Multi-Class Imbalanced Data Handling with Concept Drift in Fog Computing: A Taxonomy, Review, and Future Directions
F Shareef, humaira ijaz, M Shojafar… - ACM Computing …, 2024 - dl.acm.org
A network of actual physical objects or “IoT components” linked to the internet and equipped
with sensors, electronics, software, and network connectivity is known as the Internet of …
with sensors, electronics, software, and network connectivity is known as the Internet of …
Self‐adaptation on parallel stream processing: A systematic review
A recurrent challenge in real‐world applications is autonomous management of the
executions at run‐time. In this vein, stream processing is a class of applications that compute …
executions at run‐time. In this vein, stream processing is a class of applications that compute …
A Survey on Energy Consumption and Environmental Impact of Video Streaming
Climate change challenges require a notable decrease in worldwide greenhouse gas
(GHG) emissions across technology sectors. Digital technologies, especially video …
(GHG) emissions across technology sectors. Digital technologies, especially video …
Providing high‐level self‐adaptive abstractions for stream parallelism on multicores
A Vogel, D Griebler… - Software: practice and …, 2021 - Wiley Online Library
Stream processing applications are common computing workloads that demand parallelism
to increase their performance. As in the past, parallel programming remains a difficult task …
to increase their performance. As in the past, parallel programming remains a difficult task …
New landscapes of the data stream processing in the era of fog computing
Abstract The “New Landscapes of the Data Stream Processing in the era of Fog Computing”
special issue aims to present new research works on topics related to recent advances in …
special issue aims to present new research works on topics related to recent advances in …
Simplifying and implementing service level objectives for stream parallelism
An increasing attention has been given to provide service level objectives (SLOs) in stream
processing applications due to the performance and energy requirements, and because of …
processing applications due to the performance and energy requirements, and because of …
Autonomic and latency-aware degree of parallelism management in SPar
Stream processing applications became a representative workload in current computing
systems. A significant part of these applications demands parallelism to increase …
systems. A significant part of these applications demands parallelism to increase …
Towards on-the-fly self-adaptation of stream parallel patterns
Stream processing applications compute streams of data and provide insightful results in a
timely manner, where parallel computing is necessary for accelerating the application …
timely manner, where parallel computing is necessary for accelerating the application …
[HTML][HTML] Dynamic power budget redistribution under a power cap on multi-application environments
We present a two-level implementation of an infrastructure that allows performance
maximization under a power-cap on multi-application environments with minimal user …
maximization under a power-cap on multi-application environments with minimal user …
Service Level Objectives via C++11 Attributes
In recent years, increasing attention has been given to the possibility of guaranteeing
Service Level Objectives (SLOs) to users about their applications, either regarding …
Service Level Objectives (SLOs) to users about their applications, either regarding …