A service mesh-based load balancing and task scheduling system for deep learning applications

XIE Xiaojing, SS Govardhan - 2020 20th IEEE/ACM …, 2020 - ieeexplore.ieee.org
In recent years, there are increasing technologies that benefit from cloud computing and
edge computing, especially the application in the Deep Learning and Internet of Things …

Real-time Uber data analysis of popular Uber locations in Kubernetes environment

TM Gunawardena… - 2020 5th International …, 2020 - ieeexplore.ieee.org
Data is crucial in today's business and technology environment. There is a growing demand
for Big Data applications to extract and evaluate information, which will provide the …

Efficient resource management for deep learning applications with virtual containers

W Zheng - 2020 - search.proquest.com
The explosion of data has transformed the world since much more information is available
for collection and analysis than ever before. To extract valuable information from the data in …

Enhancing Cloud Storage with Shareable Instances for Social Computing

Y Mao, P Hu - arXiv preprint arXiv:2010.13296, 2020 - arxiv.org
Cloud storage plays an important role in social computing. This paper aims to develop a
cloud storage management system for mobile devices to support an extended set of file …

SpeCon: Speculative container scheduling for deep learning applications in a Kubernetes cluster

Y Mao, Y Fu, W Zheng, L Cheng, Q Liu - 2020 - preprints.org
In the past decade, we have witnessed a dramatically increasing volume of data collected
from varied sources. The explosion of data has transformed the world as more information is …

Differentiate containers scheduling for deep learning applications

Y Song - 2020 - search.proquest.com
The advent of deep learning has completely reshaped our world. Now, our daily life is
fulfilled with many well-known applications that adopt deep learning techniques, such as self …

Efficient Communication for Mobile Devices in the New Era

Y Mao - 2020 - preprints.org
Smartphone has become one of the most revolutionary devices in the history of computing.
With various kinds of applications, the scope of smartphone has been significantly …

[PDF][PDF] User-Specified Container Orchestration for Deep Learning Applications

S Hellstern, W Zheng, Y Song, Y Mao - academia.edu
The neural network based deep learning is the key technology that enables many powerful
applications, which include self-driving vehicles, computer vision, and natural language …

Exploring Docker Containers in a Heterogeneous Cluster

Y Mao - 2020 - preprints.org
In the last decades, we have witnessed a spectacular information explosion over the
Internet. Millions of users are consuming the Internet through various services, such as …

[引用][C] Qugan: A generative adversarial network through quantum states

SA Stein, B Baheri, RM Tischio, Y Mao, Q Guan, A Li… - arXiv preprint arXiv …, 2020