5G support for industrial IoT applications—challenges, solutions, and research gaps
Industrial IoT has special communication requirements, including high reliability, low
latency, flexibility, and security. These are instinctively provided by the 5G mobile …
latency, flexibility, and security. These are instinctively provided by the 5G mobile …
Multi-tier GPU virtualization for deep learning in cloud-edge systems
J Kennedy, V Sharma, B Varghese… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Accelerator virtualization offers several advantages in the context of cloud-edge computing.
Relatively weak user devices can enhance performance when running workloads by …
Relatively weak user devices can enhance performance when running workloads by …
[HTML][HTML] An out-of-core method for GPU image mapping on large 3D scenarios of the real world
Image mapping on 3D huge scenarios of the real world is one of the most fundamental and
computational expensive processes for the integration of multi-source sensing data. Recent …
computational expensive processes for the integration of multi-source sensing data. Recent …
Accelerator virtualization in fog computing: Moving from the cloud to the edge
Hardware accelerators are available on the cloud for enhanced analytics. Next-generation
clouds aim to bring enhanced analytics using accelerators closer to user devices at the edge …
clouds aim to bring enhanced analytics using accelerators closer to user devices at the edge …
A multithreaded CUDA and OpenMP based power‐aware programming framework for multi‐node GPU systems
P Czarnul - Concurrency and Computation: Practice and …, 2023 - Wiley Online Library
In the article, we have proposed a framework that allows programming a parallel application
for a multi‐node system, with one or more graphical processing units (GPUs) per node …
for a multi‐node system, with one or more graphical processing units (GPUs) per node …
Using remote GPU virtualization techniques to enhance edge computing devices
Abstract The Internet of Things (IoT) is driving the next economic revolution where the main
actors are both data and immediacy. The IoT ecosystem is increasingly generating large …
actors are both data and immediacy. The IoT ecosystem is increasingly generating large …
Gpu-job migration: The rcuda case
Virtualization techniques have been shown to report benefits to data centers and other
computing facilities. In this regard, not only virtual machines allow to reduce the size of the …
computing facilities. In this regard, not only virtual machines allow to reduce the size of the …
[HTML][HTML] NGS: A network GPGPU system for orchestrating remote and virtual accelerators
Abstract In General-Purpose computing on Graphics Processing Unit (GPGPU), the use of
CPUs is combined with that of GPUs. CPUs are used for sequential code, while GPUs are …
CPUs is combined with that of GPUs. CPUs are used for sequential code, while GPUs are …
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 …
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
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 …
time of compute‐intensive applications. However, the use of GPUs presents several side …