文献摘要
关注
分享
扫一扫
文章平均质量分 88
夕阳下的奔跑517
这个作者很懒，什么都没留下…
展开
-
【论文阅读】2021年9月6日
35 Classic Meets Modern: a Pragmatic Learning-Based Congestion Control for the Internet原创 2021-09-06 15:24:54 · 652 阅读 · 1 评论 -
【07综述】Bridging machine learning and computer network research: a survey
1 整体框架2 拥塞控制ML+TCP congestion control ->improve the network performance, for example:classify congestive and non-congestive lossJayaraj, A., Venkatesh, T., Murthy, C.S.R.: Loss classification in optical burst switching networks using machine lea原创 2021-07-09 20:42:11 · 646 阅读 · 3 评论 -
【006-RL-CC】Smart Congestion Control for Delay- and Disruption Tolerant Networks
1 基本信息属性值说明ID006Available: https://doi.org/10.1109/SAHCN.2016.7733018.作者A.P. Silva, K. Obraczka, S. Burleigh, C.M. Hirata机构University of California Santa Cruz, Computer Engineering Department, California, USA（第二个作者）加州大学圣克鲁兹分校，计算机工程系原创 2021-06-23 14:55:33 · 291 阅读 · 1 评论 -
【005-RL-CC】*Learning-based and data-driven TCP design for memory-constrained IoT
1 基本信息ID: 005Available: https://doi.org/10.1109/DCOSS作者：W. Li, F. Zhou, W. Meleis, K.R. ChowdhuryEmail: {li.wei, zhou.fan1}@husky.neu.edu, {meleis, krc}@ece.neu.edu机构：Dept. of Electrical and Computer Engineering Northeastern University Boston, U原创 2021-06-23 12:50:41 · 244 阅读 · 0 评论 -
【004-RL-CC】*Self-learning congestion control of MPTCP in satellites communications
1 基本信息ID:Available:作者：Emails:机构：发表会议：标题：算法：场景：2 内容概述2.1 问题2.2 方法states:actions:rewards:2.3 结果2.4 评价pros:cons:原创 2021-06-20 20:03:05 · 359 阅读 · 1 评论 -
【001-RL-CC】Reinforcement learning-based neural network congestion controller for ATM network
发表会议：IEEE Proceedings of MILCOM, 1995MILCOM, Military Communications Conference无线通信会议（会议介绍相关的一篇博文）算是A类吧？标题：应用于ATM网络的基于强化学习神经网络的拥塞控制器ATM网络作者：A.A. Tarraf, I.W. Habib, T.N. Saadawidi: 001...原创 2021-06-19 11:52:07 · 285 阅读 · 0 评论 -
【002-RL-CC】A congestion control method of SDN data center based on reinforcement learning
1 基本信息ID: 002Available: https://doi.org/10.1109/DCOSS.2016.8.作者：Rong Jin1, Jiaojiao Li1, Xin Tuo1, Weiming Wang1, Xiaolin Li2Email: jinrong@mail.zjgsu.edu.cn机构：1 浙江工商大学; 2 Large‐scale Intelligent Systems Laboratory, University of Florida, Gaines原创 2021-06-19 16:26:09 · 294 阅读 · 0 评论 -
【003-RL-CC】A deep reinforcement learning based congestion control mechanism for NDN
1 基本信息ID: 003Available: https://doi.org/10.1109/ICC.2019.8761737作者：Dehao Lan, Xiaobin Tan, Jinyang Lv, Yang Jin, Jian YangEmails: landehao@mail.ustc.edu.cn, xbtan@ustc.edu.cn, jinyangl@mail.ustc.edu.cn, yjinking@mail.ustc.edu.cn and jianyang@ustc.e原创 2021-06-20 15:15:09 · 920 阅读 · 1 评论