5G support for industrial IoT applications—challenges, solutions, and research gaps

P Varga, J Peto, A Franko, D Balla, D Haja, F Janky… - Sensors, 2020 - mdpi.com
Industrial IoT has special communication requirements, including high reliability, low
latency, flexibility, and security. These are instinctively provided by the 5G mobile …

Optimizing on-demand gpus in the cloud for deep learning applications training

A Jahani, M Lattuada, M Ciavotta… - … and Security (ICCCS …, 2019 - ieeexplore.ieee.org
Deep learning (DL) methods have recently gained popularity and been used in
commonplace applications; voice and face recognition, among the others. Despite the …

Hierarchical Scheduling in on-demand GPU-as-a-Service Systems

F Filippini, M Lattuada, A Jahani… - … on Symbolic and …, 2020 - ieeexplore.ieee.org
Deep learning (DL) methods have recently gained popularity. Training this class of models
is, however, computing-intensive, and frequently GPUs are used to boost performance …

gVMP: A multi-objective joint VM and vGPU placement heuristic for API remoting-based GPU virtualization and disaggregation in cloud data centers

A Siavashi, M Momtazpour - Journal of Parallel and Distributed Computing, 2023 - Elsevier
The diverse needs of customers drive cloud providers to incorporate more GPU-enabled
services. It is known that users barely utilize GPUs. Hence, GPU virtualization techniques …

VM placement in accelerator-equipped data centers using variable-length modified genetic algorithm

A Yarahmadi, M Momtazpour - 2021 29th Iranian Conference …, 2021 - ieeexplore.ieee.org
With the increasing growth in computing demand and the complexity of applications, cloud
computing has become very popular in recent years. To cope with the high demand for …

[PDF][PDF] A TECHNICAL SURVEY ON SCHEDULING A TASK IN CLOUD COMPUTING ENVIRONMENT

K GUNASEKAR, E PADMA, D VINOPARKAVI… - kalaharijournals.com
Cloud computing is considered among the computing infrastructure in that numerous styles
of offerings are supplied to customers over the Web. Arranging of the tasks is the essential …

[PDF][PDF] Boosting Productivy through Efficient Resource Management

S Iserte - 2018 - middleware-conf.github.io
This PhD dissertation has addressed, from two different approaches, the improvement of
data centers productivity through an efficient resource management. Firstly, we study the …