Data Transfer Optimization Based on Offline Knowledge Discovery and Adaptive Real-time Sampling

• Published in: arXiv.org
• Main Authors: MD S Q Zulkar Nine, Guner, Kemal, Huang, Ziyun, Wang, Xiangyu, Xu, Jinhui, Kosar, Tevfik
• Format: Paper
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 27.11.2017
• Subjects: Adaptive sampling; Data transfer (computers); Decision analysis; Decision making; Knowledge discovery; Knowledge management; Optimization; Real time

The amount of data moved over dedicated and non-dedicated network links increases much faster than the increase in the network capacity, but the current solutions fail to guarantee even the promised achievable transfer throughputs. In this paper, we propose a novel dynamic throughput optimization mo...