KubeGPU: efficient sharing and isolation mechanisms for GPU resource management in container cloud

W Shen, Z Liu, Y Tan, Z Luo, Z Lei - The Journal of Supercomputing, 2023 - Springer
With the increasing number of new containerized applications, such as high performance
and deep learning applications, started to reply on GPU, efficiently supporting GPU in …

AVEC: accelerator virtualization in cloud-edge computing for deep learning libraries

J Kennedy, B Varghese… - 2021 IEEE 5th International …, 2021 - ieeexplore.ieee.org
Edge computing offers the distinct advantage of harnessing compute capabilities on
resources located at the edge of the network to run workloads of relatively weak user …

Improving the management efficiency of GPU workloads in data centers through GPU virtualization

S Iserte, J Prades, C Reaño… - … and Computation: Practice …, 2021 - Wiley Online Library
Graphics processing units (GPUs) are currently used in data centers to reduce the execution
time of compute‐intensive applications. However, the use of GPUs presents several side …

FUDGE: A frugal edge node for advanced IoT solutions in contexts with limited resources

K Nakamura, P Manzoni, M Zennaro, JC Cano… - Proceedings of the 1st …, 2020 - dl.acm.org
The growing connection between the Internet of Things (IoT) and Artificial Intelligence (AI)
poses many challenges that require novel approaches and even a rethinking of the entire …

Analyzing the performance/power tradeoff of the rCUDA middleware for future exascale systems

C Reaño, J Prades, F Silla - Journal of Parallel and Distributed Computing, 2019 - Elsevier
The computing power of supercomputers and data centers has noticeably grown during the
last decades at the cost of an ever increasing energy demand. The need for energy (and …

CUDA offloading for energy‐efficient and high‐frame‐rate simulations using tablets

EJ Martinez‐Noriega, S Yazaki… - … Practice and Experience, 2021 - Wiley Online Library
The multiple sensors and touch capabilities of mobile devices are defining new methods of
computer interaction. However, the computing power of such devices is not currently …

Raisd-x: A fast and accurate fpga system for the detection of positive selection in thousands of genomes

N Alachiotis, C Vatsolakis, G Chrysos… - ACM Transactions on …, 2019 - dl.acm.org
Detecting traces of positive selection in genomes carries theoretical significance and has
practical applications from shedding light on the forces that drive adaptive evolution to the …

[PDF][PDF] Studies on CUDA Offloading for Real-Time Simulation and Visualization

EJ MARTINEZ NORIEGA - 2020 - core.ac.uk
The Graphics Processing Unit (GPU) is a co-processor designed to aid the Central
Processing Unit (CPU) for rendering 3D graphics. The prompt development of these …