Virtualized gpus in high performance datacenters

U Kurkure, H Sivaraman, L Vu - 2018 International Conference …, 2018 - ieeexplore.ieee.org
Virtualization has become the foundation of high performance datacenters. The scale of high
performance datacenters is similar to the scale of supercomputers used in High …

Data science and Machine learning in the Clouds: A Perspective for the Future

HB Barua - arXiv preprint arXiv:2109.01661, 2021 - arxiv.org
As we are fast approaching the beginning of a paradigm shift in the field of science, Data
driven science (the so called fourth science paradigm) is going to be the driving force in …

Task assignment in a virtualized GPU enabled cloud

H Sivaraman, U Kurkure, L Vu - 2018 International Conference …, 2018 - ieeexplore.ieee.org
Cloud computing vendors are beginning to offer GPU based high performance computing as
a service. One approach uses virtual machines (VM), running in a hypervisor like VMware …

TECN: task selection and placement in GPU enabled clouds using neural networks

H Sivaraman, U Kurkure, L Vu - 2019 International Conference …, 2019 - ieeexplore.ieee.org
Resource scheduling in cloud computing needs to be addressed effectively and efficiently to
enable fair share, high throughput and low latency for large numbers of jobs that share the …

Cloud big data mining and analytics: Bringing greenness and acceleration in the cloud

HB Barua, KC Mondal - Machine Learning for Data Science Handbook …, 2023 - Springer
Big data is gaining overwhelming attention since the last decade. Almost all the fields of
science and technology have experienced a considerable impact from it. The cloud …

Avoiding power-on failures in virtualized GPUs

UP Kurkure, H Sivaraman, L Vu - US Patent 11,048,561, 2021 - Google Patents
Various examples are disclosed for avoiding power-on failures during virtualization of
graphics processing units. A computing environment can be directed to, in response to a …

Large scale application response time measurement using image recognition and deep learning

L Vu, U Kurkure, H Sivaraman… - … Symposium on Visual …, 2018 - Springer
Application response time is a critical performance metric to assess the quality of software
products. It is also an objective metric for user experience evaluation. In this paper, we …