Machine Learning for Interconnect Network Traffic Forecasting: Investigation and Exploitation

Author:

Xu Xiongxiao1ORCID,Wang Xin1ORCID,Cruz-Camacho Elkin2ORCID,D. Carothers Christopher2ORCID,A. Brown Kevin3ORCID,B. Ross Robert3ORCID,Lan Zhiling1ORCID,Shu Kai1ORCID

Affiliation:

1. Illinois Institute of Technology, USA

2. Rensselaer Polytechnic Institute, USA

3. Argonne National Laboratory, USA

Publisher

ACM

Reference44 articles.

1. Mohammed S Ahmed and Allen R Cook. 1979. Analysis of freeway traffic time-series data by using Box-Jenkins techniques. Number 722. Mohammed S Ahmed and Allen R Cook. 1979. Analysis of freeway traffic time-series data by using Box-Jenkins techniques. Number 722.

2. NeuTM: A neural network-based framework for traffic matrix prediction in SDN

3. ROSS: A high-performance, low-memory, modular Time Warp system

4. Manoel Castro-Neto , Young-Seon Jeong , Myong-Kee Jeong , and Lee  D Han . 2009. Online-SVR for short-term traffic flow prediction under typical and atypical traffic conditions. Expert systems with applications 36, 3 ( 2009 ), 6164–6173. Manoel Castro-Neto, Young-Seon Jeong, Myong-Kee Jeong, and Lee D Han. 2009. Online-SVR for short-term traffic flow prediction under typical and atypical traffic conditions. Expert systems with applications 36, 3 (2009), 6164–6173.

5. Bike flow prediction with multi-graph convolutional networks

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Hybrid PDES Simulation of HPC Networks Using Zombie Packets;ACM Transactions on Modeling and Computer Simulation;2024-07-30

2. Deep Learning Surrogate Models for Network Simulation;Proceedings of the 38th ACM SIGSIM Conference on Principles of Advanced Discrete Simulation;2024-06-24

3. Surrogate Modeling for HPC Application Iteration Times Forecasting with Network Features;Proceedings of the 38th ACM SIGSIM Conference on Principles of Advanced Discrete Simulation;2024-06-24

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3