Optimizing distributed networking with big data scheduling and cloud computing

W Zhu - … Conference on Cloud Computing, Internet of Things …, 2022 - spiedigitallibrary.org
With the rapid transformation of computer hardware and algorithms, mobile networking has
evolved from low datacarrying capacity and high latency to better-optimized networks, either …

Classified scheduling algorithm of big data under cloud computing

Y Zhang - International Journal of Computers and Applications, 2019 - Taylor & Francis
In order to realize the optimization of resource scheduling in the cloud computing
environment and improve the utilization ratio of network data resource, we need to carry out …

[引用][C] Big data cloud and the frontier of computer science and technology

K Li, H Wu, Z Li - Concurrency and Computation: Practice and …, 2015 - Wiley Online Library
This special issue presents the recent advances in cloud computing and software-defined
network, which\were selected out of the significantly extended versions of accepted papers …

A Deadline-aware coflow scheduling approach for big data applications

W Tang, S Wang, D Li, T Huang… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
Many datacenters usually process complex jobs such as MapReduce jobs. From a network
perspective, most of these jobs trigger multiple parallel data flows, which comprise a coflow …

[图书][B] Cloud Networking for Big Data

D Zeng, L Gu, S Guo - 2015 - Springer
The explosive growth of big data imposes a heavy burden on computation, storage, and
communication resources in today's infrastructure. To efficiently exploit the bulk cloud …

Task scheduling in big data-review, research challenges, and prospects

K Govindarajan, S Kamburugamuve… - 2017 Ninth …, 2017 - ieeexplore.ieee.org
In a Big data computing, the processing of data requires a large amount of CPU cycles and
network bandwidth and disk I/O. Dataflow is a programming model for processing Big data …

Deadline-aware coflow scheduling in a dag

J Wang, H Zhou, Y Hu, C De Laat… - 2017 IEEE international …, 2017 - ieeexplore.ieee.org
Data-intensive applications usually need to deal with huge volumes of data within their
deadlines. These applications can be modelled as DAGs and require parallel computation …

Network resource scheduling mechanism of cloud computing based on SDN

Z Guo-Hong - … on Intelligent Transportation, Big Data & Smart …, 2016 - ieeexplore.ieee.org
With the emergence of Big Data applications and cloud computing in recent years,
nowadays data centers are usually deployed with various kinds of Big Data applications and …

Non-preemptive coflow scheduling and routing

R Yu, G Xue, X Zhang, J Tang - 2016 IEEE Global …, 2016 - ieeexplore.ieee.org
As more and more data-intensive applications have been moved to the cloud, the cloud
network has become the new performance bottleneck for cloud applications. To boost …

Coflow scheduling in mapreduce framework for cloud data center

H Saifu, L Rajamanickam, L Mingyue - AIP Conference Proceedings, 2023 - pubs.aip.org
In the cloud computing environment, more and more enterprises need to build or rent data
center infrastructure to deploy their own cloud computing applications. However, in the …