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 …

A systematic map** of performance in distributed stream processing systems

A Vogel, S Henning, O Ertl… - 2023 49th Euromicro …, 2023 - ieeexplore.ieee.org
Several software systems are built upon stream processing architectures to process large
amounts of data in near real-time. Today's distributed stream processing systems (DSPSs) …

Studying the energy consumption of stream processing engines in the cloud

G Kp, G Pierre, R Rouvoy - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Reducing the energy consumption of the global IT industry requires one to understand and
optimize the large software infrastructures the modern data economy relies on. Among them …

[HTML][HTML] Recent implications towards sustainable and energy efficient AI and big data implementations in cloud-fog systems: A newsworthy inquiry

H Ikhlasse, D Benjamin, C Vincent, M Hicham - Journal of King Saud …, 2022 - Elsevier
Cloud-fog based industries are entailing today greedy energy costs, given the wide
multiplication of their AI models and distributed BD frameworks implementations. This paper …

Studying the impact of CPU and memory controller frequencies on power consumption of the Jetson TX1

HA Abdelhafez, M Ripeanu - 2019 Fourth International …, 2019 - ieeexplore.ieee.org
Nowadays, heterogeneous unified memory architecture platforms are becoming
increasingly common. These platforms incorporate several co-processors on a single chip …

Studying the Energy Consumption of Stream Processing Engines in the Cloud

KP Govind, G Pierre, R Rouvoy - IC2E 2023-11th IEEE …, 2023 - inria.hal.science
Reducing the energy consumption of the global IT industry requires one to understand and
optimize the large software infrastructures the modern data economy relies on. Among them …

SkePU Streaming: Distributed Stream Processing Pipelines for the Heterogeneous Edge-Cloud Continuum

A Svensson - 2024 - diva-portal.org
The growth of the information society in the last decade has led to the continuous generation
of huge data sets, which is becoming a challenge for data consumers to handle efficiently …

Towards variability-aware frequency scaling on heterogeneous edge platforms

HA Abdelhafez - 2023 - open.library.ubc.ca
Recent Edge applications (eg, machine learning inference) are becoming more
sophisticated and computationally demanding. To meet their Quality of Service (QoS) …

[PDF][PDF] Stream Benchmarks.

J Karimov - 2019 - researchgate.net
Lee et al (1997) initiated one of the first works in the related area, MediaBench, by
evaluating and synthesizing multimedia and communications systems. Abadi et al (2003) …

[PDF][PDF] Project-Auditable Data Provenance in Streaming Data Processing (revised)

A Bate - tecnico.ulisboa.pt
Stream processing is becoming more and more used in the field of Big Data analysis. The
need to analyze unbounded data and data that needs to be processed in real-time has …