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 …

Rules engine and complex event processor in the context of internet of things for precision agriculture

B Mazon-Olivo, D Hernández-Rojas… - … and Electronics in …, 2018 - Elsevier
Abstract The Internet of Things (IoT) applications monitor large data flows and events in real
time, some raw data is captured from devices located in wireless sensor networks (WSN) …

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 …

S-store: Streaming meets transaction processing

J Meehan, N Tatbul, S Zdonik, C Aslantas… - arXiv preprint arXiv …, 2015 - arxiv.org
Stream processing addresses the needs of real-time applications. Transaction processing
addresses the coordination and safety of short atomic computations. Heretofore, these two …

Nebulastream: Complex analytics beyond the cloud

S Zeuch, ET Zacharatou, S Zhang… - Open Journal of …, 2020 - ronpub.com
The arising Internet of Things (IoT) will require significant changes to current stream
processing engines (SPEs) to enable large-scale IoT applications. In this paper, we present …

Morphstream: Adaptive scheduling for scalable transactional stream processing on multicores

Y Mao, J Zhao, S Zhang, H Liu, V Markl - … of the ACM on Management of …, 2023 - dl.acm.org
Transactional stream processing engines (TSPEs) differ significantly in their designs, but all
rely on non-adaptive scheduling strategies for processing concurrent state transactions …

Scalable pattern sharing on event streams

M Ray, C Lei, EA Rundensteiner - Proceedings of the 2016 international …, 2016 - dl.acm.org
Complex Event Processing (CEP) has emerged as a technology of choice for high
performance event analytics in time-critical decision-making applications. Yet it is becoming …

[PDF][PDF] Parallel big data processing system for security monitoring in Internet of Things networks.

IV Kotenko, I Saenko… - J. Wirel. Mob. Networks …, 2017 - researchgate.net
Abstract Nowadays, the Internet of Things (IoT) networks are increasingly used in many
areas. At the same time, the approach connected with the implementation of the network …

A survey on transactional stream processing

S Zhang, J Soto, V Markl - The VLDB Journal, 2024 - Springer
Transactional stream processing (TSP) strives to create a cohesive model that merges the
advantages of both transactional and stream-oriented guarantees. Over the past decade …

Transactional stream processing

I Botan, PM Fischer, D Kossmann… - Proceedings of the 15th …, 2012 - dl.acm.org
Many stream processing applications require access to a multitude of streaming as well as
stored data sources. Yet there is no clear semantics for correct continuous query execution …