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The DeepHealth Toolkit: A key European free and open-source software for deep learning and computer vision ready to exploit heterogeneous HPC and cloud architectures
(Springer, Cham, 2022-04)
Capítol de llibre.
Accés obert
Capítol de llibre.
Accés obert
At the present time, we are immersed in the convergence between Big Data, High-Performance Computing and Artificial Intelligence. Technological progress in these three areas has accelerated in recent years, forcing different ...
A Functional Safety OpenMP∗ for Critical Real-Time Embedded Systems
(Springer, 2017-08-17)
Capítol de llibre.
Accés obert
Capítol de llibre.
Accés obert
OpenMP* has recently gained attention in the embedded domain by virtue of the augmentations implemented in the last specification. Yet, the language has a minimal impact in the embedded real-time domain mostly due to the ...
Tackling IoT ultra large scale systems: Fog computing in support of hierarchical emergent behaviors
(Springer, 2018)
Capítol de llibre.
Accés obert
Capítol de llibre.
Accés obert
The Internet of Things (IoT) marks a phase transition in the evolution of the Internet, distinguished by a massive connectivity and the interaction with the physical world. The organic evolution of IoT requires the ...
Multi-Node Advanced Performance and Power Analysis with Paraver
(IOS Press, 2018)
Comunicació de congrés.
Accés obert
Comunicació de congrés.
Accés obert
Performance analysis tools allow application developers to identify and characterize the inefficiencies that cause performance degradation in their codes. Due to the increasing interest in the High Performance Computing ...
Towards an energy-aware framework for application development and execution in heterogeneous parallel architectures
(Springer, 2019)
Capítol de llibre.
Accés obert
Capítol de llibre.
Accés obert
The Transparent heterogeneous hardware Architecture deployment for eNergy Gain in Operation (TANGO) project’s goal is to characterise factors which affect power consumption in software development and operation for ...
Challenges and opportunities for RISC-V architectures towards genomics-based workloads
(Springer, 2023)
Capítol de llibre.
Accés obert
Capítol de llibre.
Accés obert
The use of large-scale supercomputing architectures is a hard requirement for scientific computing Big-Data applications. An example is genomics analytics, where millions of data transformations and tests per patient need ...
Multiple target task sharing support for the OpenMP accelerator model
(Springer, 2016)
Text en actes de congrés.
Accés obert
Text en actes de congrés.
Accés obert
The use of GPU accelerators is becoming common in HPC platforms due to the their effective performance and energy efficiency. In addition, new generations of multicore processors are being designed with wider vector units ...
Event detection in location-based social networks
(Springer, 2017)
Capítol de llibre.
Accés obert
Capítol de llibre.
Accés obert
With the advent of social networks and the rise of mobile technologies, users have become ubiquitous sensors capable of monitoring various real-world events in a crowd-sourced manner. Location-based social networks have ...
A quaternion deterministic monogenic CNN layer for contrast invariance
(Springer, 2021)
Capítol de llibre.
Accés obert
Capítol de llibre.
Accés obert
Deep learning (DL) is attracting considerable interest as it currently achieves remarkable performance in many branches of science and technology. However, current DL cannot guarantee capabilities of the mammalian visual ...
YOLO: Speeding Up VM and Docker Boot Time by Reducing I/O Operations
(Springer, 2019)
Capítol de llibre.
Accés obert
Capítol de llibre.
Accés obert
Although this comes as a surprise, the time to boot a Docker-based container can last as long as a virtual machine in high consolidated cloud scenarios. Because this time is critical as boot duration defines how an application ...