly focused on the volume aspects of large-scale data
management. The growing pervasiveness of Internet of Things (IoT) applications, along with …

Planner: cost-efficient execution plans placement for uniform stream analytics on edge and cloud

L Prosperi, A Costan, P Silva… - 2018 IEEE/ACM …, 2018 - ieeexplore.ieee.org
Stream processing applications handle unbounded and continuous flows of data items
which are generated from multiple geographically distributed sources. Two approaches are …